The Dev-Marketer Log.
A collection of thoughts on bridging the gap between performance marketing and software engineering in the age of AI.
Content Marketing Statistics 2026: ROI, Channel Mix and Pipeline
Source-backed 2026 content marketing statistics for ROI, channel mix, blog and SEO performance, B2B effectiveness, AI usage, and pipeline impact.
Email Marketing Benchmarks 2026: Open, Click, CTOR and Orders
Source-backed 2026 email marketing benchmarks for open rates, click rates, CTOR, automated flows, campaign conversion, and revenue per send.
SEO Tool Pricing Database 2026: Ahrefs, Semrush and Moz
Source-backed 2026 SEO tool pricing database comparing Ahrefs, Semrush, Moz, Screaming Frog, SE Ranking, Surfer, Serpstat and Mangools.
Webinar Marketing Statistics 2026: Attendance, Conversion and Cost
Source-locked webinar marketing statistics for 2026 covering attendance rates, registration to attendee conversion, costs, replay value and pipeline impact.
AI Agent Costs 2026: Token Pricing, API Spending, ROI Statistics
42+ verified statistics on ai agent costs 2026: token pricing, api spending, roi statistics aggregated from 5 sources. Updated May 2026. Includes...
Chrome Extension Statistics 2026: Adoption, Uninstall Rates and Pow...
32+ verified statistics on chrome extension statistics 2026: adoption, uninstall rates and power users aggregated from 6 sources. Updated May 2026. Includes...
LinkedIn Marketing Statistics 2026: Engagement, Ads and ROI
56+ verified statistics on linkedin marketing statistics 2026: engagement, ads and roi aggregated from 6 sources. Updated May 2026. Includes downloadable...
Web Scraping Tools Pricing 2026: Apify, ScraperAPI, ScrapingBee, Br...
17+ verified statistics on web scraping tools pricing 2026: apify, scraperapi, scrapingbee, bright data aggregated from 4 sources. Updated May 2026....
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.
