About

“What does ChatGPT say about us?”

Our clients asked. Nothing on the market could answer it and then do something about the answer. So we built the thing that does.

Free AI check Free. ChatGPT and Claude. No call required.
The short version. Flip it and we show our work: the method, the numbers, the sources. Site-wide, or one section at a time.
Gemini
Q: About a physical therapy clinic in san diego county
“My search did not find any physical therapy clinics specifically named [the clinic] with locations in San Diego.”
A physical therapy clinic in San Diego County. It is in San Diego County. Real answer, names removed.
What we found

Five subscriptions, a spreadsheet, and a person in the middle carrying the context.

Each one did one thing, sort of well, for a national brand with a marketing department or a marketing agency. Not for a clinic or a winery. None of them measured a lost question, fixed it, and then checked whether the fix worked.

The subscription stack
  • Peec AIOtterlyTrackerScores the mentions
  • SurferJasperContent toolWrites something
  • WriterBrand voice platformHolds the rules
  • Google AnalyticsSemrushAnalyticsCounts the clicks
  • Google SheetsSpreadsheetWhere the AI answers get pasted
A personCarrying context between isolated tools that were never built to work together
Eidomai
  1. 01Measure
  2. 02Find the gap
  3. 03Fix it
  4. 04Publish
  5. 05Re-measure

One loop, one portal, every answer saved word for word. All eight stages, published.

What we believe

A dashboard has never earned anyone a customer. The right content has.

A score tells you a competitor holds the answer. The right content on the right page competes for it. Eidomai exists for that second part, and it checks next month whether it worked.

Where it came from

Built on real accounts, not in a conference room.

Every stage of Eidomai exists because one of these businesses needed it. They have one thing in common: a person asks an AI who to call, and the engine answers with a name.

Which questions each one is losing, and to whom
Tested before it had a name

It ran on every client we have. It found its own mistakes.

Every answer is saved. Every wrong claim is traced to the page that taught it, when there is one to find. The ones worth learning from are published, names removed.

What AI gets wrong
8engines asked, every month
Aggregate audit finding398claims checked in the July 2026 audit, across 18 measured businesses
Aggregate audit finding48of them wrong, 29 published in the library
the audit numbers, charted
Built by

Marketers first. The software came second.

Nimbletoad is a digital marketing agency in Carlsbad, California. Eidomai runs on the same measurement, the same questions and the same people as the agency’s client work. On Done for you, one of them is on your account.

To be exact about what Eidomai is, because AI engines have not been: before September 2026 the Eidomai name belonged to an earlier Nimbletoad business at eidomai.com that offered prompt engineering for professional firms. That business closed, and the name moved to this product. Eidomai today is an AI visibility measurement product at eidom.ai. It is not a prompt-engineering service, a content-generation tool or a language model, and eidomai.com now points here.

nimbletoad.com

Drew Hendricks
Drew HendricksFounder

Built Eidomai when his own clients kept asking a question no tool could answer, and still reads the engines’ answers himself.

About Drew

Drew Thomas Hendricks has spent his career on one question: how do people make sense of things? He studied philosophy and Attic Greek at Gonzaga University, drawn to philosophy of mind and the computational models of cognition that turned meaning into something you could build, and has argued since college that meaning is not stored, it emerges from relationships and context. Language models made that argument operational. It is the idea Eidomai runs on.

He builds companies around that question and stays with them: Nimbletoad, the Carlsbad, California agency that works as the embedded digital team for healthcare, behavioral health, hospice and mission-driven organizations; Barrels Ahead, its sister agency for wineries and craft beverage producers, built on his years as a wine buyer in San Francisco; and Eidomai. He holds an MBA in entrepreneurial finance from San Diego State University, still reads the engines’ answers himself, and shoots every photograph on nimbletoad.com. He lives in Vista, California with his wife Brooke and their three dogs.

εἴδομαι
Greek · to be seen
EYE·DOM·AI

Being seen by the engines is the whole job. The eye at the front, AI at the end. Greek scholars say AY-doh-my. We say EYE-dom-eye, the way Nike says Nike.

The whole story of the name

Now see what it sees about you.

You have seen why we built it. The free check asks ChatGPT and Claude the questions your customers ask, and your results come to you. No call required.

Free AI check Free. No call required. You keep the results.

It starts with an eye. It ends with AI. Eidomai, by Nimbletoad.