ShippedAndSeen
See how ChatGPT, Perplexity and Gemini describe your site
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
We ask ChatGPT, Perplexity and Google's AI (via Gemini) about 15 buyer questions for your category, 3 times each. You get your mention rate per engine, how AI describes you, who shows up instead, and 3 to 5 fixes. One-time $29, no subscription.
PH · launched Nov 9, 2026 · 1 upvote (top 65%) · 0 views
Niche: generative engine optimization software · 445 launches, 50 in the last 7 days ▲ +19% · Explore this niche →
Category and tags
- Marketing
- Observability & eval
- B2B
- AI-native
- Commercial product
- Marketing
- SEO
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Yes It queries public LLM APIs or interfaces with a fixed set of prompts, aggregates mention rates, and produces a report. That is API wrapping plus simple analysis and payments.
Competitors
Other products that read as similar to this one : 705 launches clear the similarity bar, closest 8 shown.
Attention rank: #317 of 706 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 364 days after the earliest competitor.
- AI Visibility Tracker · ph · 2026-11-10 · 2 upvotes · similarity 0.78
- Who AI Knows · ph · 2026-11-06 · 1 upvotes · similarity 0.73
- MadeTheAnswer · ph · 2026-11-04 · 1 upvotes · similarity 0.73
- AI Visibility Checker · ph · 2026-09-15 · 1 upvotes · similarity 0.72
- Free AI Visibility Report · ph · 2026-10-27 · 56 upvotes · similarity 0.71
- RankYourBrand · ph · 2026-10-19 · 1 upvotes · similarity 0.70
- CiteGaps · ph · 2026-10-16 · 1 upvotes · similarity 0.69
- helloAISearch · ph · 2026-10-25 · 1 upvotes · similarity 0.68
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.