NiubiGEO
Open-source AI visibility. Human-powered growth.
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NiubiGEO combines open-source AI visibility and competitor reports with human-powered product growth. See how AI describes your product, which competitors appear, and inspect original answers and sources. Arrange paid human AI testing, product trials, content creation and distribution through the official platform. Plan tasks and budgets with Growth Canvas, then retest AI visibility. Self-hosted software is free; API, hosting and services cost extra.
PH · launched Sep 21, 2026 · 66 upvotes (top 3%) · 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
- Hobby / open-source project
- Open Source
- Marketing
- Growth Hacking
- GitHub
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Partial The automated GEO/LLM-search visibility scraper is easily vibe-codeable, but the product heavily relies on a 150k+ human tester marketplace and manual content distribution operations.
What it would actually take: Building the technical GEO engine requires orchestrating headful browser scrapers and multi-LLM API queries (Perplexity, ChatGPT, Gemini) to parse brand citations and sources. However, the core offering is a crowdsourcing operations platform requiring two-sided marketplace infrastructure, automated payout handling, and anti-fraud identity verification.
Competitors
Other products that read as similar to this one : 67 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 68 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 222 days after the earliest competitor.
- Neurask AI · ph · 2026-10-23 · 1 upvotes · similarity 0.41
- Vegaduta.ai · ph · 2026-11-02 · 2 upvotes · similarity 0.39
- AIGrowth WebLanca · ph · 2026-11-01 · 1 upvotes · similarity 0.39
- NeuraCite · ph · 2026-10-01 · 2 upvotes · similarity 0.38
- Growbot · ph · 2026-10-06 · 1 upvotes · similarity 0.38
- Open-Design-AI · ph · 2026-11-01 · 2 upvotes · similarity 0.38
- Growthub · ph · 2026-11-03 · 2 upvotes · similarity 0.38
- Forkwind · ph · 2026-09-11 · 3 upvotes · similarity 0.38
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.