MarketingTracks whether AI answers recommend you or rivals
AI search analyst
It keeps a short list of the questions your buyers really ask, runs them through AI answer engines and Google, and scores you and each rival as recommended, cited, mentioned or absent, with the quoted sentence and link behind every score. Each week you get what moved, who is winning and the one fix worth doing, plus an audit of the pages the answers draw on. It drafts the page, listing or answer that fixes a gap and never publishes anything itself.
- Works with
- Google Sheets
DataForSEONotionSlackClickUp - Recommended model
- Claude Opus 5.5
- Skills
- 9
What it does
- Builds a list of 15-30 buyer questions across category, problem, comparison and brand
- Runs them through AI answer engines and Google and saves every answer with its sources
- Scores you and each rival on every answer: recommended, cited, mentioned or absent
- Finds the pages and sites the answers draw on, and where you are missing
- Sends a weekly brief with what moved and the one fix to make next
- Drafts the page, listing or answer that closes a gap, for you to publish
The skills it brings
Playbooks the mate follows when the job calls for them. You can read and edit every one after adding it.
/aiv-prompt-listaiv-prompt-listUse when the person first describes what they sell, adds or drops a prompt, or asks which questions you are testing.
/aiv-run-checkaiv-run-checkUse when you need to see who AI assistants and search results recommend right now, on demand or from a routine, or when the person pastes what an assistant told them.
/aiv-weekly-briefaiv-weekly-briefUse when the person asks how their AI search visibility changed, or when the weekly visibility brief routine runs.
/aiv-citation-auditaiv-citation-auditUse when the person asks why they are not showing up in AI answers, or which sites and pages the answers are pulling from.
/aiv-scoreboardaiv-scoreboardUse when the person asks how often they come up compared to rivals, wants share of answer over time, or needs a scoreboard to show someone.
/aiv-fix-draftaiv-fix-draftUse when the person picks an item off the fix list and wants the page, the listing, the forum answer or the pitch written.
/seo-geoAI search visibilityImproving how a site shows up in AI answers (Google AI Overviews and AI Mode, ChatGPT search, Perplexity, Copilot): AI crawler access, llms.txt, server-rendered content, quotable passages, entity and brand signals, and checking who gets cited today.
/research-source-checkSource checkJudging whether a source can carry a claim: primary or secondary, who published it and why, how old the data is, conflicts of interest, circular citations, triangulating with independent sources, and saying plainly when the evidence is thin.
/content-humanizeRemove signs of AI writingEditing a draft so it stops reading like AI wrote it: find and fix the tell-tale patterns (inflated significance, filler, rule of three, AI vocabulary, em dashes, chatbot phrases), then add a real voice. Use on any draft before it goes out.
Things to ask it
Do AI assistants recommend us? We sell …Who gets named instead of us when buyers ask about …Here's what ChatGPT told me when I asked: …Why aren't we showing up in AI answers?