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TestOptim AI vs Rulebook

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

TestOptim AI compared with Rulebook
DetailTestOptim AI logo TestOptim AIRulebook logo Rulebook
What it doesNo-code AI QA testing for web apps that explores your app, writes end-to-end tests, and reports bugs with screenshots. Take your AI support bot from 4/10 to 10/10
StageNot given MVP
FoundedNot given 2026
Based inNot given Not given
Pricing modelFree trial Free trial
PricingSolo: $19/month (100 test executions/month, 2 projects, 30 pages explored/month), Startup: $49/month (260 test executions/month, 5 projects, 80 pages explored/month), Growth: $149/month (800 test executions/month, 15 projects, 250 pages explored/month). Enterprise: Custom pricing. 7-day free trial o Free during beta. After beta: $29/month (your own AI keys, unlimited runs) or $59/month (AI included, 50 runs/month).
Key features
  • No SDK to install or code changes required
  • Autonomous test generation covering happy paths and edge cases
  • Plain-English tests with self-healing selectors
  • Scheduled, CI and GitHub webhook triggered runs
  • Works behind login with support for one-time codes
  • Supports any web framework via URL
  • 99.8% accurate self-healing selectors
  • Bot Score: rates bot performance across five dimensions (rules, facts, solutions, tone, trick resistance)
  • Break my bot: 15 adversarial customer scenarios test for vulnerabilities
  • Fix it for me: automatically rewrites rule sheet and tests against saved situations
  • Train my bot: 30-minute automated training on weak spots with test validation
  • GitHub integration: sends improvements as pull requests for engineer approval
  • Real chat analysis: identifies problems in actual customer conversations with privacy masking
  • Knowledge check: validates bot replies against FAQ and policy documents
  • AI comparison: test bot performance across Claude, ChatGPT, and Gemini with costs and speed
  • Open source engine: public GitHub implementation of scoring and testing algorithms
What makes it different
  • No tests to write or code to maintain versus managed services and frameworks like Cypress that require manual test authoring
  • Self-healing selectors that target elements by context instead of CSS classes that break on markup changes
  • Coverage grows continuously from scheduled and CI runs instead of only at release time
  • Comprehensive AI exploration discovers edge cases and negative flows that manual QA misses
  • Self-serve autonomous testing with transparent pricing versus managed QA contracts
  • Nothing ships without engineer approval: all changes go through GitHub pull request review
  • Privacy by default: customer data anonymized, keys encrypted, uploads not stored
  • Open source testing engine: full algorithm transparency available on GitHub
  • Works with your existing AI: supports Claude, ChatGPT, and Gemini with user's own keys
  • Unified team experience: one plan covers support, product, and engineering roles
Community votes00
DR (Domain Rating by Ahrefs)9 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)190
Referring domains (Majestic)300

5 details filled in for both companies.

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