42-brand-mentions

To measure brand visibility across AI platforms, you need to quantify brand presence on high-signal sources like YouTube, Reddit, Wikipedia/Wikidata, and LinkedIn. This skill scans these platforms to calculate a composite Brand Authority Score from 0 to 100.

A Brand Authority Score is a 0-100 metric predicting AI-driven visibility based on unstructured brand mentions. It is calculated by identifying and scoring brand presence across public signals like YouTube, Reddit, and Wikidata to determine overall notability and authority.

You can audit brand presence for AI search by running the brand scanning script with your target brand name. It returns a structured report with per-platform findings and prioritized recommendations to improve visibility on Reddit, YouTube, and other sources.

Yes, you can use web scraping to check Wikidata and Wikipedia for brand mentions. This skill uses requests and beautifulsoup4 to scan these public sources, generating per-platform scores and actionable PR recommendations.

The best way to improve brand authority for AI search engines is to follow platform-specific recommendations from a cross-platform audit. This skill outputs prioritized marketing and PR actions based on your brand's current presence on YouTube, Reddit, and LinkedIn.

Yes, you need Python dependencies to scan for brand mentions. This skill requires the requests and beautifulsoup4 libraries to perform web scraping across YouTube, Reddit, and other public signals to generate the authority report.