Catalog & Content Quality
SEO Score Calculator
A fully deterministic six-part SEO score with no LLM.
The Problem
SEO advice is vague until it is a transparent, repeatable score.
How It Works
- Score six areas: title 20%, description 15%, metadata 15%, attribute coverage 15%, keyword coverage 20%, URL 15%.
- Each area starts at 100 and loses explicit penalties.
- Combine into a weighted overall score.
Technically Interesting
Every point deducted has a stated rule, so a low score is also a to-do list.
Why It Matters
A repeatable score is something you can track across a whole catalog.
Scope & honesty. Rule weights are design choices, not search-engine ground truth.