LLM tracking
As more buyers start their research in an AI answer instead of a search result, being named by the model is the new front page. Contengi checks it for you, straight from your knowledge base, free every month.
Mention rate, share of voice, citation rate, and average position, across every engine, in one glance.
Up to 50 prompts scored individually and tagged brand, category, or competitive, so you see exactly which questions you win and which you are invisible for.
For any prompt: which engine named you, where you ranked, the sentiment, and whether your domain got cited, all five engines side by side.
Read the actual response each AI gave, with the brands it name-dropped and the sources it cited. The raw evidence behind every number.
Scan history
Mention rate, this workspace
FAQ
Whether ChatGPT, Claude, Gemini, Grok, and Perplexity mention your brand when someone asks a buying question in your category, how they describe you, where you rank against competitors, and whether they cite your site as a source.
SEO tracks where you sit in Google results. This tracks whether the AI itself recommends you inside its answer, a different surface with different winners, that a rank tracker never sees.
One scan per workspace every 30 days is included free with your subscription, scoped to your brand and built from your knowledge base. Contengi covers the model cost on that scan, no Anthropic key needed for it.
Yes. The public audit at contengi.com/llm-tracker runs any time for five dollars, no account required, if you want a fresh read sooner than your free monthly scan.
Yes. Once a scan finishes, the assistant can read it, so you can ask things like which prompts you are losing and get a drafting plan in the same conversation.
Yes. Every prompt is generated from your brand and knowledge base first, then you can edit, add, or remove any of them, and name the competitors you want tracked, before it runs.
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