The Dev-Marketer Log.
A collection of thoughts on bridging the gap between performance marketing and software engineering in the age of AI.
B2B Lead Generation Statistics 2026
16+ verified B2B lead generation statistics for 2026, aggregated from 5 sources. Covers lead quality, conversion, cost, channels, and sales follow-up.
Marketing Automation Statistics 2026
65+ verified marketing automation statistics for 2026, aggregated from 7 sources. Covers adoption, ROI, productivity, AI workflows, and conversion impact.
SEO Automation Statistics 2026
46+ verified SEO automation statistics for 2026, aggregated from 5 sources. Covers AI SEO, traffic, citations, audits, conversion, and cost.
AI Search Statistics 2026: 52 Stats on ChatGPT & AI Mode
52 verified AI search stats for 2026: Google AI Mode 75M daily users, ChatGPT 800M weekly, AI traffic up 165x vs organic. Free CSV with primary sources.
B2B Marketing Statistics 2026: 34 Stats on LinkedIn & SEO
34 B2B marketing stats: LinkedIn employee networks 12x reach, SEO $33 cost per lead and 5.7x ROI, B2B e-commerce hits $20.9T. Free CSV dataset.
BuiltWith Alternative API for Bulk Tech Stack Detection
Compare BuiltWith, Wappalyzer, and an Apify-based tech stack API for bulk website scans, Clay enrichment, CRM workflows, and sales intelligence.
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: 30 Stats on Generative Engine Optimization
30 verified GEO stats for 2026: market grows 8x to $7.3B by 2031, AI visitors convert 4.4x better, H1-H2-H3 pages get 2.8x more citations. Free CSV.
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.
Bluesky Scraper: Extract Posts and Profiles at Scale
Search and extract Bluesky posts, profiles, and feeds via AT Protocol API. Up to 10K results per run. No browser needed. PPE pricing with first 100 free.
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.
