Technical coverage / Search systems
Practical reporting for engineers, site owners, and technical marketers. Follow what platforms document, inspect the mechanics, and use a repeatable check on your own site.
Connect answer engine optimization with developer social listening. Compare citation research, review crawler access and measure product visibility accurately.
Coverage
AEO and listening
OpenAI Signals shows a rising share of product-information research. See what the findings mean for AEO/GEO content, product fit and accurate AI answers.
AEO and listening
Choose AI search prompts around customer decisions, map questions to supporting pages, and measure retrieval, citations and recommendations separately.
AEO and listening
Compare AI search citation studies without confusing total citation share with top-source share. Build a source audit for your developer-tool category.
AEO and listening
Diagnose why competitors appear in AI answers. Audit eligibility, product facts, cited sources and repeat results with a practical SaaS citation-gap worksheet.
AEO and listening
Choose third-party AI citation opportunities from real buyer questions. Use a practical evidence brief for comparisons, reviews and developer communities.
AEO and listening
Build a GA4 report for AI Assistant sessions, landing pages and registrations. Includes setup steps, collection checks and a worked attribution report.
AEO and listening
Prioritize AI search content around customer decisions. Choose between references, comparisons, tutorials, research and tools with a practical SaaS workflow.
Coverage
Google Search
Learn how Google AI Overviews and AI Mode select supporting links, what makes a page eligible, and which site improvements Google recommends.
Google Search
Google requires no special AEO or GEO setup. Check indexing, improve technical answers, and add relevant schema without mistaking it for a citation guarantee.
Google Search
A practical guide to Google Search Console's Generative AI performance report: its metrics, dimensions, limits, and a repeatable way to use the data.
Google Search
Google can expand one question into related searches. Learn what query fan-out means, how citation studies measure it and where the evidence is limited.
Coverage
ChatGPT Search
Understand OpenAI’s published crawler roles and check the robots.txt, CDN, firewall, and analytics settings that affect ChatGPT Search access.
Coverage
Claude
Learn what ClaudeBot, Claude-SearchBot, and Claude-User do, how Anthropic documents robots.txt controls, and how to check crawler access.
Coverage
AI crawlers
Measure provider-level crawl requests against referred page requests. Compare reporting methods and review crawler access rules for your documentation.
Coverage
Browser agents
Build agent-usable forms with semantic HTML, explicit error states and stable controls. Test task completion separately from Lighthouse audits and WebMCP.
Coverage
Developer listening
Plan developer monitoring across GitHub, Reddit and technical forums. Compare channel data without assuming activity counts prove an audience migration.
Developer listening
Review developer-community rules on generated content, promotion and affiliation disclosure. Use a technical reply checklist tailored to each platform.
Reporting standard
Each guide links platform behavior to primary documentation and lists the sources at the foot of the article. Recommendations are kept separate from documented requirements. Features change, so every guide includes a source-check date.
