friendly4AI

friendly4AI

Indie Hackers

GEO scanner for AI search visibility

Share card

Actual performance

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
BetaListSuited for BetaList early-adopters · Missing: web3, chat, crypto
81%81% predicted probability of success on BetaList, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
TrustMRRLess likely to generate early MRR · Strong signals: scanner · Missing: mobile apps, ios, personal
48%48% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Missing: https docs, excited, just released
41%41% predicted probability of success on Hacker News, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Strong signals: friendly · Missing: plus, platform, intuitive
35%35% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Product HuntUnlikely to reach the leaderboard · Missing: mac, agents, macos
35%35% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
26%26% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
16%16% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

CiteAura
CiteAura30%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Evidence-based GEO diagnosis and AI search visibility platfo

Indie Hackers
Babel42
Babel4236%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI search visibility tracker

Indie Hackerscommitment-full-time
Omnibound
Omnibound41%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Search Visibility and Growth Platform

Product Hunt
Indexly
Indexly65%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Search Visibility Platform, Be the Brand AI Recommends

Indie Hackerscommitment-full-time
Moka Rank - GEO Agency
Moka Rank - GEO Agency27%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

GEO Agency for AI search visibility in Argentina

Product Hunt+7
OptimizeGEO.ai
OptimizeGEO.ai50%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Agentic GEO platform for AI search visibility

Product Hunt+116SEO
foglift
foglift19%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Free AI Search Visibility Platform

Indie Hackerscommitment-side-project
Ge
Get your free AI search visibility scan47%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Get your free AI search visibility scan

Hacker News5
VisiScan
VisiScan4%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Get your free AI search visibility scan

Indie Hackerscommitment-full-time
GEOlikeaPro
GEOlikeaPro39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI search visibility for e-commerce brands

Indie Hackers1ai