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PH · launched Sep 9, 2026 · 11 upvotes (top 4%) · 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
- Analytics
- SEO
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
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 : 547 launches clear the similarity bar, closest 8 shown.
Attention rank: #36 of 548 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 291 days after the earliest competitor.
- Citeably · ph · 2026-10-13 · 4 upvotes · similarity 0.68
- CitePack · ph · 2026-10-28 · 1 upvotes · similarity 0.65
- AI Cite Who · ph · 2026-10-10 · 3 upvotes · similarity 0.65
- TextRank.ai · ph · 2026-10-16 · 1 upvotes · similarity 0.62
- Cited.today · ph · 2026-10-21 · 3 upvotes · similarity 0.60
- AI Cite Check · ph · 2026-10-20 · 2 upvotes · similarity 0.59
- MentionBird · ph · 2026-10-13 · 136 upvotes · similarity 0.59
- CiteGaps · ph · 2026-10-16 · 1 upvotes · similarity 0.59
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.