PromptProbe
Indie HackersCatch prompt drift before it breaks your AI workflow.
PromptProbe was born from a simple question: if I run the same prompt again, will I get the same result? It helps AI builders measure prompt reliability and catch output drift before it breaks automations.
Share cardActual performance
1followers
Did not reach leaderboard
Launch Intel predictions
Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Missing: mac, agents, macos67%67% 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.
Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting58%58% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
TrustMRRFits verified-revenue profile · Missing: mobile apps, ios, personal55%55% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto33%33% predicted probability of success on BetaList, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Strong signals: io · Missing: https docs, excited, just released23%23% predicted probability of success on Hacker News, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Strong signals: builder · Missing: plus, platform, intuitive23%23% 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, revenue21%21% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
Incorrect prediction on native model
Similar products
Routebase79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Catch API drift before your customers do
Product Hunt+103APIThe Honest AI Workflow53%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Beginner-friendly AI workflow template
Indie Hackerscommitment-side-projectSoratech57%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI & Workflow Automation as a Service
Indie Hackers5$4,000/moaiStepShot49%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI Workflow Documentation for Mac
Indie Hackerscommitment-side-projectviaSocket12%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI Workflow Automation + Agents + MCP
Indie HackersKingsbury & Marshall71%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI workflow implementation for boutique investment teams.
Indie Hackers1$7,000/moaiPromptVault Pro41%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Own Your AI Workflow
Indie Hackers1ai
Regtrace75%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Catch LLM quality drift before your users do
Product Hunt+5Pilotran32%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI workflow automation for repetitive business tasks.
Indie Hackerscommitment-side-projectThe Gumroad Creator's AI Workflow Pack43%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
An AI prompt + workflow for Gumroad creators to sell better
Indie Hackerscommitment-side-project