#original-research

Which sites Google's AI Overviews cite, how often, by query intent. Domain authority, content length, schema, and freshness signals from a 1,000-query sample.

Which SaaS landing pages get cited in ChatGPT, Perplexity, Claude, and Gemini answers — and what their pages do differently. Audit findings + scoring rubric.

Where agencies deploy agents, monthly token spend, ROI, blockers, and 2026 staffing changes. Original quantitative data from 250 marketing/dev agencies.

Pass rate, error class, latency, and tool-call success across 100 production MCP servers. The first comprehensive reliability study of the MCP ecosystem.

Indexing speed, ranking trajectory, SERP feature wins, and CTR for 200 paired AI-vs-human articles tracked across 6 months. Methodology + downloadable dataset.

How much agencies spend per agentic SEO audit, content brief, ad-copy iteration, and client report — with revenue lift attributed. 50 measured workflows.

Reply rates, meeting-booked rates, deliverability, and bounce data from 100K AI-sent vs human-sent cold emails. Statistical breakdown by industry vertical.

How GPTBot, ClaudeBot, Google-Extended, and PerplexityBot crawl real sites — frequency, depth, paths preferred, and refresh cadence. Server-log evidence.

Which schema types are deployed, error rates, AI-search-visibility correlation, and WordPress/Webflow/Shopify gaps. 5,000-site audit + downloadable spreadsheet.

What converts on B2B and DTC landing pages — hero patterns, social-proof formats, CTA placement, and AI-copy variants. Statistically significant data.

Developer survey results — AI coding tool adoption rates, time spent per workflow, primary tool satisfaction, and agency-team productivity deltas for 2026.

The Frontier Model Release Velocity Index tracks new-model launch rates per provider — OpenAI, Anthropic, Google, Alibaba, Zhipu. Q2 2026 trajectory data.

Q2 2026 efficient-frontier analysis — Pareto scatter plots mapping speed, quality, and cost across 20 frontier models. Identifies the dominant strategies.