Start with the questions
Add prompts your customers ask, group them with tags, and choose the AIs and brands you want to compare.
Understand how AI answers talk about your business. Track the questions your customers ask, compare competing brands, and view the sources behind each mention.
Compare brand mentions across prompts and engines.
17 of 20 answers
5 sample prompts
Among tracked brands
| Prompt | ChatGPT | Claude | Gemini | Perplexity | Competitor example |
|---|---|---|---|---|---|
| best project management software | #1 | #2 | #1 | #1 | Competitor A #3 |
| simple task management for small teams | #2 | #1 | — | #3 | Competitor B #1 |
| project planning tools for startups | #1 | #3 | #2 | #2 | Competitor C #1 |
| best software for remote collaboration | #3 | #2 | #4 | #1 | Competitor A #2 |
| affordable team productivity tools | — | #2 | #3 | — | Competitor B #1 |
Showing all models. Example data.
Add prompts your customers ask, group them with tags, and choose the AIs and brands you want to compare.
See which answers mention you, where you appear among tracked brands, and which websites are cited.
Monitor how your brand appears in AI answers over time and find opportunities to improve your visibility.
Track how your brand appears in AI answers over time. Compare new results with earlier checks as you make improvements, and see where to focus next.
Compare mention rate, share of voice, average position, and citation rate. Keep the sample size alongside the result.
Track competing brands and their aliases. See who appears for each prompt and how the balance changes between runs.
Read the full response, highlighted mentions, supporting sources, and changes from the previous comparable answer.
Explore frequently cited domains, your own cited pages, and new sources. Export the source list for further research.
Run selected prompts or schedule weekly, fortnightly, or four-weekly checks. Review visibility summaries in an email digest.
Choose engines and samples per prompt, review estimated costs, and set a budget for checks. Track recorded usage by run.
Start with the questions your customers ask. Choose the AIs and brands to compare, then see where your brand appears and which sources are cited. Repeat checks to track changes over time. Results come from sampled AI answers, not search rankings.
What the numbers mean
Answers that name your brand
Your share of tracked brand mentions
Search answers that cite your domain
Our most commonly asked questions about AI Rank Tracker.
The workflow covers OpenAI / ChatGPT, Claude, Perplexity, and Gemini through their APIs. OpenAI, Claude, and Perplexity use web search. Gemini is measured without web search, so its citation rate is not measured.
Not necessarily. Models, search, location, and personalisation can produce different answers. These observations describe the sampled API responses, rather than every answer a customer may see.
A completed answer can omit your brand. That is different from a failed or unanswered request. Visibility metrics use completed answers, and position is averaged only where your brand appears.
Creating a StackMango account is free. The tool workflow uses your connected provider accounts, whose API usage may be billed separately. Estimates and recorded costs help you monitor that usage; your provider’s billing record remains authoritative.
Tracking helps identify patterns and questions worth investigating. It does not guarantee mentions, citations, traffic, or a particular position in future answers.
Still have a question? Contact us or read the documentation.
Create a free account, connect your API key, and run your first brand visibility check.
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