55Priority score
Sources: Hacker NewsSignals: comments 0 · points 2
GitHub: https://github.com/probelabs/aeo
Discovered: 2026-10-04
What it is
What it does
Measure whether Claude, Codex, and Grok mention your product.
Problem
Helps users track mentions of their products by specific AI models.
Who pays
Businesses using AI tools.
Competition
The niche may be competitive due to the increasing number of AI products and mentions tracking tools.
Weaknesses
comments=0
What could be built instead
Opportunity
Enhance user engagement and feedback collection to increase visibility.
Vertical niche
Yes, it could be a vertical SaaS in the AI product monitoring space.
MVP
A basic tool that checks for mentions of products by AI models.
Differentiation
It focuses specifically on Claude, Codex, and Grok compared to other tracking tools.
AI opportunity
AI can enhance the accuracy of mention tracking and analysis.
Score breakdown
Інструмент пріоритизації черги на ручну перевірку, НЕ прогноз прибутку.
Demand+1HN 2 балів, +0★/добу, джерел 1
Monetization+18pricing знайдено:
Competition+14the niche may be competitive due to the increasing number of ai products and mentions trac
Niche+12Yes, it could be a vertical SaaS in the AI product monitoring space.
BuildDifficulty+10A basic tool that checks for mentions of products by AI models.
AI/Automation+8AI can enhance the accuracy of mention tracking and analysis.
TrendPenalty-814 схожих за 14 днів — натовп
Evidence
Measure whether Claude, Codex, and Grok mention your product.
Show HN: Check Product Mention