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Week 45 · 2026 · Free to read

The Launch Directory

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products.ai™ vs Idea Miner

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

products.ai™ compared with Idea Miner
Detailproducts.ai™ logo products.ai™Idea Miner logo Idea Miner
What it doesCompare prices across 134 million products from 454 stores Public demand signals with stated budgets for indie developers
StageNot given Not given
FoundedNot given Not given
Based inNL Not given
Pricing modelNot given Freemium
PricingNot given Free access to trend board and public summaries. Paid options: Starter Pack $9 one-time (65 tokens), Value Pack $29 one-time (300 tokens), Bulk Pack $49 one-time (560 tokens). Subscriptions: Solo $9/month (60 tokens/month), Builder $19/month (180 tokens/month). Tokens used for idea validation (5 tok
Key features
  • AI-powered product comparison across thousands of stores
  • Automatic product grouping by EAN codes and specifications
  • Price history tracking
  • Ranking by price, quality and relevance
  • No account required for searching
  • Stock and availability information
  • AI voice search functionality
  • Category browsing with product counts
  • Comparison Shopping Service certification
  • Demand trend rankings by mention frequency and budgets
  • Opportunity scoring on heat, momentum, competition, and risk dimensions
  • Development briefs with MVP scoping and verification steps
  • Regional demand distribution analysis
  • Competitive landscape analysis with blue-ocean identification
  • Data sourced from multiple freelancing platforms
  • Daily data collection and automated trend publishing
  • Weekly and monthly trend reports
  • Category browsing across 21 canonical categories
What makes it different
  • Completely free for consumers with no account, paywall or hidden costs
  • Independent service where stores cannot pay for higher placement
  • AI automatically matches identical products across 454 stores
  • Compares 134 million products with daily updated prices
  • Focuses on helping users make the right choice, not just buy more
  • Budget-backed demand signals instead of vanity metrics like GitHub stars or social buzz
  • Real willingness-to-pay evidence from public tasks with posted budgets
  • Fully compliant and traceable raw task evidence with PII protection
  • Automated blue-ocean vs red-ocean analysis with competitor detection
  • Free public access to trend board and feature summaries without login
Community votes00
DR (Domain Rating by Ahrefs)7 +2 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)13
Citation Flow (Majestic)2216
Referring domains (Majestic)1132

3 details filled in for both companies.

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