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Impact AI vs SellTo.us

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

Impact AI compared with SellTo.us
DetailImpact AI logo Impact AISellTo.us logo SellTo.us
What it doesTesting and improvement for GenAI systems, before deployment and in production AI-simulated audience testing for startup ideas, apps, products and ads
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Freemium
PricingNot given Idea Snapshot: Free (100 participants). Quick Check: $19 USD one-time (1,000 participants). Pick the Winner: $49 USD one-time (10,000 participants). Launch Plan: $149 USD one-time (100,000 participants).
Key features
  • Automated evaluations with off-the-shelf benchmarks and LLM as Judges
  • Product strategy and cross-department PM modules
  • Automated alerts for deviations in product behavior
  • LLM as Users for simulating diverse user personas
  • AI portfolio governance and oversight
  • User feedback automation and expert annotation
  • Metrics comparison with historical data and leaderboards
  • Customizable metrics for different knowledge levels and evolving needs
  • Integration with existing workflows for cross-departmental teams
  • Test ideas on up to 100,000 AI-simulated participants
  • Compare up to 5 versions and 5 images
  • Results by city for launch planning
  • Ad targeting guide with platform-specific instructions
  • Customizable audience groups with up to 10 demographics
  • Validation experiments and next-step checklist
  • Detailed PDF reports with decision briefs
  • Re-test improved versions on same simulated crowd
  • Photo testing and image voting
  • Free invite rewards: get free Quick Check when friends make first purchase
What makes it different
  • Measures real-world impact to prove business and user value before deployment
  • Metrics become shared language across product, engineering and risk teams
  • Reduces reliance on data scientists by automating AI product management
  • Makes impact of AI predictable through testing and forecasting
  • Ensures AI aligns with actual user needs through feedback and explainability
  • Structured AI testing unlike chatbots: fixed crowd of individual profiles for your audience, every one answers each version, results counted by code
  • No subscription: one-time purchases that don't expire while account is open
  • Free first test with 100 AI-simulated participants
  • Results by audience group, not just aggregate numbers
  • Complete transparency: every number labeled as simulated, methodology fully explained
Community votes00
DR (Domain Rating by Ahrefs)39 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)71
Citation Flow (Majestic)2317
Referring domains (Majestic)844

3 details filled in for both companies.

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