The Regional Marketing Log.
Practical lessons from regional campaigns and the systems built behind them.
LinkedIn Ads Benchmarks 2026: ROAS, CPC & Funnel Data
24 source-backed LinkedIn Ads benchmarks for 2026 covering CPC, ROAS, company-level cost, budget share, funnel influence and time to revenue.
LLM Market Share 2026: Enterprise Usage & Web Traffic
34 source-backed LLM market share data points separating enterprise model usage, API spending, open-source workloads and consumer web traffic.
Vibe Coding Statistics 2026: Security Benchmarks
24 primary-source vibe coding statistics for 2026 comparing functional correctness, secure implementations, agent frameworks and mitigation results.
Backlink Audit 2026: Apify and GitHub Link Attributes
A six-page audit of Apify and GitHub backlink attributes, indexability, SEO meaning, limitations, and reusable open data.
Email Deliverability Statistics 2026: Inbox & Spam Data
56 source-backed email deliverability statistics for 2026 on inbox placement, spam complaints, authentication, bounce rates and sender requirements.
Google Trends API Landscape 2026: 5 Options Compared
Source-locked comparison of the official Google Trends API alpha, SerpApi, DataForSEO, Bright Data, and an Apify daily trends actor.
Marketing Analytics Statistics 2026: ROI, Data & Attribution
51 source-backed marketing analytics statistics for 2026 on ROI, attribution, data quality, privacy, AI and measurement, with a free dataset.
SaaS Benchmarks 2026: Growth, NRR, CAC & Margins
50 source-backed SaaS benchmarks for 2026 covering growth, NRR, GRR, CAC, payback, gross margin, operating expense, conversion and software spend.
Website Crawler Benchmark 2026: 4 Controlled Runs
A reproducible four-run website crawler benchmark with page yield, time, cost, duplicates, limitations, and open data.
AI Agents for Marketing Statistics 2026: Deployment and Barriers
Eleven source-bounded AI-agent figures from the 2025 Martech for 2026 report, covering deployment, autonomy, integrations and adoption barriers.
Marketing Automation Statistics 2026: Adoption and SaaS Waste
Fourteen audited marketing-automation statistics covering martech utilization, AI use cases, SaaS waste, visibility, ownership and pricing risk.
Web Scraping Statistics 2026: Surveys and Crawl Observations
21 sourced claims and observations: 2026 survey findings on proxies and AI, historical Apify activity, billing units and four dated local crawl runs.
AI Referral Traffic Benchmarks 2026: ChatGPT, Claude, Gemini
Dated AI referral observations from June 2026, a small owned-site example, and Seer Q3 2025 CTR comparisons, with measurement limits and data.
