CiteRank scans your products and collections and scores the things AI assistants and search engines read: descriptions, SEO titles, image alt text, SKUs or barcodes, categories and brand. You get one store score out of 100 and a list of the exact fields to fix on each product. add an llms.txt generator and a theme app embed that adds Product, Breadcrumb and Organization schema. The scan only reads your data. The score measures data completeness, not AI rankings.

• AI readiness score out of 100 for your whole store, with a score history
• Per-product checklist showing the exact fields that are missing or too short
• llms.txt generator that lists your collections and products for AI assistants
• Product, Breadcrumb and Organization schema added with one theme app embed
• Theme check that finds existing schema so you do not add duplicates