MentionsAPI
AI brand visibility across ChatGPT, Claude, Gemini & more
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MentionsAPI is a developer API for AI brand-visibility and GEO. One call returns brand mentions, rank, sentiment, and citations across ChatGPT, Claude, Gemini, and Perplexity, plus Google AI Overviews, AI Mode, and Bing Copilot, each with position, context, and cited URLs. OpenAPI 3.1, Bearer auth, free tier, and a hosted MCP server.
PH · launched Nov 3, 2026 · 1 upvote (top 65%) · 0 views
Niche: generative engine optimization software · 445 launches, 47 in the last 7 days ▲ +21% · Explore this niche →
Category and tags
- Marketing
- Analytics & BI
- B2B
- AI-native
- Commercial product
- SEO
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Partial This duplicate entry for MentionsAPI has the same description, so the assessment is identical: the API and dashboard are easy, but cross-platform AI answer collection at scale is hard.
What it would actually take: The API layer, auth, and reporting are standard to build with a typical web stack. The hard part is the data collection pipeline: running many prompts across multiple AI products and search surfaces from varied locations, parsing answers and citations, and handling rate limits, proxies, and anti-bot defenses. That requires scraping and data infrastructure at scale, plus ongoing maintenance as those interfaces change.
Competitors
Other products that read as similar to this one : 461 launches clear the similarity bar, closest 8 shown.
Attention rank: #203 of 462 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 358 days after the earliest competitor.
- CitePrism · ph · 2026-09-22 · 1 upvotes · similarity 0.68
- CitedSpy · ph · 2026-10-10 · 4 upvotes · similarity 0.57
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.55
- CiteSieve · ph · 2026-11-13 · 1 upvotes · similarity 0.55
- Trackee · ph · 2026-09-10 · 11 upvotes · similarity 0.55
- ApexaRank.ai · ph · 2026-10-28 · 1 upvotes · similarity 0.55
- CiteGaps · ph · 2026-10-16 · 1 upvotes · similarity 0.55
- MentionBird · ph · 2026-10-13 · 136 upvotes · similarity 0.54
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.