Citare Tools · Free
LLM Quote Extractor
Paste any AI response — ChatGPT search, Claude, Gemini, Perplexity, Google AI Overview. Get back structured brand mentions, cited URLs, ranked recommendations, and a platform fingerprint. Free, sign-in. Pure-CPU parse.
Manual workflow for DIY AI search measurement. For continuous measurement, the Free tier Brand Radar runs 50-cell weekly dispatches across all 5 platforms with the same parse pipeline, persona-anchored.
Frequently asked
What does this tool actually extract?
Five things: (1) brand candidates — every Title-Case token that isn't a common non-brand word, ranked by mention count; (2) cited URLs and their domains; (3) ranked recommendations — numbered list items, sorted by position; (4) detected platform via signature phrases (ChatGPT / Claude / Gemini / Perplexity / AIO); (5) text stats — word count, sentence count, brand diversity. Pure-CPU regex parse — no LLM call in the parse path.
How accurate is the brand extraction?
Heuristic, not perfect. The parser uses Title-Case + stopword filter to identify brand candidates. False positives are possible (e.g., 'AI Overview' might appear as a 'brand' candidate; common product nouns occasionally slip through). For research workflows where you're scanning many responses, the heuristic accuracy is good enough. For production brand-attribution at scale, our paid Brand Radar uses a Sonnet disambiguation step that resolves these edge cases.
Why do I need to sign in for a free CPU-only tool?
Two reasons. (1) Captures real signup intent — anonymous tools generate noise but rarely conversions; signed-in users see the upsell path naturally. (2) Per-user rate limits work cleanly under sign-in. The free Citare tier you sign up for includes much more than this extractor — 1 project + weekly 5-platform Brand Radar dispatch across all the AI search engines this tool only parses one response from.
Can I paste content from any LLM?
Yes — ChatGPT search, Claude with web search, Google AI Overview, Gemini, Perplexity. The platform-fingerprint detector tries to guess which one based on signature phrases (Perplexity uses [1] [2] footnotes; Claude leads with 'I'd be happy to help'; AIO ends with 'Generative AI is experimental'). If we can't fingerprint it, the rest of the parse still works.
What's the size limit?
50,000 characters — about 8,000 words. Bigger than any single LLM response you'd paste. If you need to process a batch of 50 responses (a full Brand Radar dispatch), use the actual Brand Radar product — not this tool.