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saas-grader

Score SaaS websites against 47 research-backed optimization rules from peer-reviewed marketing science. Every rule cites its source. No opinions.

Install

claude /install saas-grader@andorlabs

Or load for a single session:

claude --plugin-dir /path/to/saas-grader

Usage

/saas-grader:saas <url>

One command does everything: scores all 47 rules, prints a prioritized scorecard to the terminal, and writes a full detailed report to ~/Desktop/claude-code/.

What It Checks

SaaS Optimization (47 rules)

Category Rules Source
Brand & Messaging 8 Journal of Marketing, Journal of Consumer Research
Page Design & Visuals 14 Marketing Science, Journal of Retailing
Pricing Plans 9 Journal of Consumer Psychology, Quarterly Journal of Economics
Free Trials 4 Management Science, Information Systems Research
Freemium 2 Journal of Marketing Research
Churn Prevention 3 Journal of the Academy of Marketing Science
Affiliates 2 International Journal of Research in Marketing
Referrals 5 Journal of Marketing, American Economic Review

Output Format

Every rule produces:

  • What it is — from the reference (word for word)
  • Why it matters — the research rationale
  • Source — full citation (authors, journal, year)
  • Compliance — PASS / FAIL / N/A
  • Observation — what was found on the site
  • How to fix — actionable recommendation (FAIL only)

Requirements

  • Claude Code CLI
  • WebFetch (built-in)
  • Chrome (optional, for homepage/pricing screenshots)

License

MIT

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Score SaaS websites against 68 research-backed checks across conversion optimization and search discoverability

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