CITAQ
Indie HackersVerify product catalog claims for AI shopping agents.
CITAQ exists because traditional SEO is dead for the AI era. We are actively transitioning from an internet optimized for human clicks to one optimized for machine trust. AI shopping agents drop unverified e-commerce cat
Share cardActual performance
Did not reach leaderboard
Launch Intel predictions
Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: mac, agents, agent · Missing: macos, cursor, claude87%87% 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.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal39%39% 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, io · Missing: https docs, excited, just released24%24% predicted probability of success on Hacker News, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting24%24% 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 · Strong signals: active · Missing: arr, mrr, revenue22%22% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive19%19% predicted probability of success on AppSumo, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto18%18% predicted probability of success on BetaList, based on ML models trained on real launch data.
Correct prediction on native model
Similar products
AEOsome58%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Get your products found in AI shopping
Indie Hackerscommitment-side-projectNSOLVIA50%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Machine-interpretable product data for AI shopping agents
Indie Hackerscommitment-full-timeCartPilot AI67%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI Shopping Assistant
Indie Hackerscommitment-full-timeGiftShopper.ai30%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Describe who you're shopping for and GiftShopper hands back
Indie HackersSixthshop34%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Make your products discoverable in AI shopping
Indie Hackers1aiagenticfeed44%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Make your products visible to AI shopping agents
Indie Hackerscommitment-side-projectAI Shopping Assistant Chat Bot26%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI Shopping Assistant That Turns Chats into Sales
Indie Hackers1ai
Slidez - AI Shopping36%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
See it. Try it. Buy it
Product Hunt+6Sw
SwiftPM Catalog25%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
SwiftPM Catalog
Hacker News1JordanRePeterson5%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
philosophy of Jordan Peterson catalog
Indie Hackers1advertising