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Let your LLM build it.

Three steps. Your AI assistant sets up the scrapers and the matching through the Scrapewise MCP. You read the table.

The example on this page: a kitchenware web shop wants the prices of its 8 competitors.

  • [your competitor 1 URL]
  • [your competitor 2 URL]
  • [your competitor 3 URL]
  • [your competitor 4 URL]
  • [your competitor 5 URL]
  • [your competitor 6 URL]
  • [your competitor 7 URL]
  • [your competitor 8 URL]

  1. Make an account.

    One account for the portal, the API and the MCP.

    Create free accountNo card needed. Then top up from €5.

  2. Get your key and give it to your LLM.

    In the portal, open Settings > API Keys and create a Full key. A Read key cannot build scrapers, and the portal selects Read by default.

    Create a separate key just for your LLM, and delete it in Settings > API Keys when you are done. Open API Keys in the portal ->

    Add Scrapewise MCP to your LLMExample config

    Claude Desktop (claude_desktop_config.json)

    {
  "mcpServers": {
    "scrapewise": {
      "url": "https://mcp.scrapewise.ai/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
      }
    }
  }
}

    Claude Code (terminal)

    claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp \
  --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'

    Server: https://mcp.scrapewise.ai/mcp. The file name and format depend on your assistant; its MCP settings page shows where this goes. Other clients (Cursor, VS Code, ChatGPT) ->

  3. Give this prompt to your LLM.

    Copy it and replace the 8 placeholders with your competitors' URLs. Plain words are enough.

    Example prompt · 8 competitors
    Replace the 8 placeholders below with your competitors' URLs (a shop's home page or a category page).
Use the Scrapewise MCP tools. Build one scraper group called "Competitor prices" for these 8 sites: [your competitor 1 URL], [your competitor 2 URL], [your competitor 3 URL], [your competitor 4 URL], [your competitor 5 URL], [your competitor 6 URL], [your competitor 7 URL], [your competitor 8 URL].
If a group with this name exists, reuse it. One scraper per site, the same columns on every scraper (name, price, currency, url, image). Use at most 20 product links per site for the first run. Test one sample per scraper, then run them one at a time and check the rows. Then set up matching of the same products across the sites and show me the matching estimate before you run it. Ask me before any step that costs credits. If a tool says it is not available for your key, stop and tell me to create a Full key in Settings > API Keys. If a tool says the balance is too low, stop and tell me how much to top up. When it is done, show me the rows in one table and tell me the group name, so I can open it in the Scrapewise portal.

    Tool-agnostic on purpose: your LLM picks the right Scrapewise MCP tools itself. Optional extra context for your LLM: the build-scrapers skill.

    What your LLM does

    1. Reads the 8 competitor URLs you put in the prompt.
    2. Sets up one scraper per site through the Scrapewise MCP and tests a sample first.
    3. Runs the scrapers one at a time and checks the rows.
    4. Sets up matching of the same products and shows you the estimate before it runs.

    What it costs

    This example (8 sites x 20 product pages) costs about 160 credits with plain page fetches, and up to about 800 if pages need a browser. A small first run, 2 sites x 5 pages, costs about 10 to 50 credits. Matching is priced separately: your LLM shows the estimate first. Tested 2026-11-04. See the full price list ->

    What you get back

    • One group in your portal.
    • One scraper per site.
    • All rows in one table in the portal.
    • Matched products across sites, once you approve the matching run.

    Matching works when your sites sell the same products.

    What you get

    Example resultFirst 5 of 24,000 rows
    Example result table, 5 rows, invented shops
    producteancolourdescriptionmy priceKüchenweltHomeline StoreNordkoppenKaffeekontorHaushaltsprofi24HuisgenootElektrohaus NordTee & Tassecheapest
    Elektrischer Wasserkocher 1,7 L Edelstahl 2200 W KT-22174260731139301EdelstahlWasserkocher 2200 W mit Kalkfilter, 360-Grad-Sockel und Abschaltautomatik.€39.90€37.79€35.49€33.95€39.99€37.50€36.79€37.89€44.95€33.95 · Nordkoppen
    Elektrische Kaffeemühle Kegelmahlwerk 31 Stufen 250 g CG-3104056418176499SchwarzKegelmahlwerk mit 31 Mahlgraden von Espresso bis French Press, Bohnenbehälter 250 g.€74.95€82.99€74.99€80.79€87.49€77.49€79.95€73.95€89.99€73.95 · Elektrohaus Nord
    Espressomaschine Siebträger 15 bar Milchaufschäumer ES-15004251903213684Silber/SchwarzEspressomaschine mit 15 bar, Thermoblock, Dampfdüse und 1,5-Liter-Wassertank.€184.90€209.99not listed€192.49€185.79€169.49 out€213.95€193.95 outnot listed€184.90 · you
    French Press Kaffeebereiter 1 L Borosilikatglas FP-10004260529250874SchwarzFrench Press mit dreifachem Edelstahlfilter, 1 Liter, spülmaschinenfest.€24.95€22.95€24.79€22.49€24.79 out€23.95not listed€23.49not listed€22.49 · Nordkoppen
    Digital Coffee Scale with Timer 0.1 g / 2 kg Auto-Tare KS-2004056418288062SchwarzPräzisionswaage 0,1 g mit Timer und Silikonmatte, USB-C aufladbar.€32.90€38.79not listednot listed€37.49€31.49€31.79€34.49€33.95€31.49 · Haushaltsprofi24

    Example data, invented shops. Prices in EUR. Cheapest = lowest price in stock, your own price included; "out" = listed but out of stock.

Enjoy the data.

The same clean table every time you run it: your products, the prices of your 8 competitors and the cheapest one, in your Scrapewise portal.

Prefer clicking? Use the portal ->