Marketing tools
sirefs
Track how AI search engines mention, rank and cite your brand.
- Category
- Marketing tools
- Stage
- Growth
- For
- Brands, SEO/GEO teams, marketers and agencies tracking visibility in AI search.
About
sirefs is an AI visibility tool: it tracks whether ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude and Grok mention, rank and cite a brand, and audits how ready a site is for AI engines.
Features
- Problem
- Teams do not know which buyer questions expose a visibility gap.
- How it works
- Suggests prompts, competitors and brand aliases from a domain, with editable prompts across 14 markets.
- Result
- Teams can monitor relevant AI-search visibility by market.
- Why
- Tracking buyer-language questions reveals how engines answer real category searches.
- Problem
- AI answers differ by engine and collection method.
- How it works
- Checks ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude and Grok; labels each answer ui, serp or api.
- Result
- Users can compare engine-specific brand mentions, ranks and citations.
- Why
- Method transparency prevents unlike answer types from being treated as the same measurement.
- Problem
- Single AI answers are noisy.
- How it works
- Reports visibility, share of voice, rank and citation rate with sample sizes and 95% confidence intervals; alerts only on statistically significant changes.
- Result
- Teams get more defensible visibility trends and alerts.
- Why
- Repeated sampling distinguishes meaningful movement from normal answer variation.
- Problem
- It is unclear what content or third-party presence to improve.
- How it works
- Lists pages cited for each prompt and classifies them as owned, competitor or third-party sources.
- Result
- Users get evidence-led publishing and outreach priorities.
- Why
- Cited sources indicate the pages to create and external sites worth appearing on.
- Problem
- A site may be inaccessible or difficult for AI engines to quote.
- How it works
- Runs a 26-check GEO audit across access, readability, identity, content and presence, with fixes for failed checks.
- Result
- Teams can identify technical and content-readiness gaps before tracking outcomes.
- Why
- AI crawlers need to reach, understand and extract usable information from a site.
Product questions
What does sirefs do?
sirefs tracks how AI answer engines mention, rank and cite a brand across buyer prompts, markets and time.
Who is sirefs for?
Brands, SEO/GEO teams, marketers and agencies tracking visibility in AI search.
Screenshots
