#1Table rank
Platform
ZenRows
Starting from
Subscription + request tiers; promos vary
Headquarters
Switzerland (verify)
Delivery Cloud API · Rendered HTML / JS
Integration REST API · SERP & listing parsers (Google, Bing…
Scraper workflow
Leboncoin scrapers : compare the best scrapers in 2026
Classifieds move fast. Focus on unblock strategy, polite concurrency, and compliance before you wire alerts or repricers to listing HTML.
- Top 1High confidenceZenRowsDeliveryCloud API · Rendered HTML / JSIntegrationREST API · SERP & listing parsers (Google…
- Top 2High confidence
ScrapingBeeDeliveryCloud API · Rendered HTML / JSIntegrationREST API · SERP & listing parsers (Google… - Top 3High confidence
ApifyDeliveryCloud API · Managed browsersIntegrationREST API · SDKs (Node, Python, …) - Top 4
FirecrawlDeliveryCloud API · Crawl + map engineIntegrationREST API · SDKs (Node, Python, …)
Comparison
Leboncoin scrapers compared in 2026
4 platforms in this hub
- #2Table rank
Platform
ScrapingBee
Starting from
Credit-based API; entry tiers change. Verify live calculator
Headquarters
France
Delivery Cloud API · Rendered HTML / JS
Integration REST API · SERP & listing parsers (Google, Bing…
- #3Table rank
Platform
Apify
Starting from
Free tier + usage-based actors; paid from low tens $/mo (verify)
Headquarters
Czech Republic
Delivery Cloud API · Managed browsers · Self-hosted …
Integration REST API · SDKs (Node, Python, …) · Webhooks · …
- #4Table rank
Platform
Firecrawl
Starting from
Free tier + metered crawl/extract; verify current limits
Headquarters
United States (verify)
Delivery Cloud API · Crawl + map engine · Rendered H…
Integration REST API · SDKs (Node, Python, …) · LLM-friendl…
| # | Platform | Delivery | Integration | Starting from | HQ | Action |
|---|---|---|---|---|---|---|
| Cloud API · Rendered HTML / JS | REST API · SERP & listing parsers (Google, Bing… | FromSubscription + request tiers; promos vary | Switzerland (verify) | |||
| Cloud API · Rendered HTML / JS | REST API · SERP & listing parsers (Google, Bing… | FromCredit-based API; entry tiers change. Verify live calcu… | France | |||
| Cloud API · Managed browsers · Self-hosted … | REST API · SDKs (Node, Python, …) · Webhooks · … | FromFree tier + usage-based actors; paid from low tens $/mo… | Czech Republic | |||
| Cloud API · Crawl + map engine · Rendered H… | REST API · SDKs (Node, Python, …) · LLM-friendl… | FromFree tier + metered crawl/extract; verify current limits | United States (verify) |
Guidance
Leboncoin scrapers : compare the best scrapers in 2026
Leboncoin is a high-friction target: aggressive bot management, frequent UI changes, and strong expectations of human-like traffic patterns. Generic “scrape any URL” demos rarely survive here.
This hub compares vendors we tag for Leboncoin-classified workflows in our dataset. You still must validate success on live searches, categories, and detail pages you own operationally.
French residential or mobile proxies are commonly part of the solution. Use our proxy hubs to compare pools while you evaluate parser stability on the scraping layer.
If you are building alerts or repricers, prioritize freshness and duplicate detection: classified inventory churns quickly.
How to read the ranking
Ordering follows our editorial order for Leboncoin-tagged vendors. It is not a live unblock benchmark. Run your own pilots on the exact routes you need.
Buyer checklist
Pilot on search results, listing pages, and item detail URLs you actually query in production.
Measure block rates across IP rotation strategies and session stickiness settings.
Confirm vendor terms and your legal posture before scaling. Classifieds can include personal data in listings.
Plan polite concurrency: aggressive crawling harms UX and increases ban risk.
Will one API vendor guarantee success on Leboncoin?
No vendor can guarantee it. Success depends on your query patterns, proxy quality, and ongoing maintenance when the site changes defenses.
Should I use a marketplace-specific template if available?
Often yes: maintained templates reduce time-to-value versus bespoke selectors, but still verify freshness and support expectations with the vendor.
Next steps
Other use-case hubs
Same comparison layout, different workflow filter. Switch context without starting from scratch.
Use caseSERP scraping (Google, Bing, …)Shortlist vendors when you extract organic results, ads blocks, or answer boxes across engines and markets. Parser stability and geo accuracy matter most.View comparison →
Use caseGoogle Ads transparency scrapingFor competitive intelligence on paid search and display creatives, pair vendor fit with legal review; automated access to Google properties is tightly policy-bound.View comparison →
Use caseE-commerce & catalog scrapingFor pipelines that ingest PDPs, listing grids, and variants, where JS rendering, throttling, and schema drift decide operational cost.View comparison →
Use caseAmazon scrapingAmazon is aggressively defended. Shortlist vendors for realistic pilots on your SKU basket before you depend on automated Buy Box or pricing signals.View comparison →
Use caseZillow scrapingUS listing portals mix public fields with heavy bot management. Validate extraction on search, map tiles, and detail routes you actually need.View comparison →
Use caseVinted scrapingFashion C2C marketplaces punish naive crawlers; compare vendors on render paths, session handling, and pilot metrics on the feeds you depend on.View comparison →
Use caseTikTok scrapingShort-form video platforms change fast. Treat any vendor claim as hypothesis until you benchmark on profiles, hashtags, or comment threads you own operationally.View comparison →
Use caseInstagram scrapingMeta surfaces are login- and fingerprint-sensitive. Align vendor capabilities with what you can legally and technically access for your use case.View comparison →
Use caseFacebook scrapingPublic-page scraping still hits bot management hard. Pilot on the exact Page types and locales you need before you scale workers.View comparison →
Use caseYouTube scrapingVideo platforms offer official data paths; compare vendors when you still need HTML or headless flows for gaps the API does not cover.View comparison →
Use caseTwitter / X scrapingX changes access models frequently. Validate vendor support for your required objects (profiles, threads, search) under current terms.View comparison →
Use caseLinkedIn scrapingRecruiting and sales workflows need stable identifiers. Confirm vendor posture on login-assisted flows versus public-only extraction.View comparison →
Use caseReddit scrapingSubreddit and thread layouts are relatively stable but rate limits bite. Benchmark latency and block rates on hot threads and search results.View comparison →