Free Geo (SEO for LLM)
Details
- External ID
- 45749844
- Source
- HN
- Company
- —
- Product
- Free Geo (SEO for LLM)
- Website domain
- amplitude.com
- Launched
- Oct. 29, 2025
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.5943396226415094
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- revenue optimization and billing analytics
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- seo optimization for llm-based search
- Manually corrected
- False
Could you build this?
Yes GEO/LLM visibility monitoring tools simply automate querying major LLM APIs (ChatGPT, Claude, Gemini) with brand prompts, parsing mentions, and displaying scoring dashboards.
Discussion
6 comments analyzed.
Competitors mentioned: Google Search, ChatGPT
Concerns raised: Tool uses best guess queries rather than actual LLM query data, Naming confusion around 'GEO' vs 'AI Visibility' terminology
Feature requests: Access to actual LLM query data instead of estimated queries
Competitors
Other products that read as similar to this one — 85 launches clear the similarity bar, closest 8 shown.
Attention rank: #30 of 86 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Looks like the first mover among its competitors.
- Scan domain for llms.txt LLMs-full.txt AI aware SEO tool · hn · 2026-04-19 · 5 upvotes · similarity 0.47
- I Built an Customized LLM for Singapore · hn · 2026-02-10 · 5 upvotes · similarity 0.43
- Free Google Places API alternative using OpenStreetMap (no API key) · hn · 2026-05-10 · 9 upvotes · similarity 0.43
- Free Online GIS Viewer and Format Converter · hn · 2026-06-30 · 8 upvotes · similarity 0.43
- SeoMap · ph · 2026-09-15 · 4 upvotes · similarity 0.42
- I built a free LLMs.txt generator · hn · 2026-04-25 · 5 upvotes · similarity 0.42
- LLM fine-tuning without infra or ML expertise · hn · 2026-01-21 · 5 upvotes · similarity 0.41
- Rank up your local business on Google Maps · hn · 2026-01-10 · 6 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.