LLMGeoKit – Free scanner for AI/LLM visibility (the new SEO)

Hacker News

AI assistants like ChatGPT, Claude, and Perplexity are replacing Google for millions of searches. But most websites are invisible to them. LLMGeoKit is a free scanner that analyzes your site across 7 dimensions of LLM visibility: - Robots.txt & crawler access - Structured data (JSON-LD) - Metadata & Open Graph tags - Content structure - llms.txt (the new standard for AI) - Citation signals - Content extractability Get your score in 30 seconds. No signup required. We built this because SEO is evolving into GEO (Generative Engine Optimization), and most companies have no idea where they stand.

Visit product View on Hacker NewsJan 30, 2026

Share card

Actual performance

1points

1comments

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: claude, google, new · Missing: mac, agents, macos

80%80% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Hacker NewsMay not resonate with HN audience · Strong signals: ide, io · Missing: https docs, excited, just released

48%48% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting

47%47% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Strong signals: google, scanner · Missing: mobile apps, ios, personal

45%45% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive

32%32% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

24%24% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Strong signals: chat · Missing: web3, crypto, cryptocurrency

4%4% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

LLMGeoKit22%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Free LLM visibility scanner for websites

Indie Hackers1ai

I Made an LLM Vulnerability Scanner43%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

I Made an LLM Vulnerability Scanner

Hacker News2

SEO for New Grads (or jobseekers)35%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

SEO for New Grads (or jobseekers)

Hacker News1

AILens39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Free AI visibility scanner

Indie Hackerscommitment-side-project

Chetver26%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Scanner & AI Page

Indie Hackerscommitment-full-time

Chetver20%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Visibility Scanner & AI Page

Indie Hackerscommitment-full-time

Get Dofollow Backlikes and Visibility45%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Get Dofollow Backlikes and Visibility

Hacker News1

Free Geo (SEO for LLM)37%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Free Geo (SEO for LLM)

Hacker News10

Scantron – A distributed NMAP/masscan scanner57%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Scantron – A distributed NMAP/masscan scanner

Hacker News5

Barcode Scanner via MMS50%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Barcode Scanner via MMS

Hacker News5

Browse all products Analyze your launch