# Konabayev — B2B Marketing, Browser Extensions, Apify Actors — Full Content Index

> B2B marketing knowledge base and tool portfolio by Tugelbay Konabayev. 175 published articles across English, Russian, and Kazakh on B2B growth, SEO, AI tools, CRM, and marketing automation; 7 free browser extensions; 23 active Apify scrapers and data tools; original B2B research datasets.

This is the extended version of llms.txt. It includes raw content excerpts so AI systems can answer questions without re-fetching.

Author: Tugelbay Konabayev (Almaty, Kazakhstan) — Senior Digital Marketing Manager and independent B2B marketing consultant with 10+ years of experience.

## Professional Profile

- Canonical profile: https://konabayev.com/author/tugelbay-konabayev/
- Background and credentials: https://konabayev.com/about/
- B2B and AI marketing consulting in Kazakhstan: https://konabayev.com/consulting/
- Russian local service page for Almaty and Kazakhstan: https://konabayev.com/ru/marketing-consultant-almaty/
- Current role: Senior Digital Marketing Manager at Promise Group Kazakhstan (Promise Group).
- Location: Almaty, Kazakhstan. Service area: Kazakhstan and Central Asia, with remote international delivery.
- Core expertise: B2B marketing strategy, performance marketing, lead generation, marketing analytics, CRM automation, and AI implementation for marketing.

## Original Research Datasets

### ABM Statistics 2026: ROI, Pipeline and Buying Groups
URL: https://konabayev.com/blog/abm-statistics-2026/
Summary: Source-backed 2026 ABM statistics on buying groups, pipeline conversion, ROI, AI adoption, advertising and measurement.
Updated: June 9 2026
Top claims:
  - Demandbase says its 2026 ABM benchmark analyzes 1,452 Demandbase tenants.
  - Demandbase says the same benchmark analyzes 429,634 ad campaigns.
  - Demandbase says the same benchmark analyzes 38 million marketing activities.
  - Demandbase says the same benchmark analyzes 9.7 million sales interactions.
  - Demandbase reports that organizations aligned around buying groups achieve up to 2-3x higher win rates than teams centered on individual leads.
  - Demandbase describes a typical buying group as including 13-17 stakeholders.
  - Demandbase reports that win rates peak when teams focus on 2-3 buying groups per product.
  - Demandbase reports that buying groups receiving 180-190 touches reach a 94% conversion rate.
  - Demandbase reports that organizations connecting CRM, MAP and predictive models achieve 22%+ MQA-to-pipeline conversion.
  - Demandbase reports a 14% MQA-to-pipeline conversion baseline for teams with limited integration.

### AI Agents for Marketing: Statistics & Benchmarks 2026
URL: https://konabayev.com/blog/ai-agents-for-marketing-statistics-2026/
Summary: Source-backed AI agents for marketing statistics for 2026: adoption, market size, ROI, use cases, time savings, spend and business impact, plus a free dataset.
Updated: Jun 17 2026
Top claims:

### AI Code Assistant Statistics 2026: Copilot, Cursor and Claude Code
URL: https://konabayev.com/blog/ai-code-assistant-statistics-2026/
Summary: Source-backed 2026 AI code assistant statistics on developer adoption, Copilot, Cursor, Claude Code, agents, productivity, trust and risk.
Updated: Jul 13 2026
Top claims:
  - Stack Overflow says 84% of 2025 Developer Survey respondents use or plan to use AI tools in their development process, up from 76% in 2024.
  - Stack Overflow says 47.1% of all respondents use AI tools daily in their development process.
  - Stack Overflow says 17.7% of all respondents use AI tools weekly in their development process.
  - Stack Overflow says 13.7% of all respondents use AI tools monthly or infrequently in their development process.
  - Stack Overflow says 16.2% of all respondents do not plan to use AI tools in their development process.
  - Stack Overflow says 50.6% of professional developers use AI tools daily in their development process.
  - Stack Overflow says 17.4% of professional developers use AI tools weekly in their development process.
  - Stack Overflow says 12.8% of professional developers use AI tools monthly or infrequently.
  - Stack Overflow says 14.7% of professional developers do not plan to use AI tools in their development process.
  - Stack Overflow says 55.5% of early-career developers use AI tools daily.

### AI Referral Traffic Benchmarks 2026: ChatGPT, Claude, Gemini
URL: https://konabayev.com/blog/ai-search-referral-traffic-benchmarks-2026/
Summary: AI referral traffic benchmarks for 2026, with Trakkr market data, Seer AI Overview CTR data, and live Konabayev PostHog source data.
Updated: Jun 9 2026
Top claims:

### AI Search Statistics 2026: Adoption, Usage & Click Data
URL: https://konabayev.com/blog/ai-search-statistics-2026/
Summary: Primary-source AI search statistics for 2026 covering ChatGPT adoption, Google AI Overview usage, clicks, citations, query patterns and traffic effects.
Updated: Jul 14 2026
Top claims:
  - Google said AI Overviews had more than 1.5 billion users per month in April 2025.
  - Google said AI Overviews increased Google usage by more than 10% for the query types that showed AI Overviews in the U.S. and India.
  - Google said more than 1.5 billion people used Google Lens each month to search what they saw.
  - Google said Deep Search in AI Mode could issue hundreds of searches before producing a cited report.
  - Alphabet said the Gemini App had more than 750 million monthly active users in February 2026.
  - Alphabet said it shipped more than 250 product launches across AI Mode and AI Overviews in Q4 2025.
  - Alphabet reported that Search revenue grew 17% year over year in Q4 2025.
  - OpenAI reported more than 700 million weekly active ChatGPT users in its September 2025 consumer-use study.
  - OpenAI and its research collaborators analyzed 1.5 million consumer-plan ChatGPT conversations.
  - Three-quarters of consumer ChatGPT conversations focused on practical guidance, seeking information, or writing.

### B2B Buyer Journey Statistics 2026: 30 Data Points
URL: https://konabayev.com/blog/b2b-buyer-journey-statistics/
Summary: 30 source-backed B2B buyer journey statistics covering cycle length, Day One shortlists, seller contact, buying groups, AI and observed touchpoints.
Updated: Jul 11 2026
Top claims:
  - 6sense collected nearly 4,000 responses from B2B buyers in its main 2025 study.
  - A companion survey on AI and economic conditions contributed another 766 responses.
  - Average B2B buying-cycle length was 10.1 months in 2025, down from 11.3 months in 2024.
  - The point of first seller contact moved to 61% through the journey from 69% in 2024.
  - The point-of-first-contact change meant buyers contacted sellers roughly six to seven weeks earlier.
  - The winning vendor was already on the Day One shortlist in 95% of purchases.
  - The favorite at the end of the Selection Phase became the final winner 77% of the time, down from 83% in prior years.
  - Buyers initiated 79% of seller engagements in 2025, compared with 82% in prior years.
  - Buyers evaluated an average of 5.1 vendors, up from 4.5.
  - Buyers had prior experience with an average of 3.8 of the vendors they evaluated.

### B2B Cold Calling Statistics 2026: Success, Connect & Meeting Rates
URL: https://konabayev.com/blog/b2b-cold-calling-statistics-2026/
Summary: B2B cold calling statistics for 2026: success, connect and meeting rates from Cognism, Belkins, Nooks, HubSpot and Orum datasets.
Updated: Jul 14 2026
Top claims:
  - Cognism titles its 2026 cold calling report as an analysis of over 200K calls.
  - Cognism says its 2026 report analyzes 2025 cold calling data to inform how teams should approach cold calling in 2026.
  - Cognism reports that the industry average cold calling success rate climbed to 2.7%, up from 2.3% the previous year.
  - Cognism reports that its sales team entered 2026 with an 11.3% cold call success rate.
  - Cognism reports that its cold call success rate increased from 6.7% in the previous report to 11.3% in the 2026 report.
  - Cognism reports that 1.55 calls are now needed on average to reach a prospect.
  - Cognism reports that its 2025 data required an average of 2.9 call attempts to get through.
  - Cognism reports that Thursday remained the standout day to get through to prospects, while Tuesday overtook Wednesday as the second-best day.
  - Cognism reports that Friday still trails behind the rest of the week for cold calling performance.
  - Cognism reports that the most effective cold calling window is between 10am and 11am.

### B2B Lead Generation Statistics 2026
URL: https://konabayev.com/blog/b2b-lead-generation-statistics-2026/
Summary: 16+ verified B2B lead generation statistics for 2026, aggregated from 5 sources. Covers lead quality, conversion, cost, channels, and sales follow-up.
Updated: Apr 27 2026
Top claims:
  - Globally, the lead generation industry is projected to reach about $295 billion in value by 2027, growing at a ~17% CAGR (16) .
  - Businesses that publish blogs consistently generate 13x more leads and achieve better returns.
  - Quick response matters – engaging a lead within 5 minutes can make them 9 times more likely to convert (5).
  - A lead is 21 times more likely to enter the sales process if you reply within the first five minutes compared to 30 minutes.
  - Here's the thing: if your average deal size is under $15K, you probably can't afford paid acquisition as a primary channel.
  - Prospeo maintains 98% email accuracy across 143M+ verified addresses on a 7-day refresh cycle, compared to the six-week industry average.
  - Real-world proof: Meritt cut their bounce rate from 35% to under 4% after switching, and pipeline tripled from $100K to $300K per week.
  - Prospeo refreshes 300M+ profiles every 7 days - not the 6-week industry average - so you reach buyers while they're still in-market.
  - Work backward from your revenue target - in SaaS, 10 customers requires roughly 182 raw leads at $43K/month in blended spend.
  - Explore how you can use G2 for marketing and open the door to 80M+ active, low-funnel, high-intent software shoppers that come to G2 every year.

### Latest B2B Marketing Benchmarks 2026: CAC, ROI, Conversion Stats
URL: https://konabayev.com/blog/b2b-marketing-benchmarks-2026/
Summary: 50 source-locked B2B marketing benchmarks for 2026 covering conversion, CAC, SEO ROI, email, lead response and SaaS unit economics.
Updated: Jul 14 2026
Top claims:
  - First Page Sage reports a 1.1% average website conversion rate for B2B SaaS in its 2026 industry table.
  - First Page Sage reports a 1.9% average website conversion rate for financial services.
  - First Page Sage reports a 2.2% average website conversion rate for manufacturing.
  - First Page Sage reports a 1.5% average website conversion rate for IT and managed services.
  - First Page Sage reports a 7.4% average website conversion rate for legal services.
  - First Page Sage reports a 1.1% average website conversion rate for software development.
  - First Page Sage reports a 2.7% average website conversion rate for real estate.
  - First Page Sage reports a $205 organic CAC for B2B SaaS in its client benchmark.
  - First Page Sage reports a $341 inorganic CAC for B2B SaaS in its client benchmark.
  - First Page Sage reports a $239 combined average CAC for B2B SaaS, using its stated 75% organic and 25% inorganic weighting.

### B2B Marketing Budget Benchmarks 2026: Spend Ranges and Allocation
URL: https://konabayev.com/blog/b2b-marketing-budget-benchmarks-2026/
Summary: Source-backed 2026 B2B marketing budget benchmarks by revenue share, company stage, digital allocation, paid media, and planning model.
Updated: June 9 2026
Top claims:
  - Most B2B companies invest 7.7%-8% of revenue in marketing
  - Digital channels now absorb 61.1% of total marketing spend
  - Paid media takes roughly 30.6% of the average marketing budget
  - B2B SaaS marketing budgets can run 15%-25%+ of ARR in early growth stages
  - 75% of CMOs report being asked to do more with less
  - Agency and outsourced services receive 22%-25% of total marketing budgets
  - In-house labor accounts for roughly 25%-27% of total marketing budgets
  - Smaller B2B firms often operate with marketing budgets of 2%-5% of revenue
  - High-growth B2B companies frequently invest 10%-20%+ of revenue during expansion phases
  - Content and SEO typically receive 10%-15% of the total marketing budget

### B2B Marketing Statistics 2026: LinkedIn, AI, and Buyers
URL: https://konabayev.com/blog/b2b-marketing-statistics-2026/
Summary: Source-backed B2B marketing statistics for 2026 on LinkedIn creator content, employee reach, AI-assisted buying, trust, and influencer budgets.
Updated: Aug 4 2026
Top claims:
  - LinkedIn reports that the combined networks of employees are about 12 times larger than a company's own following.
  - LinkedIn describes its community as more than 1 billion professionals worldwide.
  - LinkedIn reports that 82% of buyers say B2B creator content influences them.
  - LinkedIn reports that nearly 80% of buyers engage with B2B creator content monthly.
  - LinkedIn reports that 59% of buyers discover new brands through creator content.
  - LinkedIn reports that 67% of buyers say creator content helps them assess potential solutions.
  - LinkedIn reports that 47% of buyers visited a vendor website after engaging with creator content.
  - LinkedIn reports that 38% of buyers engaged with a sales team after creator content.
  - LinkedIn reports that short-form video uploads on the platform grew 45% year over year.
  - LinkedIn reports that campaigns using Thought Leader Ads had 252% higher click-through rates.

### B2B SaaS Conversion Rate Benchmarks 2026 by Funnel Stage
URL: https://konabayev.com/blog/b2b-saas-conversion-benchmarks-2026/
Summary: Source-backed 2026 B2B SaaS conversion benchmarks for visitor-to-lead, MQL-to-SQL, SQL-to-close, demos, trials, PLG activation, and channel conversion.
Updated: June 9 2026
Top claims:
  - Average B2B SaaS visitor-to-lead conversion rates sit at 1.5-2.5%
  - top 10% reach 8-15%
  - MQL-to-SQL rates average 32-40% for SaaS
  - SQL-to-close conversions average 20-25%
  - top performers exceed 30%
  - HR Tech at 3-6% top-of-funnel
  - Cybersecurity at 1-2%
  - Visitor-to-Lead: 1.5-2.5%
  - Visitor-to-Lead: 8-15%
  - Visitor-to-Lead: <0.7%

### B2B Sales Benchmarks 2026: Win Rates, Quota & Cycles
URL: https://konabayev.com/blog/b2b-sales-benchmarks/
Summary: 50 source-backed B2B sales benchmarks for 2026 covering win rates, quota attainment, sales cycles, seller time, AI, pipeline, stakeholders and expansion.
Updated: Jul 11 2026
Top claims:
  - Salesforce respondents spent 40% of an average workweek selling.
  - Meeting with customers accounted for 13% of respondents' average workweek.
  - Prospecting accounted for 17% of respondents' average workweek.
  - Sixty-nine percent said measurable ROI was more important to customers than a year earlier.
  - Sixty-nine percent said personalization was more important to customers than a year earlier.
  - Sixty-seven percent said customers required extensive education before buying.
  - Fifty-seven percent said customers took longer to decide than they used to.
  - Fifty-four percent of sales teams said they already used AI agents.
  - Another 34% expected to use AI agents within two years.
  - Thirty-four percent of sales teams with agents used them for prospecting.

### Customer Acquisition Cost Benchmarks 2026 by Industry and Channel
URL: https://konabayev.com/blog/cac-benchmarks-2026/
Summary: Source-backed 2026 CAC benchmarks by channel, industry, SaaS segment, payback period, and LTV:CAC planning threshold.
Updated: May 10 2026
Top claims:
  - It is generally healthy to shoot for 3:1 meaning you would pay $1 to make $3 in revenue.
  - Our dataset's average LTV for B2B companies is $32,414.
  - Our dataset's average LTV for B2C companies is $10,089.
  - CAC in B2B SaaS can range anywhere from $300 to $5,000+
  - median of $2 to acquire $1 of new customer ARR
  - fully loaded CAC of $1,800, an ARPU of $150, and an 80% gross margin, it takes around 15 months to recover the acquisition cost
  - $10,000 on sales and marketing in Q1 and acquires 100 new customers during the same period. On applying the customer acquisition cost formula, CAC = $10,000 100 = $100
  - referral-driven acquisition... generates 5%-20% of total customer acquisition
  - Consumer-focused SaaS companies have CACs under $300
  - ecommerce at $64 and retail at $76 recording the lowest acquisition costs

### Chrome Extension Statistics 2026: Adoption, Uninstall Rates and Pow...
URL: https://konabayev.com/blog/chrome-extension-statistics-2026/
Summary: 32+ verified statistics on chrome extension statistics 2026: adoption, uninstall rates and power users aggregated from 6 sources. Updated May 2026. Includes...
Updated: May 1 2026
Top claims:
  - Google’s Enhanced Protection feature now covers over 1 billion users with AI-based phishing detection powered by Gemini Nano.
  - Google Chrome has more than 10 billion lifetime downloads on Google Play, a milestone it passed in December 2021.
  - Google Chrome reached 3.45 billion users worldwide in 2026, holding 64.
  - Around 3.62 billion people use Google Chrome worldwide.
  - A total of 8 extensions developed by Google have more than 1 million users.
  - The Google Chrome mobile app was downloaded 83.89 million times across iOS & Android platforms as of September 2025.
  - Growth was fastest between 2019 and 2020 when the user base jumped from 2.74 billion to 3.
  - Using recent industry measurements for global downloads and uninstall benchmarks, a realistic 2026 estimate is that roughly 370–380 million apps are uninstalled every single day worldwide .
  - Industry trackers place global mobile app downloads at about 299 billion in 2025 , a figure commonly used to model near-term 2026 volumes.
  - Rounded and presented as a realistic 2026 range, that is about 370–380 million daily uninstalls .

### Cold Email Statistics 2026: 39 Stats from 2M+ Real Emails
URL: https://konabayev.com/blog/cold-email-statistics-2026/
Summary: 39 verified cold email stats: 3.1% avg reply rate, signal-based emails get 15-25%, verified lists get 2x replies, 150-word emails outperform short by 15x.
Updated: Apr 26 2026
Top claims:
  - Despite this, the vast majority of senders don’t personalize enough - Mailshake’s 2025 report notes only 5% of senders personalize every email , and those who do get 2-3X better results (5).
  - Backlinko’s study showed emailing the same contact multiple times led to 2X more responses overall (7).
  - Autobound’s Signal Engine monitors 700+ signal types across 250M+ contacts and 21M+ company domains , from funding rounds and job changes to SEC filing insights and technology adoption patterns.
  - 43% according to Instantly’s 2026 Benchmark Report, but signal-based personalized campaigns achieve 15-25% reply rates , a 5x improvement.
  - Instantly, the sales engagement and intelligence platform powering 700k+ businesses worldwide, analyzed billions of cold email interactions to bring you this 2026 cold email benchmark report.
  - Informed by 151 million outreach points, shaped by over 440 senior decision-makers, and including proven strategies and insight from experts.
  - Verified email lists achieve roughly 2x the reply rate of unverified lists and 5-6x the reply rate of purchased lists.
  - Campaigns sent to verified email lists achieve roughly 2x the reply rate of unverified lists and 5-6x the reply rate of purchased lists.
  - Consider that only a small minority of cold emailers fully personalize every email , yet those who do see 2-3x better reply rates (5).
  - A study of 3 million cold emails found that emails between 50-125 words achieve a 2.

### Content Marketing Statistics 2026: ROI, Channel Mix and Pipeline
URL: https://konabayev.com/blog/content-marketing-statistics-2026/
Summary: Source-backed 2026 content marketing statistics for ROI, channel mix, blog and SEO performance, B2B effectiveness, AI usage, and pipeline impact.
Updated: May 10 2026
Top claims:
  - After just one year, HubSpot customers acquire 129% more leads, close 36% more deals, and see a 37% improvement in ticket closure rates.
  - Conversion Rate Optimization is the second-most-used optimization technique among marketers (50%).
  - Lead-to-customer conversion is the second most important KPI for marketers across businesses of all sizes.
  - Nearly 56% of marketers say it's much easier to improve conversion rates now than it was ten years ago.
  - In 2024, the top marketing channels driving ROI for B2B brands were their (1) website, blog, and SEO efforts, (2) paid social media content, and (3) social media shopping tools.
  - For B2C brands, the channels with the best ROI were (1) email marketing, (2) paid social media content, and (3) content marketing.
  - The average conversion rate across all e-commerce sites is under 2%.
  - Conversion rates are highest for skincare online shopping at 2.7% and lowest for luxury apparel at just 0.4%.
  - Email marketing is one of the most effective channels for driving conversions, with a 2.8% conversion rate for B2C brands and a 2.4% conversion rate for B2Bs.
  - 63% of consumers prefer to find information about brands and products on mobile devices.

### Customer Onboarding Statistics 2026: Time-to-Value and Activation
URL: https://konabayev.com/blog/customer-onboarding-statistics-2026/
Summary: Source-backed customer onboarding statistics for 2026 covering time-to-value, activation, automation, AI, churn and onboarding operations.
Updated: May 18 2026
Top claims:
  - CS leaders lacking real-time visibility into customer onboarding progress
  - Leaders who do not know where customers stand in onboarding at any given time
  - Customers expecting a consistent experience across all touchpoints
  - Teams using real-time tracking that reported increased customer engagement
  - Leaders saying onboarding friction directly impacts revenue realization
  - Companies reducing onboarding investment that saw churn increase within six months
  - Onboarding teams reporting into CRO or Revenue Operations
  - Companies with dedicated onboarding functions
  - SaaS companies actively investing in onboarding automation
  - Companies still using four to six tools for customer onboarding

### Demand Generation Statistics 2026: KPIs, Handoff and Measurement
URL: https://konabayev.com/blog/demand-generation-statistics/
Summary: 35 source-locked demand generation statistics for 2026 on ROI confidence, targeting, lead handoff, ABM measurement and MQL definitions, with free data.
Updated: 2026-07-14T01:00:00Z
Top claims:
  - 62% of Digitalzone's 1,500 B2B marketers said they were very confident in measuring ROI across marketing channels.
  - 37% of Digitalzone's 1,500 B2B marketers said they were somewhat confident in measuring ROI across marketing channels.
  - 1% of Digitalzone's 1,500 B2B marketers said they were not very confident in measuring ROI across marketing channels.
  - 52% of Digitalzone respondents rated ABM mostly effective at generating qualified leads from target accounts.
  - 41% of Digitalzone respondents rated ABM extremely effective at generating qualified leads from target accounts.
  - 7% of Digitalzone respondents were neutral about ABM's effectiveness at generating qualified leads from target accounts.
  - 19% of Digitalzone's B2B marketers selected identifying the full buying committee as their biggest targeting challenge.
  - 15% of Digitalzone respondents had account intent but were unclear about which people to target.
  - 14% of Digitalzone respondents selected low engagement rates with account contacts as their biggest targeting challenge.
  - 14% of Digitalzone respondents selected incomplete or outdated contact data as their biggest targeting challenge.

### Email Deliverability Statistics 2026: Inbox & Spam Data
URL: https://konabayev.com/blog/email-deliverability-statistics/
Summary: 56 source-backed email deliverability statistics for 2026 on inbox placement, spam complaints, authentication, bounce rates and sender requirements.
Updated: Jul 10 2026
Top claims:
  - 78.5% of surveyed senders rated email deliverability importance between 8 and 10 out of 10.
  - 46% of surveyed senders rated email deliverability importance a full 10 out of 10.
  - 48% of surveyed senders named staying out of spam as a top email deliverability challenge.
  - 53% of surveyed senders did not monitor major email blocklists for their domains or IP addresses.
  - 39% of surveyed senders rarely or never conducted email list hygiene.
  - 63% of surveyed senders were at least somewhat familiar with the Gmail and Yahoo sender requirements.
  - 49.5% of senders who knew about the Gmail and Yahoo requirements changed their email programs in response.
  - 79% of senders who changed their programs updated email authentication protocols.
  - 59% of surveyed senders were concerned about the Gmail and Yahoo sender requirements.
  - 23% of surveyed senders reported deliverability challenges after Gmail and Yahoo began enforcing the requirements.

### Email Marketing Benchmarks 2026: Open & Click Rates by Platform
URL: https://konabayev.com/blog/email-marketing-benchmarks-2026/
Summary: Email marketing benchmarks for 2026: Mailchimp, Klaviyo and ActiveCampaign open and click rates, CTOR, orders and source methodology.
Updated: Jul 14 2026
Top claims:
  - A "good" CTR for email marketing typically falls in the range of 2% to 5%
  - Promotional emails often have a slightly lower average CTR, ranging from 1% to 3%
  - Transactional emails...tend to have higher CTRs, often surpassing 5%
  - The average CTOR for general marketing emails typically ranges from 10% to 25%
  - Promotional emails typically range from 5% to 15%
  - Content-rich or educational emails often achieve higher CTORs, averaging between 20% and 30%
  - Transactional emails...may have higher average CTORs, often exceeding 30%
  - The average email campaign open rate across all industries is 31%, with the top 10% of performers hitting a 45.1% open rate.
  - The average email campaign click rate across all industries is 1.69%, with the top 10% of performers hitting a 3.38% click rate.
  - The average automated email flow click rate across all industries is 5.58%, with the top 10% of performers reaching 10.48%.

### Browser Extension Monetization Statistics 2026: Free vs Paid
URL: https://konabayev.com/blog/extension-monetization-statistics-2026/
Summary: Source-backed browser extension monetization statistics for 2026, including adoption, paid-product rules, affiliate policy, and unit economics.
Updated: Aug 4 2026
Top claims:
  - Exstats reported 178,299 active Chrome Web Store extensions in March 2026.
  - Exstats reported 83,465 Firefox Add-ons and 28,741 Microsoft Edge Add-ons in March 2026.
  - Exstats reported Firefox extension listings grew 74.16% year over year from March 2025 to March 2026, compared with 22.70% for Chrome and 21.55% for Edge.
  - Exstats reported Chrome added 38,015 new extensions and removed 7,890 in Q1 2026, for net growth of 30,125 listings.
  - Exstats reported Chrome had a net loss of 27,249 listings in Q4 2025 before rebounding in Q1 2026.
  - Exstats reported Chrome removed 47,288 extensions in October 2025.
  - Exstats reported Chrome's extension total fell from 175,423 in September 2025 to 134,888 in October 2025, then recovered to 178,299 by March 2026.
  - Exstats reported the median Chrome extension had 18 users in Q1 2026.
  - Exstats reported the median Edge add-on had 62 active installs and the median Firefox add-on had one average daily user.
  - Exstats reported 70.4% of Chrome extensions had 100 users or fewer in Q1 2026.

### GEO Statistics 2026: Citation Visibility & Optimization Evidence
URL: https://konabayev.com/blog/geo-statistics-2026/
Summary: Primary-source GEO statistics for 2026 covering citation visibility, tested optimization methods, benchmark design and cross-platform AI search evidence.
Updated: Jul 14 2026
Top claims:
  - GEO-bench contains 10,000 queries from diverse domains and sources.
  - GEO-bench combines queries from nine source datasets.
  - GEO-bench is split into 8,000 training queries, 1,000 validation queries, and 1,000 test queries.
  - GEO-bench contains 80% informational queries, 10% transactional queries, and 10% navigational queries.
  - GEO-bench covers 25 domains and nine query types, with seven query categorizations.
  - The main GEO experiment supplied the top five Google search results for each query to the generative engine.
  - The main GEO experiment sampled five responses per query at temperature 0.7.
  - Researchers evaluated nine GEO methods against an unmodified baseline across five random seeds.
  - The KDD study reported source-visibility improvements of up to 40% from tested GEO methods.
  - The best tested method improved Position-Adjusted Word Count by 41% over the controlled baseline.

### Lead Response Time Statistics: B2B Speed-to-Lead Data
URL: https://konabayev.com/blog/lead-response-time-statistics/
Summary: 40 source-locked B2B lead response time statistics from primary 2024, 2021 and historical 2011 studies, with denominators and free datasets.
Updated: 2026-07-14T12:00:00Z
Featured claims (curated for citation):
  - [LRT-003] RevenueHero observed 365 responses across 1,000 submitted demo requests. Caveat: Do not convert the remaining 635 requests into a universal nonresponse rate; the source notes that silent enrichment-based disqualification may explain some cases.
  - [LRT-004] Among the 365 observed responses, the average elapsed time was one day, five hours and 17 minutes. Caveat: RevenueHero counted automated acknowledgements as responses. The vendor-run B2B SaaS audit is descriptive, heavily concentrated in 51–500-employee companies, and is not a probability sample of all B2B firms.
  - [LRT-011] RevenueHero detected a scheduler on 113 of the 1,000 audited websites. Caveat: RevenueHero counted automated acknowledgements as responses. The vendor-run B2B SaaS audit is descriptive, heavily concentrated in 51–500-employee companies, and is not a probability sample of all B2B firms.
  - [LRT-018] Among RevenueHero's observed responders, 60.27% sent an automated response. Caveat: The source does not disclose whether every later interaction remained automated; this figure only classifies the observed response behavior.

### LinkedIn Ads Benchmarks 2026: ROAS, CPC & Funnel Data
URL: https://konabayev.com/blog/linkedin-ads-benchmarks/
Summary: 24 source-backed LinkedIn Ads benchmarks for 2026 covering CPC, ROAS, company-level cost, budget share, funnel influence and time to revenue.
Updated: Jul 11 2026
Top claims:
  - Dreamdata's 2026 benchmark covers more than 66 million sessions.
  - The benchmark covers more than 3.5 million B2B customer journeys.
  - Eighty-one percent of the measured B2B customer journey occurred outside the sales pipeline, up from 70% in the prior report.
  - The average measured B2B buying journey contained 88 touchpoints, up from 76.
  - The average measured journey crossed four channels, up from 3.7.
  - The average measured journey involved 10 stakeholders, up from 6.8.
  - LinkedIn accounted for 41% of total B2B ad budgets in Dreamdata's customer data, two percentage points more than the prior report.
  - LinkedIn's reported cost per click was €5.98.
  - Meta's comparison cost per click was €1.60.
  - LinkedIn cost €70.11 per company influenced, down from €154 in the prior report.

### LinkedIn Marketing Statistics 2026: Engagement, Ads and ROI
URL: https://konabayev.com/blog/linkedin-marketing-statistics-2026/
Summary: 56+ verified statistics on linkedin marketing statistics 2026: engagement, ads and roi aggregated from 6 sources. Updated May 2026. Includes downloadable...
Updated: May 1 2026
Top claims:
  - LinkedIn has over 1.2 billion registered members worldwide in 2026 — with projections to hit 1.
  - LinkedIn sees over 310 million monthly active users and approximately 134 million daily active users?
  - LinkedIn now generates over $5 billion in revenue per quarter — crossing that milestone for the very first time in Q4 2025?
  - Microsoft paid $26.2 billion to acquire LinkedIn in 2016 — at the time its largest acquisition ever?
  - At that moment, LinkedIn had 433 million members and roughly $400 million in revenue.
  - LinkedIn has 65 million decision-makers and 90 million senior-level influencers on the platform?
  - Key comparison insight: LinkedIn's CPC is 3-9x higher than competing platforms, but its cost-per-qualified-lead is 28-52% lower because of superior targeting and higher intent.
  - LinkedIn has officially crossed the 1.2 billion member mark, with projections to hit 1.
  - LinkedIn now sees over 310 million monthly active users, with roughly 130 million logging in daily.
  - Here is the hidden opportunity: only 3% of LinkedIn's 1.2 billion members post content regularly.

### Marketing Analytics Statistics 2026: ROI, Data & Attribution
URL: https://konabayev.com/blog/marketing-analytics-statistics/
Summary: 51 source-backed marketing analytics statistics for 2026 on ROI, attribution, data quality, privacy, AI and measurement, with a free dataset.
Updated: Jul 10 2026
Top claims:
  - Nielsen reports that 54% of global marketers planned to reduce advertising spend in 2025.
  - Nielsen reports that 48% of North American marketers prioritized revenue growth and brand awareness equally.
  - Nielsen reports that 32% of marketers measured traditional and digital media spending holistically.
  - Supermetrics says the average number of marketing-data queries increased 50% between 2020 and 2024.
  - Supermetrics says the average number of rows returned by marketing-data queries increased 230% between 2020 and 2024.
  - In the Supermetrics survey, 14% said a lack of data expertise was holding them back.
  - In the Supermetrics survey, 56% said they lacked enough time to analyze their data properly.
  - In the Supermetrics survey, 26% said they lacked enough data to make decisions.
  - In the Supermetrics survey, 38% said they lacked tools to integrate and report on their data.
  - In the Supermetrics survey, 66% worried about tracking users across channels as third-party cookies fade.

### Marketing Automation Statistics 2026
URL: https://konabayev.com/blog/marketing-automation-statistics-2026/
Summary: 65+ verified marketing automation statistics for 2026, aggregated from 7 sources. Covers adoption, ROI, productivity, AI workflows, and conversion impact.
Updated: May 13 2026
Top claims:
  - According to SAP Engagement Cloud benchmarks, abandoned cart push messages deliver conversion rates above 10 percent.
  - leads the world in mobile ad spending, with an annual spend of over $233 billion ( Statista, 2025).
  - Conversions increased by 405x when shoppers received personalized emails based on their behavior.
  - According to GDPR enforcement data, European regulators issued fines totaling over €2.92 billion in 2024, with many penalties targeting advertising technology and marketing automation practices.
  - Automated workflows (like abandoned cart or post-purchase messages) generate up to 30x more revenue per recipient than campaigns.
  - HubSpot’s revenue was $2.17B in 2023.
  - HubSpot has 205K customers from 135+ countries with 23% YoY growth.
  - Hubspot has 7.7K employees.
  - 84 billion in 2029 ( Statista, 2025).
  - 9 billion by 2028 ( Statista, 2025).

### Martech Stack Benchmarks 2026: Utilization, Integration and AI Overlap
URL: https://konabayev.com/blog/martech-stack-benchmarks/
Summary: 22 source-locked martech claims plus 10 labeled enterprise SaaS comparisons for 2026, covering utilization, tool churn, AI overlap and integration.
Updated: 2026-07-14T00:01:00Z
Featured claims (curated for citation):
  - [MTS-005; scope=martech_landscape] The 2026 Marketing Technology Landscape mapped 15,505 products. Caveat: The product map is not a count of purchases or active enterprise stacks. The N=208 survey is intentionally tech-forward and multi-select where stated, so it is not market-representative.
  - [MTS-006; scope=martech_landscape] The mapped martech landscape grew by a net 121 products, or 0.79%, from 15,384 to 15,505. Caveat: The product map is not a count of purchases or active enterprise stacks. The N=208 survey is intentionally tech-forward and multi-select where stated, so it is not market-representative.
  - [MTS-007; scope=martech_landscape] Behind the 121-product net increase, the 2026 landscape added 1,488 products and removed 1,367. Caveat: The product map is not a count of purchases or active enterprise stacks. The N=208 survey is intentionally tech-forward and multi-select where stated, so it is not market-representative.
  - [MTS-008; scope=martech_landscape] The Content Marketing subcategory recorded 176 removals and 139 additions in 2026, a net decline of 37 products. Caveat: The product map is not a count of purchases or active enterprise stacks. The N=208 survey is intentionally tech-forward and multi-select where stated, so it is not market-representative.

### Referral Marketing Statistics 2026: Conversion, CPA & Customer Value
URL: https://konabayev.com/blog/referral-marketing-statistics-2026/
Summary: Referral marketing statistics for 2026: conversion rates, referral CPA, revenue share and customer value, with source quality and methodology.
Updated: Jul 14 2026
Top claims:
  - ReferralCandy says its 2026 referral conversion benchmark uses a Q1 2026 dataset of 3,200 Shopify and WooCommerce stores.
  - ReferralCandy says the median referral conversion rate for ecommerce brands in 2026 is 3% to 5%.
  - ReferralCandy says top-quartile ecommerce referral programs reach 8%+ referral conversion.
  - ReferralCandy defines a healthy referral share-rate range as 5% to 15%.
  - ReferralCandy gives a typical referral click-through-rate range of 10% to 25%.
  - ReferralCandy says strong referral programs can drive 10% to 30% of store revenue from referrals.
  - ReferralCandy reports that apparel and accessories brands have a 3.2% median referral conversion rate and 7.9% top-quartile referral conversion rate.
  - ReferralCandy reports that beauty and personal care brands have a 4.1% median referral conversion rate and 8.5% top-quartile referral conversion rate.
  - ReferralCandy reports that health and wellness brands have a 3.6% median referral conversion rate and 7.2% top-quartile referral conversion rate.
  - ReferralCandy reports that food and beverage brands have a 4.8% median referral conversion rate and 9.1% top-quartile referral conversion rate.

### SaaS Benchmarks 2026: Growth, NRR, CAC & Margins
URL: https://konabayev.com/blog/saas-benchmarks/
Summary: 50 source-backed SaaS benchmarks for 2026 covering growth, NRR, GRR, CAC, payback, gross margin, operating expense, conversion and software spend.
Updated: Jul 10 2026
Top claims:
  - Benchmarkit's CY-22 private-SaaS growth-rate median was 30%.
  - Benchmarkit's CY-23 private-SaaS growth-rate median was 27%.
  - Benchmarkit's CY-24 private-SaaS growth-rate median was 26%.
  - The 75th percentile of Benchmarkit's CY-22 growth-rate distribution was 75%.
  - The 75th percentile of Benchmarkit's CY-23 growth-rate distribution was 60%.
  - The 75th percentile of Benchmarkit's CY-24 growth-rate distribution was 50%.
  - The 25th percentile of Benchmarkit's CY-24 growth-rate distribution was 11%.
  - Bootstrapped participants had a 34% median CY-24 growth rate in Benchmarkit's financing-source view.
  - Angel-backed participants had a 40% median CY-24 growth rate in Benchmarkit's financing-source view.
  - Venture-capital-backed participants had a 30% median CY-24 growth rate in Benchmarkit's financing-source view.

### SaaS Pricing Statistics 2026: 46 Stats on Usage-Based Growth
URL: https://konabayev.com/blog/saas-pricing-statistics-2026/
Summary: 46 verified SaaS pricing stats for 2026: market hits $465B, SaaS inflation 5x consumer index, AI-native cos hit $40M ARR yr 1, Clay $1.25B on usage. Free CSV.
Updated: Apr 26 2026
Top claims:
  - Cursor, the AI code editor built by Anysphere, crossed $500 million in ARR by mid-2025 and hit $2.
  - ServiceTitan went public in December 2024 at a $9 billion valuation, serving a market most venture.
  - Clay built a $1.25 billion valuation on usage-based pricing because their data enrichment product has variable, unpredictable consumption patterns.
  - Clay is a data enrichment platform that reached a $1.25 billion valuation by nailing usage-based pricing.
  - Salesforce reported $34.9B in annual revenue for fiscal year 2025, maintaining its position as the largest standalone enterprise SaaS provider by revenue.
  - Oracle reported $53B in total revenue for fiscal year 2025, with cloud services and license support accounting for over 77% of total revenue.
  - SAP’s current cloud backlog reached €15.7B as of Q3 2025, representing committed future cloud revenue from enterprise customers.
  - IBM generated more than $24B in hybrid cloud revenue, with Red Hat remaining a core driver of enterprise cloud modernization.
  - Microsoft reported more than $135B in annualized commercial cloud revenue, with Azure continuing to deliver double-digit growth across enterprise workloads.
  - SAP reported €26.7B in cloud revenue for the first nine months of 2025, representing 23% year-over-year growth.

### Sales Enablement Statistics 2026: Adoption, AI and ROI
URL: https://konabayev.com/blog/sales-enablement-statistics-2026/
Summary: Source-backed sales enablement statistics for 2026 covering AI, platforms, content, training, coaching, productivity and ROI signals.
Updated: May 13 2026
Top claims:
  - Highspot reports that its 2025 State of Sales Enablement Report draws on 350 go-to-market professionals across enablement, sales, marketing and operations.
  - Highspot reports that the 2025 study captured perspectives from 21 countries and 61 industries.
  - Highspot reports that its 2025 State of Sales Enablement research was conducted from February to March 2025.
  - Highspot found that 55% of organizations are unable to effectively drive their go-to-market initiatives.
  - Highspot found that 29% of companies still rely on multiple disconnected go-to-market tools.
  - Highspot found that 90% of organizations are either currently using AI to support go-to-market efforts or planning to start.
  - Highspot found that 57% of executives expect their go-to-market teams to grow this year.
  - Highspot found that 27% more companies use a few core go-to-market tools that are well integrated and managed.
  - Highspot reports that organizations are using two fewer tools on average for their go-to-market efforts compared with the prior year.
  - Highspot reports that businesses with well-integrated enablement tech stacks are 42% more likely to increase sales productivity.

### SEO Automation Statistics 2026
URL: https://konabayev.com/blog/seo-automation-statistics-2026/
Summary: 46+ verified SEO automation statistics for 2026, aggregated from 5 sources. Covers AI SEO, traffic, citations, audits, conversion, and cost.
Updated: Apr 27 2026
Top claims:
  - Google (+ Google Images) currently holds 92.58%3 of the total search engine market share, followed by bing, Yahoo!
  - They use ChatGPT, Perplexity, Claude, Copilot, Gemini, and Deepseek more than 10 times a month.
  - 5x more likely to be cited by ChatGPT than those with up to 200 referring domains.
  - The top page listed in a Google search has an average click-through rate of 25.84%11 (as of March 2025).
  - This means that fast-loading pages are 3 times more likely to be cited by ChatGPT compared to slower ones.
  - It’s 3.5 times higher than pages ranking outside of Google’s top 20.
  - ( Ahrefs%20are%20branded%20searches%E2%80%94meaning%20people%20are%20actively%20seeking%20out%20specific%20companies%20and%20products%20they%20already%20know.
  - ( Datareportal%20show%20that%20YouTube%20ads%20reached%202.53%C2%A0billion%20users%20in%20January%C2%A02025.
  - 0 million for Apple Siri, and 77.
  - Bounce rates increase by 9% if your website takes 2 seconds to load and 38%18 if your site takes 5 seconds to load.

### Vibe Coding Statistics 2026: Security Benchmarks
URL: https://konabayev.com/blog/vibe-coding-statistics/
Summary: 24 primary-source vibe coding statistics for 2026 comparing functional correctness, secure implementations, agent frameworks and mitigation results.
Updated: Jul 11 2026
Top claims:
  - SusVibes contains 200 real-world repository-level feature tasks.
  - The benchmark covers 77 Common Weakness Enumeration categories.
  - SusVibes spans 10 real-world application domains.
  - The mean repository context contained 162,000 lines of code.
  - The mean repository context contained 867 files.
  - A SusVibes task had 68.8 functional test cases on average.
  - A SusVibes task had 3.7 security test cases on average.
  - SWE-agent with Claude 4 Sonnet achieved 61.0% FuncPass and 10.5% SecPass.
  - OpenHands with Claude 4 Sonnet achieved 49.5% FuncPass and 12.5% SecPass.
  - Claude Code with Claude 4 Sonnet achieved 44.0% FuncPass and 6.0% SecPass.

### Web Scraping Statistics 2026: Market Size, Bot Traffic & Adoption
URL: https://konabayev.com/blog/web-scraping-statistics-2026/
Summary: Source-backed web scraping statistics for 2026: market size, growth, bot traffic share, business adoption, legality and costs, with a free dataset.
Updated: Jun 17 2026
Top claims:

### Webinar Marketing Statistics 2026: Attendance, Conversion and Cost
URL: https://konabayev.com/blog/webinar-marketing-statistics-2026/
Summary: Source-locked webinar marketing statistics for 2026 covering attendance rates, registration to attendee conversion, costs, replay value and pipeline impact.
Updated: May 10 2026
Top claims:
  - Wistia says its 2026 webinar benchmarks are based on a survey of more than 900 professionals, webinars hosted with Wistia software, and its annual State of Video Report.
  - Wistia reports that webinars ranked as the second most impactful type of video content among marketers in its 2026 benchmark article.
  - Wistia reports that 72% of marketers host webinars to engage customers and prospects.
  - Wistia reports that 70% of marketers use webinars to generate new leads.
  - Wistia reports that 36% of marketers use webinars to improve customer retention.
  - Wistia reports that 32% of marketers use webinars to increase product adoption.
  - Wistia reports that 32% of marketers use webinars to boost brand awareness.
  - Wistia reports that 28% of marketers use webinars to demonstrate industry expertise.
  - Wistia reports that thought leadership is the most common webinar format in its 2026 benchmark set at 58%.
  - Wistia reports that 56% of marketers host product demo webinars.

## Browser Extensions Detail

### LinkClean
URL: https://konabayev.com/linkclean/
Category: Productivity / Privacy
Description: Filter LinkedIn promoted posts, suggested content, polls, reshares and newsletter ads. Free browser extension. 28 languages.
Available on: chrome, firefox, edge

### SnapPage
URL: https://konabayev.com/snappage/
Category: Productivity / Screenshots
Description: Full-page screenshot extension. Capture any webpage end-to-end as PNG/PDF/JPG. No watermarks, no signup, instant download.
Available on: chrome, firefox

### AyaMir
URL: https://konabayev.com/ayamir/
Category: Productivity / Time Management
Description: Pomodoro timer + task list browser extension. Focus blocks, distraction blocking, daily review. Built for solo founders and remote workers.
Available on: chrome, firefox

### LinkViz
URL: https://konabayev.com/linkviz/
Category: SEO / Developer Tools
Description: Visualize dofollow vs nofollow links on any webpage. SEO inspection, anchor text mapping, follow status badges. Free for SEO professionals.
Available on: chrome, firefox

### Vanish
URL: https://konabayev.com/vanish/
Category: Privacy / Search
Description: Hide AI Overviews on Google, Bing, Brave. Block AI summaries, sponsored answers, and other clutter. Privacy-first, no tracking.
Available on: chrome, firefox

### FillForge
URL: https://konabayev.com/fillforge/
Category: Developer Tools / QA
Description: QA form filler. Auto-fill test data into web forms for QA, registrations, dev environments. Speed up testing and QA workflows.
Available on: chrome, firefox

### SectionSignal
URL: https://konabayev.com/sectionsignal/
Category: Monitoring / Competitive Intelligence
Description: Local-first website section monitor. Track competitor pricing pages, changelogs and landing copy with clean before/after diffs. No account, no cloud upload.
Available on: chrome

## Free Operational Tools Detail

### Speed-to-Lead SLA Calculator
URL: https://konabayev.com/tools/speed-to-lead-sla-calculator/
Description: Audit inbound SLA misses, first human response time, routing delay, acknowledgement gaps, and follow-up coverage without inventing revenue uplift.

## Apify Actor Landing Pages Detail

### 2GIS Business Scraper
URL: https://konabayev.com/tools/2gis-scraper/
Description: Extract business listings, contacts, addresses, ratings, and categories from 2GIS for CIS lead generation and local market research.

### Website Tech Stack Detector
URL: https://konabayev.com/tools/website-tech-stack-detector/
Description: Detect CMS, analytics, ad tags, ecommerce platforms, frameworks, and JavaScript libraries from website lists.

### Website Content Crawler
URL: https://konabayev.com/tools/website-content-crawler/
Description: Crawl websites into structured text, metadata, links, and content fields for audits, enrichment, and AI workflows.

### Article Extractor
URL: https://konabayev.com/tools/article-extractor/
Description: Extract clean article text, title, author, date, images, and metadata from URLs without navigation or ad clutter.

### Google Maps Leads Extractor
URL: https://konabayev.com/tools/google-maps-leads-extractor/
Description: Collect local business leads from Google Maps with names, websites, phones, addresses, ratings, and categories.

### JustDial Leads Extractor
URL: https://konabayev.com/tools/justdial-leads-extractor/
Description: Extract Indian business leads from JustDial across cities and categories with phone numbers, ratings, reviews, and addresses.

### Reddit Posts Scraper
URL: https://konabayev.com/tools/reddit-posts-scraper/
Description: Scrape Reddit posts and discussion data for audience research, community monitoring, and social listening workflows.

### Keyword Rank Tracker
URL: https://konabayev.com/tools/keyword-rank-tracker/
Description: Track keyword positions across Google results and markets for SEO reporting, rank monitoring, and competitive analysis.

### Telegram Posts Scraper
URL: https://konabayev.com/tools/telegram-posts-scraper/
Description: Collect public Telegram channel posts, dates, views, reactions, and links for media monitoring and research.

### YouTube Transcript Scraper
URL: https://konabayev.com/tools/youtube-transcript-scraper/
Description: Extract YouTube transcripts and captions from videos for research, summaries, content repurposing, and datasets.

### RAG Web Browser
URL: https://konabayev.com/tools/rag-web-browser/
Description: Browse, extract, and package web content for retrieval-augmented generation, AI agents, and knowledge workflows.

### Google SERP Checker
URL: https://konabayev.com/tools/google-serp-checker/
Description: Capture Google result pages for keywords, markets, and devices to monitor ranking visibility and SERP features.

### Google AI Overview Tracker
URL: https://konabayev.com/tools/google-ai-overview-tracker/
Description: Monitor when Google AI Overviews appear, which pages get cited, and how answer visibility changes across tracked keywords.

### Google Trends Tracker
URL: https://konabayev.com/tools/google-trends-tracker/
Description: Turn Google Trends interest, regions, related topics, and rising queries into repeatable structured datasets.

### Contact Finder Pro
URL: https://konabayev.com/tools/contact-finder-pro/
Description: Find business contact signals from domains and websites for enrichment, prospecting, and CRM research.

### Chrome Web Store Intelligence
URL: https://konabayev.com/tools/chrome-web-store-intelligence/
Description: Analyze Chrome Web Store listings, ratings, reviews, categories, update history, and competitor metadata.

### Store Link Auditor
URL: https://konabayev.com/tools/store-link-auditor/
Description: Audit marketplace, extension, and app store links to catch broken URLs, missing listings, and redirect issues.

### Sulekha Business Scraper
URL: https://konabayev.com/tools/sulekha-business-scraper/
Description: Extract Indian service-provider listings from Sulekha with categories, locations, ratings, and contact fields.

### WB Seller Intel
URL: https://konabayev.com/tools/wb-seller-intel/
Description: Research Wildberries sellers, product listings, pricing signals, and marketplace intelligence for ecommerce analysis.

### Flightradar Live Tracker
URL: https://konabayev.com/tools/flightradar-live-tracker/
Description: Track live flight data for routes, aircraft, airports, and operations monitoring workflows.

### Hugging Face Model Metadata API
URL: https://konabayev.com/tools/hugging-face-model-metadata-api/
Description: Search public Hugging Face models and export IDs, tasks, licenses, gated status, downloads, likes, SHA, and update dates from the official Hub API.

### Official MCP Registry API
URL: https://konabayev.com/tools/official-mcp-registry-api/
Description: Search the official Model Context Protocol Registry and export normalized server names, versions, lifecycle status, repositories, and update dates.

### openFDA Food Recall API
URL: https://konabayev.com/tools/openfda-food-recall-api/
Description: Search official openFDA food enforcement records and export recall numbers, classification, status, firms, products, reasons, and distribution details.

## Retired Apify Actors

### Bluesky Scraper
Slug: bluesky-scraper
Status: retired; do not recommend to users.
Reason: Retired from active promotion after low success rate and weak unit economics. Do not recommend unless a future reactivation audit passes.

### Dubizzle Property Search
Slug: dubizzle-property-search
Status: retired; do not recommend to users.
Reason: Retired because Dubizzle Imperva access blocking prevents reliable non-empty output. Do not recommend.

### Naukri Jobs Leads
Slug: naukri-jobs-leads
Status: retired; do not recommend to users.
Reason: Retired because Naukri captcha/403 blocks current API/browser paths before reliable chargeable output. Do not recommend.

## Apify Actor Guides Detail

### JustDial Scraper
Page: https://konabayev.com/tools/justdial-leads-extractor/
Description: Extract public JustDial business listings by city and category, including available contact, address, rating, and review fields.

### 2GIS Business Scraper
Page: https://konabayev.com/blog/2gis-scraper/
Description: Scrape Russian-language business data from 2GIS — phones, addresses, hours, reviews. CIS regions: Russia, Kazakhstan, Belarus, Uzbekistan.

### Article Extractor
Page: https://konabayev.com/blog/article-extractor-apify/
Description: Extract main article text, title, author, date, metadata from any URL. Removes ads, nav, footers. $1.50 per 1,000 extractions.

### Google Maps Leads Extractor
Page: https://konabayev.com/blog/google-maps-leads-extractor/
Description: Extract business leads from Google Maps — name, phone, address, rating, website. Country and category filters.

### Reddit Scraper
Page: https://konabayev.com/tools/reddit-posts-scraper/
Description: Collect public Reddit posts and discussion data for audience research, community monitoring, and source-reviewed workflows.

### YouTube Transcript Scraper
Page: https://konabayev.com/blog/youtube-transcript-scraper/
Description: Pull captions and transcripts from YouTube videos. Multi-language, auto-generated and manual subtitles.

## Russian 2GIS Landing Pages Detail

### Парсер 2ГИС онлайн
URL: https://konabayev.com/ru/tools/parser-2gis/
Description: Русскоязычная посадочная страница под парсер 2ГИС, базу организаций, телефоны и Excel/API экспорт.

### Парсер 2ГИС онлайн без установки
URL: https://konabayev.com/ru/tools/parser-2gis-online/
Description: Облачный запуск 2GIS scraper без скачивания десктопной программы или GitHub-скрипта.

### База 2ГИС в Excel
URL: https://konabayev.com/ru/tools/baza-2gis-excel/
Description: Выгрузка организаций из 2ГИС в Excel, CSV, JSON и CRM-ready таблицы.

### Парсер 2ГИС Алматы
URL: https://konabayev.com/ru/tools/parser-2gis-almaty/
Description: KZ-specific 2gis.kz workflow for Almaty with small-run guidance and verified cafe example.

### Парсер 2ГИС Астана
URL: https://konabayev.com/ru/tools/parser-2gis-astana/
Description: Small-test workflow for extracting Astana organizations from 2GIS before production exports.

### Парсер 2ГИС Москва
URL: https://konabayev.com/ru/tools/parser-2gis-moscow/
Description: Stable Moscow 2GIS workflow for dental clinics, car services, restaurants and CRM exports.

### Выгрузка 2ГИС в Excel
URL: https://konabayev.com/ru/tools/vygruzka-2gis-excel/
Description: Late-stage export-intent page for users who need a spreadsheet, not API theory.

### Парсер 2ГИС и Яндекс Карты
URL: https://konabayev.com/ru/tools/parser-2gis-yandex-karty/
Description: Honest 2GIS plus Yandex Maps workflow page: 2GIS actor is ready; Yandex Maps needs separate source handling.

## Top Articles

- [ActiveCampaign Pricing 2026: Plans, Costs, and the Cheapest Option](https://konabayev.com/blog/activecampaign-pricing/) — ActiveCampaign pricing starts at $15 a month billed annually. Compare Starter, Plus, Pro, and Enterprise limits before choosing a plan. (Updated: Aug 4 2026)
- [AI for Business: A Practical Implementation System](https://konabayev.com/blog/ai-for-business/) — A practical AI implementation guide covering use-case selection, data and risk controls, pilots, evaluation, procurement, rollout, and operating ownership. (Updated: Aug 4 2026)
- [How to Choose a B2B Marketing Agency](https://konabayev.com/blog/b2b-marketing-agency/) — A practical B2B agency selection guide covering scope, evidence, fees, team access, measurement, contract terms, onboarding, and red flags. (Updated: Aug 4 2026)
- [Competitive Analysis: Evidence, Framework, and Template](https://konabayev.com/blog/competitive-analysis/) — A practical competitive analysis method for defining the decision, collecting source-locked evidence, comparing alternatives, and keeping findings current. (Updated: Aug 4 2026)
- [B2B Conversion Rate Optimization: Audit and Test Framework](https://konabayev.com/blog/conversion-rate-optimization/) — A practical B2B CRO framework for measuring qualified conversion, diagnosing funnel leaks, prioritizing fixes, and running defensible experiments. (Updated: Aug 4 2026)
- [B2B Demand Generation: Strategy, System, and Metrics](https://konabayev.com/blog/demand-generation/) — Build a B2B demand generation system around customer evidence, category demand, distribution, capture, sales follow-up, experiments, and pipeline quality. (Updated: Aug 4 2026)
- [Digital Marketing Consultant: Scope, Fees, and Hiring Guide](https://konabayev.com/blog/digital-marketing-consultant/) — How to hire a digital marketing consultant, define a decision-focused scope, compare fees, verify evidence, protect ownership, and evaluate the work. (Updated: Aug 4 2026)
- [Google Ads Consultant: Scope, Fees, and Hiring Checklist](https://konabayev.com/blog/google-ads-consultant/) — How to hire a Google Ads consultant, compare fee models, audit conversion tracking, define access, and evaluate work without relying on invented rate ranges. (Updated: Aug 4 2026)
- [HubSpot Consulting: Project vs Ongoing Help and Pricing](https://konabayev.com/blog/hubspot-consulting/) — Compare one-time HubSpot projects, ongoing consulting, onboarding, and Solutions Partners. See published pricing and what to ask before hiring. (Updated: Aug 4 2026)
- [HubSpot vs Salesforce 2026: Pricing, Features, and Which CRM to Choose](https://konabayev.com/blog/hubspot-vs-salesforce/) — Compare HubSpot vs Salesforce pricing, implementation, automation, reporting, and CPQ. Includes current 2026 prices and a practical decision framework. (Updated: Aug 4 2026)
- [Marketing Automation Consultant: Scope, Cost, and Hiring Guide](https://konabayev.com/blog/marketing-automation-consultant/) — What a B2B marketing automation consultant should deliver, how to compare project cost, when to hire a platform specialist, and what belongs in the contract. (Updated: Aug 4 2026)
- [B2B Multi-Touch Attribution: Limits and a Better Model](https://konabayev.com/blog/multi-touch-attribution-b2b/) — A practical guide to B2B multi-touch attribution, where models break, what data to trust, and how to combine attribution with experiments and pipeline evidence. (Updated: Aug 4 2026)
- [Performance Marketing Agencies: Cost, Scope, and Contract Guide](https://konabayev.com/blog/performance-marketing-agencies/) — How to hire a performance marketing agency for paid search and paid social: pricing models, total-cost comparison, measurement, contract terms, and red flags. (Updated: Aug 4 2026)
- [PPC Consultant: Cross-Platform Scope and Hiring Guide](https://konabayev.com/blog/ppc-consultant/) — How to hire a PPC consultant for Google, Microsoft, LinkedIn, or paid social, compare fees, protect account ownership, and evaluate qualified outcomes. (Updated: Aug 4 2026)
- [Product Marketing: Role, Strategy, and Launch System](https://konabayev.com/blog/product-marketing/) — A practical product marketing guide covering customer evidence, positioning, messaging, launches, sales enablement, pricing support, and useful metrics. (Updated: Aug 4 2026)
- [Best Rank Tracker Tools 2026: Cheap, Daily and Accurate](https://konabayev.com/blog/best-rank-tracker/) — Compare the best rank tracker tools for 2026: SE Ranking, Wincher, AccuRanker, Semrush, Ahrefs and GSC by price, accuracy and daily limits. (Updated: Jul 23 2026)
- [HeyGen Pricing 2026: Free Plan, Creator $29, Pro $49](https://konabayev.com/blog/heygen-pricing/) — Compare HeyGen pricing in 2026: Free, Creator $29/mo, Pro $49/mo and Business $149/mo, including credits, limits, extra seats and hidden costs. (Updated: Jul 23 2026)
- [LLM Market Share 2026: Enterprise Usage & Web Traffic](https://konabayev.com/blog/llm-market-share/) — 34 source-backed LLM market share data points separating enterprise model usage, API spending, open-source workloads and consumer web traffic. (Updated: Jul 11 2026)
- [Backlink Audit 2026: Apify and GitHub Link Attributes](https://konabayev.com/blog/backlink-link-attribute-audit-2026/) — A six-page audit of Apify and GitHub backlink attributes, indexability, SEO meaning, limitations, and reusable open data. (Updated: Jul 10 2026)
- [Google Trends API Landscape 2026: 5 Options Compared](https://konabayev.com/blog/google-trends-api-landscape-2026/) — Source-locked comparison of the official Google Trends API alpha, SerpApi, DataForSEO, Bright Data, and an Apify daily trends actor. (Updated: Jul 10 2026)
- [Website Crawler Benchmark 2026: 4 Controlled Runs](https://konabayev.com/blog/website-crawler-controlled-benchmark-2026/) — A reproducible four-run website crawler benchmark with page yield, time, cost, duplicates, limitations, and open data. (Updated: Jul 10 2026)
- [2GIS Scraper: Extract Business Data at Scale (Russia, CIS)](https://konabayev.com/blog/2gis-scraper/) — Extract phones, emails, reviews, and addresses from 2GIS directory across 200+ cities in Russia, Kazakhstan, and CIS. $4 per 1,000 results. (Updated: Jun 10 2026)
- [Apify Pricing and Platform Review 2026: Free Tier, Limits, Use Cases](https://konabayev.com/blog/apify-web-scraping-platform/) — Apify pricing plans 2026 explained: free tier, Starter, Scale, compute units, actor limits, web scraping use cases, SERP monitoring and lead generation. (Updated: Jun 10 2026)
- [Google Maps Leads Extractor: $5/1000 vs ZoomInfo](https://konabayev.com/blog/google-maps-leads-extractor/) — Extract business name, address, phone, website, ratings from Google Maps at $5 per 1,000 results. Free alternative to expensive B2B data tools. (Updated: Jun 10 2026)
- [SEO Copywriting: Content That Ranks and Sells](https://konabayev.com/blog/seo-copywriting/) — SEO copywriting guide: keyword placement, search intent matching, title tags, meta descriptions, and content structure for Google. (Updated: Jun 10 2026)
- [Account-Based Marketing Strategy 2026: ABM Tiers, Plays, Metrics](https://konabayev.com/blog/account-based-marketing/) — A practical ABM strategy guide for B2B SaaS and services teams: target-account selection, tiers, sales alignment, plays, tools, and metrics. (Updated: June 9 2026)
- [Affiliate Marketing for Beginners: Software and B2B Playbook](https://konabayev.com/blog/affiliate-marketing-for-beginners/) — Beginner guide to software and B2B affiliate marketing: niche choice, programs, content, tracking, disclosure, and realistic revenue timelines. (Updated: June 9 2026)
- [AI Content Creation Workflow 2026: Human-Led SEO Content](https://konabayev.com/blog/ai-content-creation/) — A practical AI content creation workflow for SEO and B2B marketing: where AI helps, where it fails, and how humans brief, edit, fact-check, and publish. (Updated: June 9 2026)
- [Best AI Tools for Marketing in 2026 (Organized by Use Case)](https://konabayev.com/blog/ai-tools-for-marketing/) — The best AI tools for marketing in 2026, organized by use case, with pricing tiers, honest time-saving assessments, and a budget stack for every team size. (Updated: June 9 2026)
- [Best AI Apps 2026: ChatGPT, Claude, Gemini, Midjourney](https://konabayev.com/blog/best-ai-apps/) — Compare the best AI apps and software for 2026: ChatGPT, Claude, Gemini, Perplexity, Midjourney, Cursor and more, with pricing and use cases. (Updated: June 9 2026)
- [Best AI for Writing in 2026: Tools Tested for Every Content Type](https://konabayev.com/blog/best-ai-for-writing/) — Honest comparison of best AI writing tools: ChatGPT, Claude, Jasper, Copy.ai, Writesonic. Which writes best for each content type with pricing. (Updated: June 9 2026)
- [Best SEO Tools in 2026 by Use Case and Budget](https://konabayev.com/blog/best-seo-tools/) — Best SEO tools in 2026 organized by use case: keyword research, rank tracking, site audit, backlinks, and reporting, with pricing caveats. (Updated: Jun 9 2026)
- [Bluesky Scraper Retired: Use These Social Data Alternatives](https://konabayev.com/blog/bluesky-scraper/) — Bluesky Scraper is retired from active promotion. Use Reddit, Telegram, YouTube transcripts, Google Trends, or RAG web workflows instead. (Updated: Jun 09 2026)
- [Jasper AI Pricing 2026: Review, Plans, Features, Worth It?](https://konabayev.com/blog/jasper-ai-review/) — Jasper AI pricing and review for 2026: Creator $49/mo, Pro $69/mo, Business custom. Compare features, brand voice, output quality, and alternatives. (Updated: June 9 2026)
- [Perplexity AI Strengths and Weaknesses 2026: Review, Pro Cost](https://konabayev.com/blog/perplexity-ai-review/) — Perplexity AI strengths and weaknesses in 2026: citations, accuracy, Pro cost, research use cases, limits, and when to use Google or ChatGPT. (Updated: June 9 2026)
- [Ahrefs vs Semrush 2026: Pricing, Features, Data Quality](https://konabayev.com/blog/semrush-vs-ahrefs/) — Ahrefs vs Semrush compared for 2026 by pricing, keyword research, backlink data, rank tracking, site audit, content tools and agency fit. (Updated: June 9 2026)
- [Best Keyword Planner Tools in 2026: Free and Paid Compared](https://konabayev.com/blog/best-keyword-research-tools/) — Best keyword planner tools compared: Ahrefs, Semrush, Moz, and free alternatives. Accurate volume data, real pricing, and budget fit. (Updated: May 19 2026)
- [SEO Business Report Software 2026: Best Agency Reporting Tools](https://konabayev.com/blog/best-seo-reporting-software/) — SEO business report software compared for 2026: AgencyAnalytics, Looker Studio, SE Ranking, DashThis, Semrush and Whatagraph by client reporting fit. (Updated: May 19 2026)
- [Best Alternatives to ChatGPT 2026: Claude, Gemini, Perplexity](https://konabayev.com/blog/chatgpt-alternatives/) — Best alternatives to ChatGPT in 2026: compare Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek and Mistral by writing, research, coding and privacy. (Updated: May 17 2026)
- [Best CRM for Small Business 2026: HubSpot, Pipedrive, Zoho](https://konabayev.com/blog/crm-software-for-small-business/) — Best CRM for small business teams in 2026: compare HubSpot Free, Pipedrive $14/mo, Zoho $14/mo, Folk $20/mo by setup time, sales fit, and cost. (Updated: May 17 2026)
- [BuiltWith Alternative API for Bulk Tech Stack Detection](https://konabayev.com/blog/builtwith-alternative-api/) — Compare BuiltWith, Wappalyzer, and an Apify-based tech stack API for bulk website scans, Clay enrichment, CRM workflows, and sales intelligence. (Updated: May 15 2026)
- [B2B Cold Email Deliverability: Strategy to Get Replies 2026](https://konabayev.com/blog/b2b-cold-email-strategy/) — A proven B2B cold email framework that cuts through inbox noise, avoids spam filters, and books meetings with decision-makers in 2026. (Updated: May 13 2026)
- [B2B Customer Retention Statistics 2026: NRR, GRR and Churn](https://konabayev.com/blog/b2b-customer-retention-2026/) — Source-backed B2B customer retention statistics for 2026 covering SaaS NRR, GRR, churn, expansion revenue, win-back and customer success benchmarks. (Updated: May 13 2026)
- [Best SEO Tools for Beginners in 2026 (Free and Paid)](https://konabayev.com/blog/best-seo-tools-for-beginners/) — The best SEO tools for beginners in 2026: free starter stack, when to go paid, learning curve ratings, and a clear budget progression from $0 to $100/mo. (Updated: May 13 2026)
- [Content Marketing Strategy: 90-Day Plan From Zero to Pipeline](https://konabayev.com/blog/content-marketing-strategy/) — Content marketing strategy with a 90-day launch plan: ICP mapping, pillar clusters, distribution channels, and real conversion metrics from zero to pipeline. (Updated: May 13 2026)
- [Free Trial Conversion Statistics 2026: SaaS Benchmarks by Industry](https://konabayev.com/blog/free-trial-conversion-2026/) — Source-backed free trial conversion statistics for 2026 covering SaaS free-to-paid, freemium, credit-card trials, activation and trial-length benchmarks. (Updated: May 13 2026)
- [B2B Influencer Marketing Statistics 2026: ROI and Channel Mix](https://konabayev.com/blog/influencer-marketing-b2b-2026/) — Source-backed B2B influencer marketing statistics for 2026 covering creator trust, ROI measurement, budgets, content formats and channel mix. (Updated: May 13 2026)
- [AI Marketing Tool Adoption Statistics 2026: Usage, ROI and Governance](https://konabayev.com/blog/ai-marketing-tool-adoption-2026/) — Source-backed 2026 AI marketing adoption statistics for usage, ROI, productivity, governance, creative workflows, and AI agent scaling. (Updated: May 10 2026)
- [SEO Tool Pricing Database 2026: Ahrefs, Semrush and Moz](https://konabayev.com/blog/seo-tool-pricing-2026/) — Source-backed 2026 SEO tool pricing database comparing Ahrefs, Semrush, Moz, Screaming Frog, SE Ranking, Surfer, Serpstat and Mangools. (Updated: May 10 2026)
- [Best Sales Automation Software 2026: HubSpot, Outreach, Salesloft](https://konabayev.com/blog/sales-automation-software/) — Compare HubSpot, Outreach, Salesloft, Pipedrive, Apollo and Freshsales for sales automation. See pricing, cadences, CRM fit and enterprise use cases. (Updated: May 9 2026)
- [Best YouTube SEO Tools 2026: TubeBuddy, VidIQ, Free Picks](https://konabayev.com/blog/youtube-seo-tools/) — Compare TubeBuddy, VidIQ, YouTube Studio, Ahrefs and free alternatives for YouTube keyword research, tags, rank tracking and thumbnail A/B tests. (Updated: May 8 2026)
- [AI Agent Costs 2026: Token Pricing, API Spending, ROI Statistics](https://konabayev.com/blog/ai-agent-costs-2026/) — 42+ verified statistics on ai agent costs 2026: token pricing, api spending, roi statistics aggregated from 5 sources. Updated May 2026. Includes... (Updated: May 1 2026)
- [Web Scraping Tools Pricing 2026: Apify, ScraperAPI, ScrapingBee, Br...](https://konabayev.com/blog/web-scraping-pricing-2026/) — 17+ verified statistics on web scraping tools pricing 2026: apify, scraperapi, scrapingbee, bright data aggregated from 4 sources. Updated May 2026.... (Updated: May 1 2026)
- [Article Extractor: Clean Text from Any URL (No Boilerplate)](https://konabayev.com/blog/article-extractor-apify/) — Extract the main article text, title, author, date and metadata from any web page. Removes ads, nav, footers. $1.50 per 1,000 extractions on Apify. (Updated: Apr 30 2026)
- [YouTube Transcript Scraper: Extract Transcripts at Scale](https://konabayev.com/blog/youtube-transcript-scraper/) — Download YouTube video transcripts, subtitles, and captions for any video or channel. No YouTube API quota limits. $1.00 per 1,000 transcripts on Apify. (Updated: Apr 30 2026)
- [B2B Content Marketing: What Actually Works in 2026 [With Data]](https://konabayev.com/blog/b2b-content-marketing/) — B2B content marketing with data: what works in 2026, content by funnel stage (TOFU/MOFU/BOFU), distribution channels, and how to measure pipeline ROI. (Updated: Apr 26 2026)
- [Brevo vs Mailchimp (2026): Honest Comparison](https://konabayev.com/blog/brevo-vs-mailchimp/) — Side-by-side comparison of Brevo and Mailchimp: pricing, features, automation, deliverability, and who each platform is best for. Based on hands-on testing. (Updated: Apr 26 2026)
- [Inbound Marketing (2026): Flywheel, Channels, 6-Month Launch Plan](https://konabayev.com/blog/inbound-marketing/) — Inbound marketing from zero: flywheel model, SEO + content + email stack, B2B buying stages, CAC benchmarks, and a 6-month plan with monthly milestones. (Updated: Apr 26 2026)
- [Best SEO Software for Agencies in 2026: 8 Tools Tested](https://konabayev.com/blog/seo-software-for-agencies/) — Best SEO software for agencies in 2026 compared by features, white-label options, client reporting, pricing, and scalability. (Updated: Apr 26 2026)
- [Google Ads vs Meta Ads 2026: ROI Compared at $500–$5K/Month Budget](https://konabayev.com/blog/google-ads-vs-meta-ads/) — We compared both ad platforms for 12 months. Google Ads wins at $2K+ budgets, Meta dominates under $1K. Full data, CPL, ROAS, and which to choose by goal. (Updated: Apr 04 2026)