CiteRank

Check how readable your product data is for AI shopping assistants, then fix the gaps.

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