When AI answers expose sources, track them.
Trakkr runs one controlled prompt set across all 8 models. Its citation table records the exact source links exposed by ChatGPT Search, Google AI Overviews, and Perplexity, alongside mentions and competitor answers from every model.
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What this is
A representative product view using illustrative domains and values. It is not customer data or a performance claim.
Source coverage
The provider-aware source table currently covers ChatGPT Search, Google AI Overviews, and Perplexity.
Test controls
Keep the exact prompt, model or surface, market, language, and run date with every record. App and account experiences may differ.
Limit
An exposed link is evidence for that answer and run. It does not reveal every retrieval candidate or prove why the answer changed.
Mentions and source links answer different questions.
Mention tracking records whether your brand appears in an answer. Citation tracking records the exact links a surface exposes beside that answer, including the domain, page, prompt, provider, and run date. A model may mention you without a link, or link to your page without recommending your brand.
When an answer names a competitor and exposes a review, comparison, or community page, that page becomes evidence worth inspecting. It may reveal a missing fact, weak owned page, or third-party coverage gap. It does not prove that the link caused the answer.
Trakkr runs the same prompt set across all 8 platforms. Its provider-aware citation table normalizes source URLs from ChatGPT Search, Google AI Overviews, and Perplexity; the remaining platforms still contribute answer, mention, rank, and competitor evidence.
Mention tracking vs citation tracking
Prompt-to-citation workflow
Keep the evidence attached to the prompt
Freeze the prompt controls
Save the exact prompt, surface, market, language, and run date so the next result is comparable.
Capture the answer
Record the full response, named brands, their order, and whether the surface exposes any source links.
Normalize each source
Store the exact URL, domain, prompt, provider, first-seen date, and last-seen date for every exposed link.
Classify and recheck
Separate owned, competitor, publisher, review, and community sources, assign one action, then rerun the same controls.
The answer is what buyers see.
The source links are what you can investigate.
Cited domains
Every source domain exposed by the supported citation surfaces, ranked by observed link count across the controlled prompt set.
Your citation share
What percentage of observed source links point at pages you control, tracked over time without treating correlation as causation.
Competitor citations
The exact pages linked beside answers that name competitors, ready for a page-level source-gap review.
Page-level performance
Which of your URLs are linked, on which prompts, and by which citation-capable surfaces, so you can choose what to investigate.
Source-type mix
Whether observed source links point to reviews, communities, publishers, or brand domains. Use the mix to frame the next investigation.
Citation alerts
Notifications the day you lose a citation slot, win a new one, or a new source starts speaking for your category.
No two surfaces expose sources the same way
Source behavior decides what can be measured on each platform. Each guide below covers one model’s mention and citation mechanics in depth.
Add your brand
Enter your domain. Trakkr generates a buyer-intent prompt set for your category and identifies your competitors automatically.
Collect answers and source links
Trakkr runs the fixed prompt set across all 8 models. The citation table normalizes exposed source URLs from ChatGPT Search, Google AI Overviews, and Perplexity.
Win the slots that matter
Citation gaps become a ranked to-do list: pages to fix, sources to earn placements on, and alerts when a slot changes hands.
One plan covers every model and every other model
Trakkr doesn't charge extra per AI model. every model visibility, alerts, and historical data are included from $100/mo.
Growth
Includes daily every model trackingFor founders and growing brands
- Track 1 brand daily across all 8 AI models incl. every model
- 50 buyer-intent prompts per brand
- Daily every model visibility score + alerts
- Citation, competitor, and sentiment tracking
Scale
For agencies and multi-brand teams
- Track 10 brands daily
- Unlimited team seats
- White-label client portals
- API + MCP access for custom workflows
See who AI cites in your category.
Enter your domain to start a controlled prompt set, then compare mentions and exposed source links as new reports run.