omni_geo
Open source GEO/AEO audit engine. Track brand visibility, citations & share-of-voice across ChatGPT, Perplexity, Claude & Gemini. Built-in CLI & MCP.
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GITHUB · launched Oct 24, 2026 · 35 upvotes (top 36%) · 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 feature
- Hobby / open-source project
- aeo
- ai-search
- ai-seo
- brand-visibility
- chatgpt
- citations
- +6 more
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Yes An open-source GEO audit engine that queries multiple LLM APIs, scores citations and share-of-voice, and exposes a CLI and MCP server is standard API orchestration and data processing.
Competitors
Other products that read as similar to this one : 88 launches clear the similarity bar, closest 8 shown.
Attention rank: #27 of 89 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 360 days after the earliest competitor.
- Mod Op GEO · ph · 2026-09-18 · 1 upvotes · similarity 0.50
- GeoEcho · ph · 2026-10-22 · 1 upvotes · similarity 0.48
- GEO Visibility Audit Engine. · ph · 2026-11-03 · 1 upvotes · similarity 0.48
- KipSEO · ph · 2026-10-29 · 1 upvotes · similarity 0.48
- GeoVisible · ph · 2026-09-19 · 2 upvotes · similarity 0.47
- Lunocode · ph · 2026-11-05 · 1 upvotes · similarity 0.47
- GrowMarketingPro · ph · 2026-10-25 · 1 upvotes · similarity 0.46
- AI Search Visibility Checker · ph · 2026-11-04 · 1 upvotes · similarity 0.46
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.