Free Tool

Medium AI Discoverability Report

See how your Medium pages surface inside AI assistants, answer engines, and LLM-powered search. We score entity coverage, structured data, and content freshness so your brand gets cited when people ask questions.

LLM readiness checkEntity coverageFeed freshnessSchema validation
Platform: MediumChange

We'll check structured data, feeds, and content structure for AI crawlers.

What makes your site AI-discoverable?

AI assistants and LLMs need structured, well-organized content to recommend your brand confidently.

Entity coverage

Do you describe products, services, locations, and people in ways knowledge graphs can understand?

Schema + feeds

Are you publishing JSON-LD, sitemaps, and inventory feeds frequently enough for AI crawlers to trust?

Reputation signals

Are reviews, support docs, and policies structured so LLMs can cite you confidently?

Answer readiness

Do your pages answer intent-focused questions with concise, well-structured copy AI can reuse?

Optimize for AI search

Future-proof your SEO for ChatGPT, Perplexity, Claude, and other AI assistants.

JSON-LD Schema

Structured data that AI can parse and cite accurately.

Fresh Feeds

RSS, Atom, and sitemap freshness for crawl frequency.

Entity Recognition

Clear entity definitions AI can add to knowledge graphs.

Citation Ready

Content structured for AI to quote and recommend you.

AI optimization for Medium

Medium auto-generates OG tags for stories. To control the image, upload a custom story image or set a featured image within the editor.

Metakit maps your Medium URLs to knowledge graph entities, highlights missing schema, and benchmarks how quickly your feeds update. Businesses that optimize for AI discoverability earn more assistant referrals, product card placements, and trust signals in conversational search.

Be the brand AI recommends

Monitor structured data health, feed freshness, and entity coverage every time you publish.

Free tier includes weekly AI readiness reports. No credit card required.