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Fred vs Is It Training on Me?

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

Fred compared with Is It Training on Me?
DetailFred logo FredIs It Training on Me? logo Is It Training on Me?
What it doesRoadmap validation and decision intelligence platform that turns research evidence into inspectable decision cases A public scoreboard tracking which apps train AI on your data and what it costs to opt out
StageNot given Startup
FoundedNot given 2026
Based inIT GB
Pricing modelFreemium Free
PricingSelf-serve plans: Startup (5 seats, 1 project, 1 study per project, 5 methods, 1 GB storage), Researcher (15 seats, 5 projects, 10 studies per project, 15 methods, 15 GB storage), Team (25 seats, 15 projects, 30 studies per project, unlimited methods, 50 GB storage). All self-serve plans offer month Not given
Key features
  • Decision Evidence Sprint workflow for focused roadmap validation
  • Usability testing and unmoderated sessions
  • AI-assisted research synthesis with human review
  • Webcam eye tracking and behavioral signal analysis
  • Participant management and tester panel recruiting
  • Video transcription and AI reaction cues
  • Slide builder and unlimited slide exports for Team plan
  • Searchable database of 245 apps with AI training grades
  • My stack tool to generate personal exposure reports
  • Change feed tracking policy updates since last check
  • Word-for-word quoted policy excerpts with dates and links
  • Right-of-reply register showing company responses to grades
  • Free API for data reuse with attribution
  • oEmbed support to embed live verdicts in articles
What makes it different
  • Connects research evidence directly to roadmap decisions before engineering commitment
  • Keeps findings connected to source material for defensible decisions
  • Transforms research into reusable team knowledge through decision records
  • AI-assisted synthesis that keeps confidence and limitations transparent
  • Designed for lean teams to validate roadmap decisions without building large research operations
  • Every quote is verified character-for-character against archived copies that anyone can check
  • Companies are contacted before unfavorable grades are published to respond or correct
  • Sponsorship price is fixed regardless of a company's grade, keeping editorial independent
  • Machine-assisted reading with human decision-making on every grade
Community votes00
DR (Domain Rating by Ahrefs)17 no change since last check1 no change since last check
Trust Flow (Majestic)85
Citation Flow (Majestic)3228
Referring domains (Majestic)9030

5 details filled in for both companies.

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