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What is Clione?

Clione makes your product catalog readable to AI agents (ChatGPT, Perplexity, Gemini) without you having to think about how they read.

When a shopper asks ChatGPT "what's the best linen bed sheet for hot sleepers under 100€", the LLM consults product catalogs, ranks them, and shows cards with the ones that best match. Your catalog either shows up, or it doesn't. Clione's job is to make sure it shows up — and looks good when it does.

What problem does it solve​

Traditional SEO was written for keyword-matching crawlers. LLMs don't match keywords — they match meaning. A product titled "SKU-23487 · Premium Item" ranks on Google if you pay enough; it's invisible to ChatGPT because the LLM can't tell what it is.

Clione transforms each product into a rich semantic representation:

  • A natural-language identity — what the product is, who it's for, when to recommend it
  • Structured attributes — material, use case, seasonal relevance, price positioning
  • Bilingual keywords — the queries people actually type (English + Spanish)
  • Schema.org JSON-LD — the format search engines and LLM crawlers prefer
  • SEO meta signals — clean meta descriptions, canonical URLs

All generated once, then served to every consumer (search engine, LLM, headless storefront) in the format they prefer.

What it doesn't do​

  • It doesn't replace your e-commerce platform. Your store stays on Shopify / BigCommerce / WooCommerce / whatever. Clione syncs catalogs, enriches them, and serves enriched versions via APIs + embed widgets.
  • It doesn't rewrite your product pages. The enriched content is served as structured signals (JSON-LD, meta tags, FAQ widgets). Your existing product pages stay in place.
  • It doesn't fabricate reviews or sales data. Quality scores generated by the LLM are opinions based on the catalog text — they differentiate products within your own catalog, not against external benchmarks. See Understanding Quality Scores for the honest explanation.

What's next​