#1Table 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 · …
Scraper workflow
Google Ads scrapers : compare the best scrapers in 2026
For competitive intelligence on paid search and display creatives, pair vendor fit with legal review; automated access to Google properties is tightly policy-bound.
- Top 1High confidenceApifyDeliveryCloud API · Managed browsersIntegrationREST API · SDKs (Node, Python, …)
- Top 2High confidence
ScrapingBeeDeliveryCloud API · Rendered HTML / JSIntegrationREST API · SERP & listing parsers (Google… - Top 3High confidence
ZenRowsDeliveryCloud API · Rendered HTML / JSIntegrationREST API · SERP & listing parsers (Google… - Top 4
FirecrawlDeliveryCloud API · Crawl + map engineIntegrationREST API · SDKs (Node, Python, …)
Comparison
Google Ads 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
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…
- #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 · Managed browsers · Self-hosted … | REST API · SDKs (Node, Python, …) · Webhooks · … | FromFree tier + usage-based actors; paid from low tens $/mo… | Czech Republic | |||
| Cloud API · Rendered HTML / JS | REST API · SERP & listing parsers (Google, Bing… | FromCredit-based API; entry tiers change. Verify live calcu… | France | |||
| Cloud API · Rendered HTML / JS | REST API · SERP & listing parsers (Google, Bing… | FromSubscription + request tiers; promos vary | Switzerland (verify) | |||
| 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
Google Ads scrapers : compare the best scrapers in 2026
Google Ads data spans public transparency surfaces, creative libraries, and landing pages, each with different access constraints. This hub compares vendors we tag for Ads-oriented extraction in our dataset.
Automated access to Google properties can change without notice. Prefer official APIs and transparency exports when they satisfy your workflow, and involve counsel before production scraping.
If you are doing competitive creative research, benchmark freshness and field coverage on the exact assets you archive, not a single demo keyword.
Separate “can fetch HTML” from “may use the data”: policy risk often dominates technical feasibility on Ads-related pages.
How to read the ranking
Ordering follows our editorial order within the Google Ads-tagged vendor set. Success still depends on current Google policies, rate limits, and your account posture.
Buyer checklist
Inventory which objects you need: creatives, landing URLs, spend ranges, geo, or policy flags.
Confirm whether your workflow can use official Ads or transparency APIs instead of raw scraping.
Log HTML or endpoint changes. Google updates layouts and consent flows frequently.
Document retention and PII handling if creatives include phone numbers or localized assets.
Does this page endorse bypassing Google login walls?
No. This is a vendor comparison hub. Follow Google’s terms and applicable laws; many Ads insights are available through sanctioned channels if you architect around them.
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 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 caseLeboncoin scrapingClassifieds move fast. Focus on unblock strategy, polite concurrency, and compliance before you wire alerts or repricers to listing HTML.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 →