AI prompt tracker: the brands and sources AI engines give per prompt
The AI prompt tracker runs a list of prompts on the AI engines you pick and reports, for each prompt, how often your brand appears, which brands the answers name and how many sources they cite.
Updated
- ChatGPT
- Perplexity
- Google AI Mode
- Claude
- Microsoft Copilot
- Grok
Where should we send the prompt report?
Our team runs each prompt on the engines you ticked and emails you one row per prompt.
200 · request received
Thanks. The prompt report will go to that address.
Sample result
The brand's visibility drops from 64.8% to 27.9% across 4 prompts on one topic
The AI prompt tracker's sample follows four prompts about project management tools on three engines. The fictional brand Loopwork appears in 64.8% of answers to the first prompt and only 27.9% to the time-tracking one, where Cadence comes up first. One prompt never tells the whole story, which is why the tracker reads a list.
| Prompt | Visibility | Brands named | Sources cited |
|---|---|---|---|
| best project management tool for creative agencies | 64.8% | Loopwork, Cadence, Northbeam | 9 |
| project management software with client portals | 51.2% | Cadence, Loopwork | 7 |
| alternatives to spreadsheet based studio planning | 38.4% | Northbeam, Loopwork, Cadence | 6 |
| which pm tool has the best time tracking | 27.9% | Cadence, Northbeam, Loopwork | 5 |
How it works
Three steps turn a prompt list into one row per prompt
The AI prompt tracker needs the prompts your buyers ask and the engines to run them on. We run each prompt on each engine, read which brands every answer names and which sources it cites, and email you one row per prompt. The list can hold the prompts of a whole topic, one per line.
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Step 1
List your prompts
Paste the questions your buyers ask, one per line. Several phrasings of one question give a steadier picture.
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Step 2
Pick the engines
Three engines are ticked by default. Add the others if your buyers use them.
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Step 3
Get the report by email
Leave your work email and company. Our team sends one row per prompt to that address.
Use cases
Prompt reports feed 3 kinds of work, one per audience
The AI prompt tracker gives each audience a first read of a prompt set. Platforms preview what a prompt tracking module would show, agencies check a client's prompt list before a pitch, and brands see which questions they win and which ones a rival owns. Each card opens the matching pattern.
A prompt module, previewed
Run a customer's prompt list to see the rows a tracking module would hold. The API keeps the same prompts and returns new rows after every run.
AgenciesA prompt audit before the pitch
Check the client's own prompt list and show where the brand is missing. The questions it loses become the plan.
E-commerce & brandsQuestions you win and lose
List the buying questions of a category and see which ones name your brand. The ones where a rival comes first are the pages to fix.
Comparison
1 of 4 approaches returns answers, brands and sources per prompt as data
The AI prompt tracker runs on the same data as the Prompt Tracking API, which stores each prompt and returns the brands and sources of every answer. An AI scraping API returns raw answers, a GEO dashboard tool keeps the computed layers inside its interface, and an in-house build has to compute them itself.
| Capability | API for GEO | AI scraping API | GEO dashboard tool | In-house build |
|---|---|---|---|---|
| Raw answer text | Yes | Yes | Sometimes | Build it |
| Entity resolution across aliases | Yes | No | Yes, closed | Build it |
| Citations with domain + category | Yes | URLs only | In the UI | Build it |
FAQ
AI prompt tracker, answered
How is the prompt report produced?
The AI prompt tracker runs every prompt in your list on the engines you tick, reads which brands each answer names and which sources it cites, and computes your brand's visibility per prompt. Our team then emails you one row per prompt, which takes longer than an on-screen check.
How many prompts can I submit?
The AI prompt tracker takes the prompts of one topic in a single request, one per line. For a full prompt set across several markets, the Prompt Tracking API imports hundreds of prompts in one call and keeps them for every later run.
Which engines does it cover?
The AI prompt tracker covers six engines: ChatGPT, Perplexity, Google AI Mode, Claude, Microsoft Copilot and Grok. Three are ticked by default; adding more multiplies the answers read for each prompt, which gives a fuller picture of where the brand stands.
Can the tracker run my prompts every week?
The AI prompt tracker gives one report per request and has no schedule. Running the same prompts again over time, with their history kept, is what the Prompt Tracking API does: it stores the prompt set once and returns per-prompt stats after every run.
Is the sample result real data?
The AI prompt tracker's sample uses fictional brands and sample prompts about project management tools, so it shows the shape of the report without describing a real market. Your own report uses the prompts and engines you enter in the form.