Learn the method. Then run it.
A small, reviewed library. Every piece does a job.

GUIDELatestTrack Your Products in AI Shopping CarouselsTrack the product cards shoppers see in ChatGPT and Google AI Mode, then turn missing products into clear page and catalog tasks.Read article →
GUIDEWhen ChatGPT Has Outdated Facts About YouThe same error can come from the model's memory, from a page that is still online, or from a gap the AI filled in. Each origin is fixed somewhere different.
COMPARISONThe 12 Best AI GEO Tools and Agents in 2026, RankedCitePatch, Profound, Peec AI, Otterly.AI, Scrunch, AthenaHQ, AirOps, Goodie, Semrush, SE Ranking, Ahrefs Brand Radar and Evertune — what each GEO tool or agent actually does, what it costs and where its job ends.
GUIDEWhat Does ChatGPT Say About Your Company?The answer a buyer hears about you was written by a model from whatever it found. Here is how to know what it says, why it is wrong, and what to do about it.
GUIDEAI Shopping Visibility: Are Your Products the Ones AI Recommends?The shortlist happens before your site. If you are not measuring which products AI recommends, under which merchant and at which price, someone else is deciding for you.
GUIDEPeec AI vs Profound: what each one monitors, and what neither one changesTwo AI visibility trackers, one honest comparison. Engines, method, published prices and the team profile each one fits — plus the row where CitePatch sits, including where it loses.
GUIDEScrunch AI and Otterly.AI: pricing in 2026 and the alternatives worth a lookTwo trackers, two pricing pages read on the same day, and the alternatives — Peec AI, Profound, CitePatch, SE Ranking and Semrush — placed by what each one actually does.
GUIDEAI Visibility Tracker in a Spreadsheet: Free Template and MethodBefore you pay for a tracker, run one for free. The template, the weekly loop, and the point where a sheet stops being enough.
GUIDEGA4 AI Assistant Channel: What It Counts and What It MissesThe native channel is a start, not the whole picture. What the rule matches, what leaks, and how to widen the net.
GUIDEFrom AI Answer to Source Page: An Evidence-Guided Diagnosis WorkflowWhy does the model cite them, not you? A workflow that stays honest about evidence.
GUIDEAI Search Visibility for B2B SaaS: What to Measure Beyond One ChatGPT PromptWhy one ChatGPT screenshot is not a benchmark — and the three things worth measuring instead.
GUIDEBuilding a Commercial Prompt Universe for a B2B SaaS ProductThe buyer questions worth measuring — and how to keep the set honest.
GUIDEHow to Verify an AI Search Content Change Without Overclaiming CausalityDid the change actually work? How to answer honestly, with baselines and controls.
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