What is Prompt Tracking?
Systematically running defined buyer prompts against AI assistants over time to measure brand mentions, citations, and share of voice.
Definition
Prompt tracking is rank tracking rebuilt for the AI era: define the prompts your buyers actually ask ("best AI visibility tools for B2B", "alternatives to X", "how do I fix Y"), run them against ChatGPT, Gemini, Perplexity, and AI Overviews on a schedule, and log the answers — who got mentioned, who got cited, in what order, with what sentiment.
Because LLM outputs vary, sound methodology samples repeatedly and reports rates (mention frequency across runs), not one-off snapshots.
Why it matters
You can't improve what you can't see, and AI answers are invisible to every traditional tool — no Search Console, no referrer trail for the answer itself. Prompt tracking is the measurement layer that makes GEO a discipline instead of guesswork: it reveals which prompts you're absent from, which competitors own them, which sources the assistants cite (targets for your PR), and whether your content changes actually moved mentions. In Seeqly, prompts are organized into Campaigns around a predefined intent, so tracking maps to funnel stages rather than a flat keyword list.
Frequently asked
How is prompt tracking different from rank tracking?
Rank tracking watches one surface (a results page) with stable positions. Prompt tracking watches generated answers that vary per run and per assistant — so it measures mention rates and share of voice across samples, a statistical read rather than a fixed position.
Which prompts should I track?
Mirror the buyer journey: category discovery ('best X tools'), comparison ('X vs Y'), problem prompts ('how to fix Z'), and brand checks ('is X any good'). Start with 20–50 prompts per intent, grouped into campaigns.
Related terms
- PerplexityThe citation-first AI answer engine — every answer grounded in retrieved sources, making it the most transparent surface for visibility work.
- AI CitationsThe linked sources an AI assistant credits when generating an answer. Being cited is the AI-era equivalent of ranking #1.
- AI CrawlerBots operated by AI companies — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — that fetch web content for model training or live answer retrieval.
- AI OverviewsGoogle's AI-generated summaries shown above traditional results, now appearing on roughly half of searches and dramatically reducing clicks to websites.