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AISA vs Fume

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

AISA compared with Fume
DetailAISA logo AISAFume logo Fume
What it doesNot given AI QA team that creates and maintains Playwright end-to-end browser tests from video recordings
StageStartup Not given
Founded2026 Not given
Based inGB Not given
Pricing modelFreemium Free trial
PricingFree assessment, report and certificate. Optional: AI Fluency Map ($19 one-time), AI Coach ($19/month after 7-day free trial), Master bundle ($49). Employer assessment credits at $10 each. Team Plan: $500/month (30 day free trial). Enterprise: custom pricing available upon contact.
Key features
  • Conversational assessment format that adapts to candidate answers
  • Scoring across 5 dimensions and 11 criteria
  • Evidence-based scoring with quotes from conversation
  • Free AI certificate verifiable on LinkedIn
  • Published rubric for assessment transparency
  • Role-specific assessment paths for developers, product managers, designers and data scientists
  • Second model review of full transcript before results issued
  • Multi-language support including voice dictation in 14 languages
  • AI Fluency Index tracking population benchmarks quarterly
  • Record videos to generate tests
  • Automatic test case extraction in seconds
  • AI agent fallbacks for broken tests
  • Twice-daily automated test runs
  • Free cloud test runners
  • 100% Playwright code ownership
  • CI/CD pipeline integration
  • Migrate existing tests
  • Self-healing test maintenance
  • Application exploration
What makes it different
  • Conversational assessment tests actual AI usage rather than recall through quiz-style questions
  • High score reliability with 98% of retakers landing in same or adjacent tier
  • Completely free assessment, report and certificate with no gating or upsell required
  • Anti-gaming design with separate conversation and scoring systems plus integrity checks
  • No QA work required - autonomous testing replaces entire QA team operations
  • Tests handle major UX changes agentically
  • Own 100% Playwright code with no vendor lock-in
  • Cover 80% of user flows in under 10 minutes
  • Free cloud infrastructure included
Community votes00
DR (Domain Rating by Ahrefs)45 −1 (down) since last check16 no change since last check
Trust Flow (Majestic)245
Citation Flow (Majestic)3129
Referring domains (Majestic)239133

4 details filled in for both companies.

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