Products

Product Similarity

You provide a product — by URL, by hand or from an uploaded catalogue — and the engine finds the most similar items in it. The comparison shows how they differ, not just that they are similar. Out of that come cross-sell and up-sell suggestions.

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Product comparison with similarity ranking and side-by-side view
Example view

What does the Product Similarity module do?

Product Similarity by ecomDNAI is an AI comparison engine: you specify a product — by URL, by hand or from an uploaded catalogue — and the engine finds the most similar items and competitor products and shows how they differ: price position, feature gaps, threat ranking.

You provide a product — by URL, by hand or from an uploaded catalogue — and the engine finds the most similar items in it. The comparison shows how they differ, not just that they are similar. Out of that come cross-sell and up-sell suggestions.

How it works

  1. Upload the catalogue as CSV or Excel
  2. Extract the product by URL or enter it manually
  3. Review similar products and the comparison, save the result

What you get

  • Ranked list of similar products
  • Direct product comparison
  • Competitive positioning
  • CSV export & saved comparisons

Typical use cases

  1. Where does my product stand in the market?

    You enter the product URL — title, description, price, specs and image are extracted — and let competitors be discovered online. The result shows the same product at other retailers, comparable items, the price positioning and a threat ranking.

  2. Feature gaps in your own listing

    The feature gap analysis names terms that are common in competitor titles and missing from yours, and the fingerprint comparison puts technical data side by side. That turns into concrete changes to your own listing.

  3. Keep an eye on prices

    Current prices you fetch at the click of a button from the product URLs, in a shared currency at the daily rate. Saved comparisons can be exported as CSV and your own products moved into the knowledge base as drafts.

Who it's for

Retailers with catalogues that have to hold up against many alternatives, brands that want to know their price and feature position, and agencies placing ranges for clients. The engine delivers comparisons and rankings — pricing decisions are yours.

Frequently asked questions

How do my products get into the engine?

By URL (recommended — delivers the most complete data), by hand, as CSV or Excel or from the knowledge base. A sample CSV shows the expected format.

Where do the competitor products come from?

Through "Discover online" the engine searches comparable items; you can restrict the search to countries and specific websites. Weighting, country search and website whitelist apply workspace-wide.

What does the weighted score mean?

It rewards the same category and similar brand positioning — the higher, the closer the comparison within the same niche. The workspace admin sets the weighting centrally.

Are the prices current?

Prices are read on capture and can be fetched again from the product URLs at any time; on request the display converts to a shared currency at the ECB daily rate. If a page has no price, the engine says so instead of estimating.

Which plans include the module?

The Starter, Expert and Pro subscription plans. In the pay-as-you-go plan the comparison engine is not included — the module says so and offers the switch.

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Last updated: September 2026