CiteGraph
Get your product mentioned and cited by AI assistants.
Details
- External ID
- 1244580
- Source
- PH
- Company
- —
- Product
- CiteGraph
- Website domain
- producthunt.com
- Launched
- Sept. 9, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.9575315373102417
- Tags
- Analytics, SEO, Artificial Intelligence
- Fetched at
- Sept. 10, 2026, 1:14 a.m.
- Updated at
- Sept. 10, 2026, 1:14 a.m.
Description
AI is recommending your competitors to your buyers right now. CiteGraph asks ChatGPT, Claude, Gemini and Perplexity your buyers' real questions, shows who gets named instead of you and which pages they cite, and provides you the fixes that wins each answer back. Real answers, error bars, no guesswork.
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Marketing
- Function
- Vertical SaaS
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- get your product mentioned by ai assistants
- Manually corrected
- False
Could you build this?
Partial The dashboard and basic LLM querying are standard web dev, but accurately orchestrating continuous automated queries across multiple LLM web/search interfaces, citation parsing, and statistical Wilson score modeling is nontrivial.
What it would actually take: Build with Next.js/FastAPI running background worker queues (Celery/Temporal) that poll multi-model endpoints (OpenAI, Anthropic, Gemini, Perplexity). Scraping or API-querying LLM search outputs to reliably extract citations and ground competitor visibility across thousands of keyword variations requires headless browser management or specialized SERP APIs, alongside statistical calculation for confidence intervals.
Competitors
Other products that read as similar to this one — 195 launches clear the similarity bar, closest 8 shown.
Attention rank: #15 of 196 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 291 days after the earliest competitor.
- Howseen AI · ph · 2026-09-25 · 132 upvotes · similarity 0.58
- Please Cite Me! · ph · 2026-09-16 · 2 upvotes · similarity 0.57
- CitePrism · ph · 2026-09-22 · 1 upvotes · similarity 0.56
- Bevizio · ph · 2026-09-28 · 2 upvotes · similarity 0.52
- CiteRush AI · ph · 2026-09-18 · 2 upvotes · similarity 0.51
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.50
- Cited AI · hn · 2026-01-07 · 7 upvotes · similarity 0.49
- CiteHawk · ph · 2026-09-15 · 2 upvotes · similarity 0.49
Other launches for this product
Same idea, different domain
Nobody's really built a vertical saas tool for Insurance yet.