7 min read2026-10-07
Push a Slack alert when AI mentions your brand
A scheduled worker that fans your queries across six AI engines, detects when your brand's mention or citation status changes, and posts it to Slack. No scraping. Free audit.
Field notes
GEO, AEO & AI visibility for developers
See how answer engines cite brands, then pull the raw evidence into your own agent.
Articles
How AI answer engines cite brands, and how to pull the raw answers yourself.
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What is a GEO data layer?
A GEO data layer is one API/MCP endpoint returning the raw answers ChatGPT, Perplexity, and Google AI Overviews give - plus citations and sources.
What is Answer Engine Optimization (AEO)?
What is Answer Engine Optimization (AEO)? A clear definition, AEO vs SEO comparison, why it matters, how to do it, and how to measure AI citations.
Read article: Push a Slack alert when AI mentions your brand
8 min read2026-10-07
Build a competitor AI-visibility watch bot
A bot that fans your category queries across six AI engines, ranks every brand the answers name, and flags new entrants and rank changes run over run. No scraping. Free audit.
8 min read2026-10-06
Build a scheduled citation-tracking worker
A Cloudflare Worker on a cron trigger that fans your queries across six AI engines, records whether your domain is cited, and appends a diffable history. No scraping. Free audit.
8 min read2026-10-06
Build an AI share-of-voice monitor with Claude Code
Wire AgentGEO's MCP server into Claude Code, fan one query set across six AI engines, and compute share of voice per engine - a monitor you own, not a dashboard. Free audit.
7 min read2026-10-05
Gemini grounding sources, as a plain API
Get Gemini's grounding sources as structured data with one POST. When Gemini grounds a query it returns sources[]; ungrounded is a real signal. Free audit, no card.
7 min read2026-10-05
A Copilot answer API: Microsoft Copilot answers + Bing sources
Get Microsoft Copilot's answer text and its Bing-backed sources with one POST. Country steers the Bing market; failed scrapes redeem free. Free audit, no card.
7 min read2026-10-02
Find competitor mentions in AI answers
Parse answerText across every AI engine for competitor names - word-boundary matching, alias lists, no false positives - and tally share of mentions. Free audit.
7 min read2026-10-02
The AI citation share-of-voice formula
The AI share-of-voice formula, defined precisely: citation vs mention denominators, URL normalization, position-weighting and the sampling caveats. Free audit.
7 min read2026-10-01
Check AI answers for hallucinations about your brand
Monitor answerText across every AI engine for false claims about your brand - wrong pricing, invented features, dead comparisons - and flag them for review. Free audit.
7 min read2026-10-01
Track your brand across every AI engine, from one call
Send one query with all six surfaces, get one answer per AI engine, and tally both citations and mentions per surface - a cross-engine brand tracker. Free audit.
7 min read2026-09-30
The Perplexity sources JSON, field by field
A field-by-field reference for the Perplexity sources JSON: title, url, position and the answer object around them. Parse it with jq or Python, normalize URLs cleanly.
7 min read2026-09-30
Get the raw ChatGPT answer text via API
Get the full raw ChatGPT answer text via API - the answerText string, ready to store, diff and run NLP on. One POST, no browser. Empty sources[] still carries text.
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