AI Prompt Tracker
Track the exact prompts your buyers type into AI engines. See when ChatGPT, Gemini, Claude and Perplexity name your brand — and when they recommend a competitor instead — with a weekly timeline for every prompt that matters.
Every AI answer starts with a prompt. "What's the best CRM for a five-person team?" "Cheapest alternative to a big SEO suite?" "Which project management tool integrates with GitHub?" Each of those prompts is a moment where an AI engine either names your brand — or names a competitor. An AI prompt tracker turns that moment into a metric: it re-runs the same prompt on a schedule and shows you, prompt by prompt, whether your brand is winning the AI answer.
What is an AI prompt tracker?
An AI prompt tracker is a monitoring tool for the individual questions people ask AI engines about your category. You feed it the prompts your buyers actually use, and it re-runs each one against ChatGPT, Gemini, Claude and Perplexity on a schedule — logging whether your brand is mentioned, where it sits in the answer, which competitors are named ahead of you, how the AI describes you, and which sources it cites.
Unlike a broad "AI visibility" check that measures your presence across a whole topic, prompt tracking is granular. You see the specific prompt "best SEO tools for small business" moving from position #7 to #3 over eight weeks — and you can prove which content pushed the number.
Prompt · "best SEO tools for small business"
How prompt tracking actually works
For each prompt you're tracking, SignalSumo sends the exact wording to every AI engine you've enabled. It reads the generated answer, extracts every brand named, works out where each brand sits in the response, tags the sentiment ("recommended", "mentioned in passing", "warned against"), and stores the sources the AI cited to justify its picks.
All of that snapshots into a row in your prompt history. Do it weekly and the row becomes a timeline: position over time, brands entering and dropping out, sentiment shifts, citation churn. That timeline is what lets you tell a real story about AI visibility — instead of debating whether a one-off screenshot means anything.
Weekly prompt run — sample flow
Keyword tracker vs AI prompt tracker
A keyword rank tracker asks "where does my page appear when someone searches this keyword?" An AI prompt tracker asks "when someone asks the AI this prompt, does it name my brand — and where?" Keywords are how people search links; prompts are how people ask questions. The prompts your buyers use are almost always longer, more specific, and more comparative than the keywords they type into Google. Tracking them directly is the only honest way to measure AI visibility.
Cover ChatGPT, Gemini, Claude and Perplexity in one place
Each AI engine draws from different training data, weighs sources differently, and — increasingly — pulls live results from the web with its own retrieval logic. Your brand can be #2 in ChatGPT and unmentioned in Gemini for the same prompt. Tracking all four engines from a single dashboard is the only way to see where the gap is and which engines are worth optimising for first.
Watch competitors that keep winning your prompts
Every prompt you track surfaces the brands the AI recommends. Over dozens of prompts a pattern emerges: the same three or four competitors keep appearing ahead of you. That list is your AI Share of Voice and it's more actionable than any classic competitor set, because these are the brands the AI has already decided are the answer. Beat them at the prompt level and you enter the shortlist.
Score every prompt with GEO Score™
GEO Score™ collapses each prompt's week into a 0–100 number weighing mention presence, position, sentiment, citations and competitive strength. Roll it up across all your tracked prompts for a category-level score, or drill into a single prompt to see exactly why the number moved. It's the metric that turns AI prompt tracking from a curiosity into a KPI you can put on a dashboard.
How to track your brand's rank in ChatGPT
From a cold domain to a weekly ranking trend in four steps — no technical setup.
Enter your domain
Just your site — we automatically pick the highest-intent question your buyers ask AI. Add your own if you prefer.
We scan ChatGPT live
SignalSumo sends ChatGPT the prompt and reads the real answer — the same one your customers see.
Get your GEO Score & rank
See whether ChatGPT recommends you, your position in the answer, the competitors named, and your GEO Score™.
Track weekly & act
We re-check every week so you get a ranking trend, plus the exact opportunities to climb.
What SignalSumo tracks for every prompt
Six signals that turn "are we in AI answers?" into a number you can move.
Brand mention
Whether each AI engine names your brand in the answer to this prompt.
Answer position
Where your brand sits inside the AI response — first, middle, or buried.
Sentiment
How positively the AI describes you when it does mention you.
Competitors named
Every rival brand the AI recommends in the same answer.
Cited sources
The URLs the AI leaned on — your citation-earning roadmap.
Weekly timeline
A rolling history of position, mention rate and GEO Score™ per prompt.
Keyword Rank Tracker vs AI Prompt Tracker
| Keyword Rank Tracker | AI Prompt Tracker AI | |
|---|---|---|
| Unit tracked | A short search keyword | ✓A full buyer prompt (natural sentence) |
| What it measures | Your page position in Google results | ✓Whether the AI names your brand in its answer |
| Where the answer comes from | Ten indexed pages | ✓A single synthesised response |
| Competitive view | Ranking domains around you | ✓AI Share of Voice — brands the AI recommends |
| Signals that move the needle | Backlinks, on-page SEO, technical health | ✓Mentions, third-party citations, comparison content |
| Score | Average position / visibility % | ✓GEO Score™ per prompt (0–100) |
| Buyer moment | They scroll and pick a link | ✓They're handed a named shortlist |
Track more prompts without changing your plan.
An AI Prompt package adds prompt capacity on its own monthly cycle and stacks on top of your current plan. It unlocks the whole area — Prompt Tracker, Prompt Research and AI Competitors — and every tier is checked weekly rather than monthly, because a monthly reading is not worth paying for.
up to 2,000 on the largest package
- Stacks on any plan, including Starter
- Weekly re-scans on every tier
- Cancel or change tier without touching your plan
Your free scan is one prompt. Here's the full picture you unlock.
Create a free account and this scan becomes a live AI Intelligence workspace — tracking, competitors, research and the roadmap to climb.
AI Visibility Overview
Your brand's mention share across every AI engine, with trends and the sources shaping how AI describes you.
AI Competitors
Head-to-head AI Share of Voice — see exactly who AI recommends instead of you, and in which markets.
Prompt Research
Discover every question your buyers ask AI, ranked by AI search volume, so you know exactly what to win.
Prompt Tracker
Weekly tracking across ChatGPT, Gemini, Perplexity & Claude — with alerts the moment your rank moves.
ChatGPT rank tracking, explained
A tool that re-runs the same buyer prompts against AI engines on a schedule and records, per prompt, whether your brand is named, at what position, with what sentiment, alongside which competitors, and citing which sources.
A prompt is the full question a person types into an AI engine — usually longer and more comparative than a Google keyword. "Best SEO tools for a five-person agency on a tight budget" is a prompt; "seo tools" is a keyword.
ChatGPT Rank Tracker — FAQ
What is an AI prompt tracker?+
How is a prompt tracker different from an AI rank checker?+
Which AI engines does it track?+
How do I pick which prompts to track?+
How often are prompts re-run?+
Is there a free AI prompt tracker?+
Does it show which competitors win each prompt?+
What is GEO Score™?+
Will the AI answer change every time it's asked?+
How do I actually improve a prompt's position?+
Do I need a credit card to try it?+
What happens after I sign up?+
Explore the SignalSumo AI SEO suite
Which prompts is AI answering with a competitor?
Run a free live prompt scan — see your GEO Score, the brands winning that answer, and start tracking every prompt that matters.