topic-scorer

Score a page or draft against 11,485 public taxonomy categories. Free, with no key.

topic-scorer ranks your text against 11,485 categories in six public taxonomies: Google Ads Topics, Google Merchant, IAB Content, IAB Audience, IAB Ad Product, and LinkedIn Industries. It returns your target category's rank, the gap to #1, and a phrase bank split into used and unused phrases.

MCP connector

Server URL: https://topic-scorer.pixelcove.co/mcp
Login: None
Protocol: MCP 2025-11-25
Instructions: Score a page or draft against 11,485 public taxonomy categories (Google Ads Topics, Google Merchant, IAB Content 3.1, IAB Audience 1.1, IAB Ad Product 2.0, LinkedIn Industries v2) by embedding similarity, rank it per taxonomy, and get the phrases that pull it toward a target category. Free. A topical-alignment check for content briefs and SEO/GEO audits, not a ranking predictor.

Tools

Reads data5

Skills

None in the store listings or on the server