AI Visibility Monitor
Track if your site gets cited by GPT/Claude
Details
- External ID
- 47904123
- Source
- HN
- Company
- —
- Product
- AI Visibility Monitor
- Website domain
- github.com
- Launched
- April 25, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.11182519280205655
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- track if ai models cite your content
- Manually corrected
- False
Could you build this?
Yes The monitor sends automated scheduled search and retrieval prompts across OpenAI, Anthropic, or Perplexity APIs and parses the responses to check for target URL and brand citations.
Discussion
1 comment analyzed.
Concerns raised: API costs per run ($1-3), Uncertainty about bot behavior divergence across different AI crawlers
Feature requests: Per-bot user agent tracking for GPTBot/ClaudeBot/PerplexityBot, Service account key alternatives for restricted Workspace orgs
Competitors
Other products that read as similar to this one — 282 launches clear the similarity bar, closest 8 shown.
Attention rank: #253 of 283 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 173 days after the earliest competitor.
- SeekinWeb · hn · 2026-07-16 · 5 upvotes · similarity 0.51
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.51
- AI Visibility Score · ph · 2026-09-25 · 1 upvotes · similarity 0.50
- Free AI SEO Auditor · ph · 2026-05-12 · 166 upvotes · similarity 0.48
- askwords.ai · ph · 2026-09-23 · 2 upvotes · similarity 0.46
- AI Visibility Intelligence Platform · ph · 2026-09-13 · 1 upvotes · similarity 0.46
- Please Cite Me! · ph · 2026-09-16 · 2 upvotes · similarity 0.46
- Get your free AI search visibility scan · hn · 2026-08-30 · 5 upvotes · similarity 0.46
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.