The Dev-Marketer Log.
A collection of thoughts on bridging the gap between performance marketing and software engineering in the age of AI.
Cold Email Statistics 2026: 39 Stats from 2M+ Real Emails
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.
GEO Statistics 2026: Citation Visibility & Optimization Evidence
Primary-source GEO statistics for 2026 covering citation visibility, tested optimization methods, benchmark design and cross-platform AI search evidence.
SaaS Pricing Statistics 2026: 46 Stats on Usage-Based Growth
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.
2GIS Scraper: Extract Business Data at Scale (Russia, CIS)
Extract phones, emails, reviews, and addresses from 2GIS directory across 200+ cities in Russia, Kazakhstan, and CIS. $4 per 1,000 results.
JustDial Scraper: Extract Indian Business Leads ($2.50/1K)
Extract verified business data from JustDial.com — phones, emails, ratings, reviews across 50+ Indian cities. Cheapest JustDial data extraction tool.
Article Extractor: Clean Text from Any URL (No Boilerplate)
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.
Google Maps Leads Extractor: $5/1000 vs ZoomInfo
Extract business name, address, phone, website, ratings from Google Maps at $5 per 1,000 results. Free alternative to expensive B2B data tools.
Google SERP Checker: Scrape Results for $0.002/Keyword (Not $0.10)
Extract Google search results, positions, titles, and URLs for any keyword. 50x cheaper than DataForSEO. $1.50 per 1,000 SERP checks on Apify.
Keyword Rank Tracker: Monitor Positions for $0.0025 Each
Track your keyword positions in Google search results without a $99/mo SEO tool. Pay only for what you check. $2.50 per 1,000 rank checks on Apify.
RAG Web Browser: Real-Time Web Access for AI Models
Apify RAG Web Browser fetches and cleans web pages for LLM context. Structured text output for Claude, GPT-4, and any AI that needs real-time web data.
Reddit Scraper: Extract Posts and Comments Without API Approval
Scrape Reddit posts, comments, subreddit feeds, search results, and user submissions as JSON or RAG Markdown. No Reddit OAuth app or PRAW scripts needed.
YouTube Transcript Scraper: Extract Transcripts at Scale
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.
Website Tech Stack Detector: Identify Tech on Any Site
Scan any website and identify CMS, JavaScript frameworks, analytics, CDN, payment tools, and more. From $3 per 1,000 analyzed websites.
