CitePrism
Know when AI assistants mention your brand
Details
- External ID
- 1256964
- Source
- PH
- Company
- —
- Product
- CitePrism
- Website domain
- producthunt.com
- Launched
- Sept. 22, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Analytics, Marketing, Artificial Intelligence
- Fetched at
- Sept. 23, 2026, 1:01 a.m.
- Updated at
- Sept. 23, 2026, 1:01 a.m.
Description
AI visibility analytics: see whether ChatGPT,, Gemini, Perplexity, Google AI Overviews, Microsoft Copilot and others recommend your brand, who they recommend instead, which sources they trust, and what to do about it.
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Marketing
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai brand mention tracking for marketers
- Manually corrected
- False
Could you build this?
Partial Tracking brand citations across various closed LLMs and search engines requires complex, anti-bot-resilient web scraping or costly multi-model API querying and citation parsing pipelines.
What it would actually take: The architecture requires a scheduled distributed worker pool (e.g., Celery/BullMQ with rotating residential proxies or browser automation like Playwright/Puppeteer) to query Perplexity, ChatGPT, Claude, and Google AI Overviews. Responses must undergo automated NLP parsing, NER (named entity recognition), and URL attribution extraction to identify brand mentions and source links. The hard part is bypassing persistent bot-detection and anti-scraping defenses on consumer AI chat interfaces that lack structured APIs for citation search.
Competitors
Other products that read as similar to this one — 187 launches clear the similarity bar, closest 8 shown.
Attention rank: #97 of 188 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 304 days after the earliest competitor.
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.65
- askwords.ai · ph · 2026-09-23 · 2 upvotes · similarity 0.65
- AI Visibility Checker · ph · 2026-09-15 · 1 upvotes · similarity 0.64
- skya.one · ph · 2026-09-29 · 11 upvotes · similarity 0.63
- Pilcrow AI Visibility Report · ph · 2026-09-14 · 2 upvotes · similarity 0.62
- ClayHog · ph · 2026-04-16 · 173 upvotes · similarity 0.62
- Howseen AI · ph · 2026-09-25 · 132 upvotes · similarity 0.61
- Citradar · ph · 2026-09-15 · 2 upvotes · similarity 0.60
Other launches for this product
- No other launches for this product.
Same idea, different domain
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