The Honest AI Workflow
Indie HackersBeginner-friendly AI workflow template
I kept getting generic or confusing results from AI and thought the tools weren’t good enough. Later I realised the real problem was me — I didn’t know how to clearly explain what I wanted. The Honest AI Workflow exist
Share cardActual performance
Did not reach leaderboard
Launch Intel predictions
Analyze your own launch →Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting51%51% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
Product HuntUnlikely to reach the leaderboard · Strong signals: using, plain · Missing: mac, agents, macos41%41% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal40%40% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Strong signals: exist · Missing: https docs, excited, just released29%29% 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, intuitive24%24% 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, revenue16%16% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.
Incorrect prediction on native model
Similar products
Soratech57%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 Hackers1aiPilotran32%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-projectVar8029%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
VAR80 | AI Workflow Automation & Business Solutions
Indie Hackers1$100,000/moai
Ghostrun40%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Ghostrun unifies your AI workflow across multiple providers
Product Hunt+124API
aineed.in66%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Fastest way to implement AI into any workflow
Product Hunt+2Sc
Scite MCP – Full-text scientific papers in your AI workflow31%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Scite MCP – Full-text scientific papers in your AI workflow
Hacker News2