🛠️ Leboncoin Profile & Reviews Scraper

Light weigth and high-precision tool designed to extract deep intelligence from France's largest marketplace.

It goes beyond simple ad listings, providing a 360-degree view of a seller’s history, reliability, and current inventory.

This tool is essential for market research, fraud detection, and competitive analysis within the French circular economy.

It also helps small sellers keep track of their listings on the platform.

🔹 Features

Deep Profile Analytics: Capture registration dates, response times (e.g., "Répond en 3 heures"), and account types (Private/Pro).

Comprehensive Review Tracking: Extract both member-written reviews and system-generated "Automatic" feedback.

Granular Performance Scores: Breakdown seller ratings by COMMUNICATION, PACKAGE, PRODUCT, and RECOMMENDATION.

Active Inventory Export: Scrape all products currently being sold by a specific user, including full descriptions, pricing, and category IDs.

Verification Status: Identify VerifiedPhoneNumber and VerifiedID badges to assess seller trustworthiness.

Activity Segments: Monitor feedback specific to transaction types like Face-to-Face (f2f) or Purchase Bundles.

🔹 Use Cases

Seller Vetting: Automatically verify the reputation of high-volume sellers before initiating large transactions.

Market Trend Analysis: Track how quickly specific sellers move inventory and what categories they dominate.

Customer Sentiment: Analyze textReview data to identify common pain points in French e-commerce logistics.

Competitive Monitoring: Export entire catalogs of competing sellers to monitor pricing strategies and stock replenishment.

Fraud Prevention: Flag profiles with high "Automatic" negative feedback or discrepancies between their advertised location and shipping history.

Ouput example

Product

{
  "list_id": 3182375162,
  "first_publication_date": "2026-04-19 14:29:17",
  "index_date": "2026-04-19 14:29:17",
  "status": "active",
  "category_id": "22",
  "category_name": "Vêtements",
  "subject": "Tunique rose neuf t L woman",
  "body": "tunique rose \n coton \n neuf \nt L woman",
  "brand": "leboncoin",
  "ad_type": "offer",
  "url": "https://www.leboncoin.fr/ad/vetements/3182375162",
  "price": [
    10
  ],
  "price_cents": 1000,
  "owner": {
    "store_id": "5523655",
    "user_id": "4de4420e-448a-4f38-9b5e-7258e341b9d5",
    "type": "private",
    "name": "rage",
    "no_salesmen": true,
    "activity_sector": ""
  },
  "options": {
    "has_option": false,
    "booster": false,
    "photosup": false,
    "urgent": false,
    "gallery": false,
    "sub_toplist": false,
    "continuous_top_ads": false,
    "highlight": false
  },
  "has_phone": false,
  "similar": null,
  "counters": {},
  "buyer_fee": {
    "amount": 99
  },
  "attributes": {
    "rating_score": "0.93",
    "rating_count": "721",
    "profile_picture_url": "https://img.leboncoin.fr/api/v1/tenants/9a6387a1-6259-4f2c-a887-7e67f23dd4cb/domains/20bda58f-d650-462e-a72a-a5a7ecf2bf88/buckets/21d2b0bc-e54c-4b64-a30b-89127b18b785/images/profile/pictures/default/5a798789-37bb-542f-b0a6-0d5c7cfec360?rule=pp-small",
    "estimated_parcel_weight": "327",
    "estimated_parcel_size": "S",
    "is_bundleable": "true",
    "purchase_cta_visible": "true",
    "negotiation_cta_visible": "true",
    "country_isocode3166": "FR",
    "clothing_type": "1",
    "clothing_st": "5",
    "clothing_category": "haut",
    "clothing_color": "rose",
    "shipping_type": "mondial_relay",
    "shippable": "true",
    "is_import": "false"
  },
  "country_id": "FR",
  "region_id": "22",
  "region_name": "Rhône-Alpes",
  "department_id": "69",
  "department_name": "Rhône",
  "city_label": "Belleville-en-Beaujolais 69220",
  "city": "Belleville-en-Beaujolais",
  "zipcode": "69220",
  "lat": 46.1114,
  "lng": 4.73455,
  "source": "city",
  "provider": "here",
  "is_shape": true,
  "images": [
    "https://img.leboncoin.fr/api/v1/lbcpb1/images/04/e1/f2/04e1f276fcdac09b83da1a3b77e1a9b99aa515c9.jpg?rule=ad-image"
  ],
  "nb_images": 1,
  "thumb_image": "https://img.leboncoin.fr/api/v1/lbcpb1/images/04/e1/f2/04e1f276fcdac09b83da1a3b77e1a9b99aa515c9.jpg?rule=ad-thumb"
}

Profile Infos

{
  "name": "rage",
  "registered_at": "2014-06-26",
  "location": "Rhône",
  "feedback": {
    "overall_score": 0.93,
    "category_scores": {
      "COMMUNICATION": 0.9,
      "PACKAGE": 0.9,
      "PRODUCT": 0.9,
      "RECOMMENDATION": 0.88,
      "USER_ATTENTION": 0.85
    },
    "segment_scores": {
      "leboncoin-f2f": 0.2,
      "leboncoin-generalist": 0.89,
      "leboncoin-purchasebundle": 0.77
    },
    "segment_counts": {
      "leboncoin-f2f": 1,
      "leboncoin-generalist": 426,
      "leboncoin-purchasebundle": 6
    },
    "received_count": 721
  },
  "reply": {
    "in_minutes": 180,
    "text": "Répond en moyenne en 3 heures",
    "rate_text": "Répond à 100 % des messages",
    "rate": 100,
    "reply_time_text": "3 heures"
  },
  "presence": {
    "status": "OFFLINE",
    "enabled": false
  },
  "profile_picture": {
    "is_default": true,
    "default": true,
    "small_url": "https://img.leboncoin.fr/api/v1/tenants/9a6387a1-6259-4f2c-a887-7e67f23dd4cb/domains/20bda58f-d650-462e-a72a-a5a7ecf2bf88/buckets/21d2b0bc-e54c-4b64-a30b-89127b18b785/images/profile/pictures/default/5a798789-37bb-542f-b0a6-0d5c7cfec360?rule=pp-small",
    "medium_url": "https://img.leboncoin.fr/api/v1/tenants/9a6387a1-6259-4f2c-a887-7e67f23dd4cb/domains/20bda58f-d650-462e-a72a-a5a7ecf2bf88/buckets/21d2b0bc-e54c-4b64-a30b-89127b18b785/images/profile/pictures/default/5a798789-37bb-542f-b0a6-0d5c7cfec360?rule=pp-medium",
    "large_url": "https://img.leboncoin.fr/api/v1/tenants/9a6387a1-6259-4f2c-a887-7e67f23dd4cb/domains/20bda58f-d650-462e-a72a-a5a7ecf2bf88/buckets/21d2b0bc-e54c-4b64-a30b-89127b18b785/images/profile/pictures/default/5a798789-37bb-542f-b0a6-0d5c7cfec360?rule=pp-large",
    "extra_large_url": "https://img.leboncoin.fr/api/v1/tenants/9a6387a1-6259-4f2c-a887-7e67f23dd4cb/domains/20bda58f-d650-462e-a72a-a5a7ecf2bf88/buckets/21d2b0bc-e54c-4b64-a30b-89127b18b785/images/profile/pictures/default/5a798789-37bb-542f-b0a6-0d5c7cfec360?rule=pp-extra-large"
  },
  "badges": [
    {
      "type": "global",
      "name": "LeBonVendeur"
    },
    {
      "type": "global",
      "name": "Responsiveness2"
    },
    {
      "type": "global",
      "name": "VerifiedPhoneNumberAndVerifiedID"
    }
  ],
  "total_ads": 27044,
  "store_id": 5523655,
  "account_type": "private",
  "user_id": "4de4420e-448a-4f38-9b5e-7258e341b9d5",
  "description": ""
}

Profile stat reviews

{
  "seller_id": "4de4420e-448a-4f38-9b5e-7258e341b9d5",
  "overallScore": 0.93,
  "receivedCount": 721,
  "memberFeedbackWithTextReviewCount": 219,
  "sellerFeedbackCount": 0,
  "buyerFeedbackCount": 721,
  "categoryScores": {
    "PACKAGE": 0.9,
    "PRODUCT": 0.9,
    "COMMUNICATION": 0.9,
    "RECOMMENDATION": 0.88,
    "USER_ATTENTION": 0.85
  },
  "segmentScores": {
    "leboncoin-f2f": 0.2,
    "leboncoin-generalist": 0.89,
    "leboncoin-purchasebundle": 0.77
  },
  "segmentCounts": {
    "leboncoin-f2f": 1,
    "leboncoin-generalist": 426,
    "leboncoin-purchasebundle": 6
  },
  "sourceScores": {
    "MEMBER": 0.89,
    "AUTOMATIC": 1.0
  },
  "sourceCounts": {
    "MEMBER": 433,
    "AUTOMATIC": 288
  }
}

Profile reviews

{
  "name": "Philippe",
  "isProfessional": false,
  "avatarUrl": null,
  "localProfileId": null,
  "verified": false,
  "overallScore": 0.98,
  "numberOfReceivedFeedbacks": 37,
  "role": "BUYER",
  "feedback": {
    "tradeId": 127076478,
    "feedbackId": 248880544,
    "ownerId": "sdrn:leboncoin:user:9f279b67-d21c-4cdd-beee-2be8535093ed",
    "recipientId": "sdrn:leboncoin:user:4de4420e-448a-4f38-9b5e-7258e341b9d5",
    "status": "FINISHED",
    "currentUserReportStatus": "PRISTINE",
    "allowFeedbackReply": "DISABLED",
    "textReview": "Colis jamais reçu après deux achats sur le même article avec deux pseudos différents.\nIncompréhensible.",
    "lastModified": null,
    "score": 0.2,
    "options": [],
    "givenAt": "2026-04-11T22:16:12.372578Z",
    "reply": null,
    "badges": [],
    "segmentExternalId": "leboncoin-generalist",
    "source": "MEMBER",
    "item": {
      "title": "Jeans homme marron t 42 jules",
      "pictureUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/14/93/b5/1493b5a4e8e77f9a7ca211ce5321d84f457a1989.jpg?rule=ad-thumb"
    },
    "isAutomaticReview": false
  }
}

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