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AI-first semantic product database for specs, price snapshots, links, images, and descriptions.

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© 2026simlir Ltd · Registered in England and Wales

Structured product specs,
price snapshots, review scores, images, and retailer links.

Search by intent or product image, compare alternatives, and return clean JSON with specs, descriptions, identifiers, review scores, and retailer context.

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52

Products indexed

Retailer-backed

Coverage

~ 2s

Avg response

99.9%

SLA

One connection. Structured product data and image matching.

Search in plain language, compare options, or match a product from a photo. Connect via MCP or call the API directly and return clean JSON with specs, price snapshots, visual summaries, review scores, identifiers, and retailer links.

|
{
  "results": [
    {
      "id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
      "brand": "Optimum Nutrition",
      "category": "protein powder",
      "gtin": "5060245603478",
      "title": "Gold Standard Whey Protein",
      "description": "Double Rich Chocolate whey protein isolate...",
      "image_url": "https://images.optimumnutrition.co.uk/whey-front.jpg",
      "visual": {
        "summary": "Black whey tub with red and gold accents.",
        "labels": ["protein powder", "supplement tub"],
        "detected_text": ["Gold Standard", "24g Protein"],
        "dominant_colours": ["black", "gold", "red"]
      },
      "key_selling_points": [
        "24g protein per serving",
        "5.5g BCAAs",
        "Banned substance tested"
      ],
      "spec": {
        "protein_per_serving": "24g",
        "servings": "29",
        "flavour": "Double Rich Chocolate"
      },
      "review_score": 4.8,
      "review_count": 20,
      "price": {
        "amount": 27.99,
        "currency": "GBP",
        "retailer": "Currys",
        "as_of": "2026-04-07"
      },
      "links": {
        "buy": "https://www.google.com/shopping/product/..."
      }
    }
  ],
  "meta": { "count": 5, "response_time_ms": 340, "credits_used": 2 }
}

How it works

Step 1

We gather the product source

We check retailer-backed catalog pages and capture the products that actually match the search or image.

Step 2

We structure the results

Each page becomes clean product fields: price snapshots, specs, descriptions, identifiers, hero images, and key selling points.

Step 3

Your app queries

Connect via MCP or the API, search in plain language, and return structured JSON in seconds.

Built for product search, comparison, and discovery

Shopping assistants

Return price snapshots, specs, visual summaries, and alternatives without maintaining retailer scrapers.

Product comparison tools

Compare brands, specs, images, and price snapshots across a consistent product shape.

Price monitoring

Track retailer-backed price snapshots with confirmed dates and refresh when you need a current check.

Market intelligence

Track category coverage, price movement, and assortment changes with retailer-backed product fields.

Simple, transparent pricing

Start free with 100 credits. Search calls cost 2 credits each. No monthly minimums.

View pricing

Ready to start?

Create a free account, get 100 credits, and start returning structured product data in minutes.

Create a free account Try the demo