The Dev-Marketer Log.
A collection of thoughts on bridging the gap between performance marketing and software engineering in the age of AI.
Lead Response Time Statistics: B2B Speed-to-Lead Data
40 source-locked B2B lead response time statistics from primary 2024, 2021 and historical 2011 studies, with denominators and free datasets.
Demand Generation Statistics 2026: KPIs, Handoff and Measurement
35 source-locked demand generation statistics for 2026 on ROI confidence, targeting, lead handoff, ABM measurement and MQL definitions, with free data.
Martech Stack Benchmarks 2026: Utilization, Integration and AI Overlap
22 source-locked martech claims plus 10 labeled enterprise SaaS comparisons for 2026, covering utilization, tool churn, AI overlap and integration.
B2B Buyer Journey Statistics 2026: 30 Data Points
30 source-backed B2B buyer journey statistics covering cycle length, Day One shortlists, seller contact, buying groups, AI and observed touchpoints.
B2B Sales Benchmarks 2026: Win Rates, Quota & Cycles
50 source-backed B2B sales benchmarks for 2026 covering win rates, quota attainment, sales cycles, seller time, AI, pipeline, stakeholders and expansion.
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.
