Who is Scrapfly best for?

Scrapfly is built for Software developers and data engineers building web data pipelines, AI/ML teams sourcing training data or grounding LLMs with live web content, E-commerce and competitive intelligence analysts monitoring pricing and products, Growth and marketing teams running SERP, SEO, or lead generation workflows. Common use cases include AI training data and LLM pre-training corpus collection at scale; E-commerce product, pricing, and availability monitoring; Real estate listing and market data aggregation.

How is Scrapfly priced?

Usage-based, credit-pool pricing spanning all five APIs on one key. Free tier: 1,000 credits on signup, no credit card, no time limit. Discovery: $30/month for 200,000 credits, 5 concurrent requests. Pro: $100/month for 1,000,000 credits, 20 concurrent requests, pay-as-you-go overflow at $3.50/10k credits. Startup: $250/month for 2,500,000 credits, 50 concurrent, overflow at $2.00/10k. Enterprise: $500/month for 5,500,000 credits, 100 concurrent, overflow at $1.20/10k. Custom contracts from $1,200/month with committed concurrency, dedicated residential pools, MSA/DPA, and 24/7 premium support. Credit cost per request scales from 1 credit (HTTP + datacenter IP) to 5 credits (+ JS rendering or anti-bot bypass) to 25 credits (+ residential proxy) to 60 credits (screenshot). Failed requests are never billed.

What are the alternatives to Scrapfly?

Common Web Data Infrastructure for AI alternatives to Scrapfly include Firecrawl, Bright Data, Apify, ScrapingBee, Zyte. See the full comparison hub at /verticals/web-data-infrastructure-for-ai/compare.

What do users praise about Scrapfly?

Users frequently praise: Best-in-class anti-bot bypass (Cloudflare, DataDome, Akamai); Clean, well-documented Python SDK with resilient_scrape() retries; Fast time-to-first-scrape; setup under an hour; High and consistent success rates on protected sites; Responsive customer support that follows up personally; Real-time dashboard with per-request cost and success telemetry; Effective JS rendering via simple API parameter; Competitive pricing relative to in-house proxy infrastructure.

What are common complaints about Scrapfly?

Frequently cited limitations: Credit pricing complexity and unpredictability at scale; ASP feature expensive (up to 25x baseline credits) for high-volume use; Credits do not roll over month-to-month; Opaque ERR::ASP::SHIELD_PROTECTION_FAILED error messages; Learning curve for advanced feature configuration; Difficulty scraping some social media platforms (especially X/Twitter); Dashboard UI less intuitive for debugging failed requests; Limited free tier (1,000 credits) for evaluating protected-site workloads.

When was Scrapfly founded and where?

Scrapfly was founded in 2017, headquartered in Paris, France.

Scrapfly reports 2-10 employees, 30,000+ enterprises customers.

AI visibility report

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Outside the top three on 22 of the 25 prompts buyers actually ask.

Firecrawl is cited on 20 of those losses.

25 prompts

6 platforms

Updated Aug 15, 2026 - refreshed weekly

Track Scrapfly daily

Free trial. Setup comes pre-filled for Scrapfly.

Track Scrapfly across these prompts daily.

Start free trial

11percent

Presence Rate

Low presence

#7 among 12 vendors · still absent from 88.7% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

+0.44

Sentiment

-1.00.0+1.0

Positive

#7of 12

Peer Ranking

#1#12

Mid-packin Web Data Infrastructure for AI

Key Metrics

Presence Rate

11.3%

Share of Voice

3.2%

Avg Position

#19.5

Docs Presence

0.7%

Blog Presence

10.0%

Brand Mentions

9.3%

Platform Breakdown

Grok

52%13/25 prompts

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Scrapfly is a bootstrapped web data infrastructure platform operated by Joam Intelligence, LLC, headquartered in Paris, France. Founded internally in 2017 and opened to the public in 2020, it offers five core APIs—Web Scraping, Cloud Browser, Screenshot, Data Extraction, and Crawler—unified under a single API key and credit-based billing model. The platform's technical differentiation centers on two proprietary in-house engines: Curlium, a curl fork achieving byte-perfect TLS/HTTP2/QUIC browser impersonation, and Scrapium, a hardened Chromium fork for stealthy browser automation. These power anti-bot bypass across 20+ vendors including Cloudflare, DataDome, and Akamai. Scrapfly also ships an MCP Server and AI Browser Agent, positioning the platform as web data infrastructure for agentic AI systems. Third-party benchmarks rank it #1 among scraping APIs by success rate.

AI visibility report

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Outside the top three on 22 of the 25 prompts buyers actually ask.

Firecrawl is cited on 20 of those losses.

25 prompts

6 platforms

Updated Aug 15, 2026 - refreshed weekly

Track Scrapfly daily

Free trial. Setup comes pre-filled for Scrapfly.

Track Scrapfly across these prompts daily.

Start free trial

11percent

Presence Rate

Low presence

#7 among 12 vendors · still absent from 88.7% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

+0.44

Sentiment

-1.00.0+1.0

Positive

#7of 12

Peer Ranking

#1#12

Mid-packin Web Data Infrastructure for AI

Key Metrics

Presence Rate

11.3%

Share of Voice

3.2%

Avg Position

#19.5

Docs Presence

0.7%

Blog Presence

10.0%

Brand Mentions

9.3%

Platform Breakdown

Grok

52%13/25 prompts

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Reviews

4.9/5Capterra·235+

Praised

Best-in-class anti-bot bypass (Cloudflare, DataDome, Akamai)
Clean, well-documented Python SDK with resilient_scrape() retries
Fast time-to-first-scrape; setup under an hour
High and consistent success rates on protected sites
Responsive customer support that follows up personally
Real-time dashboard with per-request cost and success telemetry
Effective JS rendering via simple API parameter
Competitive pricing relative to in-house proxy infrastructure

Criticized

Credit pricing complexity and unpredictability at scale
ASP feature expensive (up to 25x baseline credits) for high-volume use
Credits do not roll over month-to-month
Opaque ERR::ASP::SHIELD_PROTECTION_FAILED error messages
Learning curve for advanced feature configuration
Difficulty scraping some social media platforms (especially X/Twitter)
Dashboard UI less intuitive for debugging failed requests
Limited free tier (1,000 credits) for evaluating protected-site workloads

Scrapfly earns consistently high user satisfaction, with a 4.9/5 average across 235 Capterra reviews as of April 2026. Reviewers most frequently praise the anti-bot bypass quality (particularly against Cloudflare, DataDome, and Akamai), the clean Python SDK with resilient_scrape() automatic retries, responsive customer support, and the quality of documentation. Common criticisms center on the complexity and unpredictability of credit pricing—especially for ASP-enabled requests which cost up to 25x more—and opaque error messages when bypass failures occur. Third-party benchmark site Scrapeway ranks Scrapfly #1 among scraping API services (April 2026) with a 98.8% average success rate versus a 59.3% industry average.

Prompt	ChatGPT	Perplexity	Bing Copilot	Google AI Mode	Gemini Search	Grok
Capability3/5 cited (60%)
I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting?	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Your brand and a competitor were cited

#	Brand	PresencePres.	Share of VoiceSoV	DocsDocs	BlogBlog	MentionsMent.	Avg PosPos	Sentiment
1	Firecrawl	51.3%	28.8%	6.0%	40.0%	60.7%	#21.2	+0.47
2	Bright Data	32.7%	17.9%	6.0%	27.3%	54.7%	#24.4	+0.50
3	Apify	26.7%	16.1%	11.3%	9.3%	54.0%	#34.9	+0.51
4	ScrapingBee	19.3%	9.6%	2.7%	16.0%	26.7%	#32.0	+0.56
5	Zyte	16.7%	9.3%	8.7%	8.0%	26.0%	#33.0	+0.60
6	Oxylabs	16.0%	6.8%	4.0%	9.3%	36.7%	#29.8	+0.49
7	Scrapfly	11.3%	3.2%	0.7%	10.0%	9.3%	#19.5	+0.44
8	Jina AI	8.0%	4.1%	0.7%	0.7%	6.0%	#41.9	+0.39
9	Crawl4AI	6.0%	2.4%	4.7%	0.0%	22.7%	#17.4	+0.59
10	Octoparse	4.0%	0.9%	0.0%	3.3%	2.7%	#18.6	+0.17
11	Diffbot	1.3%	0.8%	0.7%	0.7%	7.3%	#41.0	+0.30
12	Crawlee	0.0%	0.0%	0.0%	0.0%	0.0%	—	—

Developer Experience3/5 cited (60%)
I'm a tech lead evaluating proxy and scraping platforms — which ones have SDKs and client libraries that don't feel like an afterthought?	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited	Your brand and a competitor were cited

Integrations & Ecosystem4/5 cited (80%)
What web data infrastructure platforms work best alongside open-source LLM orchestration tools for building self-updating knowledge bases?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Your brand and a competitor were cited

Performance & Reliability2/5 cited (40%)
Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines?	A competitor was cited	A competitor was cited	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Your brand and a competitor were cited

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Key Metrics

Platform Breakdown

Overview

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Scrapfly is not.

Where Scrapfly is winning

Where Scrapfly is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Recent Trend

How AI describes Scrapfly3

Most cited sources8

Alternatives in Web Data Infrastructure for AI6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

Setup & First Run1/5 cited (20%)
I'm evaluating web data extraction platforms for an AI startup — which ones let me go from signup to first successful structured data extraction the fastest?	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited	A competitor was cited

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Key Metrics

Platform Breakdown

Overview

Scrapfly ranks #7 in Web Data Infrastructure for AI AI search.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Scrapfly is not.

Where Scrapfly is winning

Where Scrapfly is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Recent Trend

How AI describes Scrapfly3

Most cited sources8

Alternatives in Web Data Infrastructure for AI6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

What does Scrapfly do?

Who is Scrapfly best for?

How is Scrapfly priced?

What are the alternatives to Scrapfly?

What do users praise about Scrapfly?

What are common complaints about Scrapfly?

When was Scrapfly founded and where?

How big is Scrapfly?