# ScrapingBee AI visibility in Web Data Infrastructure for AI

Canonical: https://devtune.ai/verticals/web-data-infrastructure-for-ai/scrapingbee

[Website](https://www.scrapingbee.com/)

Updated: 2026-10-02T13:10:51.069211+00:00
Prompts: 25
Runs: 6


## Platforms

- perplexity
- google-ai
- google-ai-mode
- bing-copilot-search
- chatgpt-search
- xai-search

Rank: 6
Total brands: 12
Measured responses: 150
Presence percent: 14.666666666666666
Share of voice percent: 9.21595598349381
Average position: 33.208955223880594
Docs presence percent: 2
Blog presence percent: 10.666666666666668
Brand mention percent: 24.666666666666668


## Profile

Overview: ScrapingBee is a French web scraping API founded in 2019 by Kevin Sahin and Pierre de Wulf. The platform abstracts the complexity of headless browser management and proxy rotation into a single REST API, allowing developers to extract data from JavaScript-heavy websites without maintaining browser or proxy infrastructure. Key features include managed headless Chrome rendering, tiered proxy pools (standard, premium, stealth), AI-powered natural-language data extraction, CSS/XPath extraction rules, and dedicated scraper APIs for Google Search, Amazon, YouTube, and Walmart. The service is designed primarily for developers, SMBs, and data teams seeking a simple, reliable scraping solution. Bootstrapped to over 2,500 customers and approximately $5M ARR, ScrapingBee was acquired by Oxylabs in June 2025 for an eight-figure sum and continues operating independently.
Product summary: ScrapingBee is a managed web scraping API that handles headless Chrome browser instances, proxy rotation, and anti-bot bypass so developers can focus on data extraction. It accepts a URL and optional parameters via a REST call and returns raw HTML, structured JSON, Markdown, plain text, or screenshots. The platform offers tiered proxy options (standard rotating, premium residential, stealth), AI-powered extraction using natural-language queries, JavaScript scenario scripting for interactive page actions, and dedicated APIs for high-demand sources like Google Search and Amazon. It is designed for ease of integration and is used across e-commerce price monitoring, SEO tracking, lead generation, AI training data collection, and competitive intelligence workflows.


### Key capabilities

- Managed headless Chrome browser rendering (latest Chrome version, thousands of concurrent instances)
- Automatic proxy rotation with standard, premium (residential), and stealth proxy tiers
- JavaScript scenario automation (click, scroll, fill, evaluate, infinite scroll)
- AI-powered data extraction via natural-language queries (ai_query / ai_extract_rules)
- CSS and XPath extraction rules returning structured JSON
- Dedicated scraper APIs for Google Search, Amazon, YouTube, Walmart, and ChatGPT
- Markdown and plain-text output for LLM-ready content ingestion
- Full-page, partial, and selector-targeted screenshots
- IP geolocation targeting across dozens of country codes
- MCP Server for AI agent integration



### Target users

- Software developers and data engineers building scraping pipelines
- E-commerce and pricing intelligence teams
- SEO agencies and SERP monitoring teams
- Growth and lead-generation marketers
- Academic researchers and data scientists
- AI/ML teams collecting web-based training data



### Key use cases

- E-commerce price monitoring and competitor tracking
- SERP scraping and SEO rank tracking
- Lead generation and contact data extraction
- Real estate listing data collection
- Review and sentiment monitoring across web platforms
- AI and LLM training data collection from public web sources
- Job board and talent market data aggregation
- Market and competitive intelligence research

Integrations ecosystem: ScrapingBee provides official SDK libraries for Python (pip install scrapingbee) and Node.js (npm install scrapingbee), with code samples covering PHP, Ruby, Java, Go, C#, and cURL. No-code integrations are available for Zapier, Make (formerly Integromat), and n8n. An MCP (Model Context Protocol) Server is available for AI agent workflows. The API supports proxy-mode operation, allowing it to be used as a drop-in proxy layer. Custom header forwarding and session ID routing enable sticky-session scraping. Dedicated platform-specific scraper APIs are available for Google Search, Amazon, YouTube, Walmart, and ChatGPT. A CLI tool (scrapingbee-cli) supports terminal-based scraping workflows.
Pricing summary: ScrapingBee uses a credit-based subscription model with four published tiers (all prices exclude VAT): Freelance at $49/month (250,000 credits, 10 concurrent requests); Startup at $99/month (1,000,000 credits, 50 concurrent requests); Business at $249/month (3,000,000 credits, 100 concurrent requests); Business+ at $599/month (8,000,000 credits, 200 concurrent requests). Rotating proxies, premium proxies, geotargeting, screenshots, extraction rules, and the Google Search API are included in Startup and above. Credits consumed per request vary from 1 (basic HTTP, no JS) to 75 (stealth proxy with JS rendering). Custom plans are available for usage above the Business+ tier. New accounts receive 1,000 free API credits with no credit card required.
Review summary: User sentiment across Capterra and Software Advice is predominantly positive, with reviewers consistently praising reliability, ease of setup, clear documentation, and responsive customer support. Long-term users highlight the service's consistent uptime and ability to handle anti-bot protections across major sites. The most common criticism is the credit multiplier system, which users find opaque and prone to unexpected cost overruns, particularly because JavaScript rendering is enabled by default. Some users note that error messages on failed requests lack detail, and that pricing becomes expensive at scale. Third-party benchmarks indicate strong performance on sites like Amazon, Instagram, and Booking.com, but lower success rates on complex targets such as LinkedIn and Zillow.
Competitive positioning: ScrapingBee positions itself as the developer-friendly, SMB-oriented web scraping API that abstracts away infrastructure complexity — headless browser management, proxy rotation, and CAPTCHA handling — behind a single REST API call. Its core differentiator is ease of use and transparent, predictable pricing, targeting individual developers, startups, and mid-market teams rather than large enterprise buyers. Post-acquisition by Oxylabs (June 2025), it continues operating independently as Oxylabs' direct-to-consumer product, covering the SMB and developer market segment that Oxylabs' enterprise offerings do not reach. Compared with Bright Data and Oxylabs, ScrapingBee trades raw proxy network scale for simplicity and lower entry cost. Compared with Zyte and Apify, it offers a simpler, less opinionated API with less orchestration overhead, though fewer advanced crawling and workflow capabilities.
Limitations: ScrapingBee's credit-based pricing model, where a single request can cost 1–75 credits depending on features activated, creates budget unpredictability — a frequently cited user complaint. JavaScript rendering is enabled by default (5 credits/request), meaning users can exhaust credits faster than expected without explicit configuration. No built-in pagination management; users must handle multi-page scraping manually. The stealth proxy tier (75 credits/request) does not support infinite scroll, custom headers, cookies, or the timeout parameter. PDF scraping is not supported. Concurrent request limits are relatively low on entry plans (10 for Freelance, 50 for Startup). Third-party benchmarks indicate lower success rates on complex targets such as LinkedIn and Zillow compared to some competitors. Custom enterprise plans are only offered above the Business plan threshold.


### Source urls

- https://www.scrapingbee.com/
- https://www.scrapingbee.com/documentation
- https://www.scrapingbee.com/journey-to-one-million-arr/
- https://proxyway.com/news/oxylabs-acquires-scrapingbee
- https://www.theglobeandmail.com/investing/markets/markets-news/ACCESS%20Newswire/32952355/oxylabs-company-group-acquires-one-of-the-leading-scraping-companies-scrapingbee/
- https://tech.eu/2025/06/20/oxylabs-group-strengthens-position-with-eight-figure-acquisition-of-scrapingbee/
- https://www.capterra.com/p/195060/ScrapingBee/reviews/
- https://www.softwareadvice.com/data-extraction/scrapingbee-profile/
- https://pitchbook.com/profiles/company/462773-62
- https://www.linkedin.com/company/scrapingbee
- https://leadadvisors.com/blog/scrapingbee-review/
- https://tracxn.com/d/companies/scrapingbee/__rHu58UUhyhmIf7vSKSzPMfhVFfXK3BJZ1X93PX8JfqY

Reviewed at: 2026-04-28T23:37:06.986+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- Easy API setup and onboarding
- Clear, comprehensive documentation
- Reliable uptime and consistent performance
- Responsive and knowledgeable customer support
- Effective anti-bot and anti-block handling
- Broad programming language support
- Predictable pricing relative to competitors
- Free trial credits with no credit card required



#### Criticized

- Credit multiplier system is confusing and hard to predict
- JavaScript rendering enabled by default consumes credits unexpectedly
- Pricing becomes expensive at scale
- Limited error detail on failed requests
- No built-in pagination or crawl orchestration
- Lower success rates on complex targets like LinkedIn or Zillow
- Stealth proxy has feature restrictions




### Company facts

Founded year: 2019
Hq: Paris, France


#### Founders

- Kevin Sahin
- Pierre de Wulf

Employees range: 2-10
Total funding: ~$150K
Valuation: Not available
Arr: ~$5M
Customer count: 2,500+
Status: Acquired by Oxylabs (Jun 2025), operating independently


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Firecrawl | 68 | 150 | 45.33333333333333 | 22.88082901554404 |
| Bright Data | 56 | 150 | 37.333333333333336 | 22.618055555555557 |
| Apify | 43 | 150 | 28.666666666666668 | 35.857142857142854 |
| Zyte | 30 | 150 | 20 | 35.12903225806452 |
| Oxylabs | 29 | 150 | 19.333333333333332 | 25.559322033898304 |
| ScrapingBee | 22 | 150 | 14.666666666666666 | 33.208955223880594 |
| Scrapfly | 16 | 150 | 10.666666666666668 | 21.94736842105263 |
| Crawl4AI | 15 | 150 | 10 | 12.26923076923077 |
| Jina AI | 12 | 150 | 8 | 39.74193548387097 |
| Octoparse | 6 | 150 | 4 | 17.571428571428573 |
| Diffbot | 3 | 150 | 2 | 35.57142857142857 |
| Crawlee | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| perplexity | 1 | 4 |
| google-ai | 3 | 12 |
| google-ai-mode | 1 | 4 |
| bing-copilot-search | 1 | 4 |
| chatgpt-search | 1 | 4 |
| xai-search | 15 | 60 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which proxy network services support session-based scraping with geotargeting at the city level for market intelligence use cases? | 1 | 1 |
| What web data extraction APIs have prebuilt connectors or plugins for common data warehouse and data lake destinations? | 1 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers? | 6 |
| I'm building an AI agent that needs live web data — which web crawling APIs expose a simple REST or function-calling interface for agent use? | 5 |
| Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines? | 5 |
| Which proxy network providers make it easiest to get rotating residential IPs set up without a lengthy sales process? | 4 |
| Which web scraping platforms integrate natively with vector databases and LLM orchestration frameworks for AI agent pipelines? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 4 |
| Developer Experience | 5 | 3 |
| Integrations & Ecosystem | 5 | 4 |
| Performance & Reliability | 5 | 3 |
| Setup & First Run | 5 | 4 |



## Prompt results

- Prompt text: What web data extraction APIs have prebuilt connectors or plugins for common data warehouse and data lake destinations?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: 2
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| ScrapingBee | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 3 |
| Zyte | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 26 |
| Firecrawl | 28 |
| Apify | 32 |
| Oxylabs | 63 |


- Prompt text: What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 27



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Diffbot | 3 |
| Zyte | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 10 |
| ScrapingBee | 27 |
| Zyte | 60 |


- Prompt text: Which proxy network providers make it easiest to get rotating residential IPs set up without a lengthy sales process?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 19



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 3 |
| Oxylabs | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |
| ScrapingBee | 19 |
| Oxylabs | 21 |


- Prompt text: Which web scraping platforms integrate natively with vector databases and LLM orchestration frameworks for AI agent pipelines?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Scrapfly | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 9 |
| Scrapfly | 29 |
| Oxylabs | 31 |
| Bright Data | 33 |
| Zyte | 49 |
| Jina AI | 74 |
| Apify | 84 |


- Prompt text: I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Jina AI | 3 |
| Firecrawl | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Oxylabs | 1 |
| Bright Data | 2 |
| Crawl4AI | 3 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Scrapfly | 8 |
| Oxylabs | 10 |
| Apify | 27 |
| Jina AI | 43 |


- Prompt text: What are the best web crawling APIs for a small team that wants clean markdown output for LLM ingestion with minimal configuration?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |
| Crawl4AI | 5 |
| Apify | 7 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 3 |
| Bright Data | 11 |
| Jina AI | 38 |


- Prompt text: Looking for a web extraction platform that converts full websites into structured markdown for a retrieval-augmented generation system — what are my options?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: 3
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 24



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |
| Crawl4AI | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Apify | 9 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| ScrapingBee | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 6 |
| Scrapfly | 20 |
| ScrapingBee | 24 |
| Bright Data | 30 |


- Prompt text: Which enterprise proxy network providers can handle millions of requests per day without significant rate-limit failures or IP bans?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Scrapfly | 5 |
| Bright Data | 17 |
| Octoparse | 24 |
| Oxylabs | 41 |


- Prompt text: What web crawling platforms handle anti-bot detection well enough to reliably extract product data from major e-commerce sites at scale?


#### Brand position by platform

Perplexity: Not available
Google-ai: 1
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 2



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 3 |
| Zyte | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| ScrapingBee | 1 |
| Firecrawl | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Crawl4AI | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Scrapfly | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |
| Oxylabs | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| ScrapingBee | 2 |
| Apify | 4 |
| Firecrawl | 8 |
| Scrapfly | 14 |
| Zyte | 43 |
| Oxylabs | 52 |


- Prompt text: Which web scraping APIs have the best developer experience for a Python-first team building data pipelines for AI applications?


#### Brand position by platform

Perplexity: 8
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 15



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 4 |
| Crawl4AI | 5 |
| Bright Data | 6 |
| ScrapingBee | 8 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 4 |
| Oxylabs | 8 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 2 |
| Apify | 3 |
| Bright Data | 4 |
| Oxylabs | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 8 |
| Scrapfly | 11 |
| ScrapingBee | 15 |
| Oxylabs | 18 |
| Apify | 28 |
| Zyte | 75 |


- Prompt text: What are the fastest web content extraction APIs for real-time RAG use cases where latency under 2 seconds matters?


#### Brand position by platform

Perplexity: Not available
Google-ai: 6
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Jina AI | 3 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 5 |
| ScrapingBee | 6 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Bright Data | 2 |
| Firecrawl | 23 |
| Apify | 29 |
| Jina AI | 81 |


- Prompt text: I'm building a RAG pipeline and need to pull content from hundreds of URLs — which web extraction services have the fastest onboarding?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 72



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 4 |
| Apify | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Bright Data | 2 |
| Firecrawl | 4 |
| Apify | 22 |
| Jina AI | 44 |
| ScrapingBee | 72 |


- Prompt text: I'm building an AI agent that needs live web data — which web crawling APIs expose a simple REST or function-calling interface for agent use?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 12



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Crawl4AI | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Apify | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Scrapfly | 10 |
| Apify | 11 |
| ScrapingBee | 12 |
| Bright Data | 13 |
| Zyte | 17 |
| Crawl4AI | 34 |


- Prompt text: What do developers say about the day-to-day workflow for managing large-scale crawl jobs across different web extraction platforms?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity





##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |
| Zyte | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Apify | 25 |
| Bright Data | 27 |
| Firecrawl | 31 |
| Octoparse | 34 |
| Oxylabs | 37 |
| Zyte | 51 |


- Prompt text: What web data infrastructure platforms work best alongside open-source LLM orchestration tools for building self-updating knowledge bases?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 82



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 4 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Scrapfly | 43 |
| Crawl4AI | 56 |
| Zyte | 78 |
| ScrapingBee | 82 |


- Prompt text: Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 36



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Scrapfly | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 4 |
| Oxylabs | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 8 |
| Zyte | 12 |
| Firecrawl | 17 |
| Scrapfly | 26 |
| Apify | 30 |
| ScrapingBee | 36 |


- Prompt text: Which web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 3
Xai-search: 21



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 3 |
| Apify | 5 |
| Bright Data | 7 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Jina AI | 1 |
| Firecrawl | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Firecrawl | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 2 |
| ScrapingBee | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Oxylabs | 1 |
| Bright Data | 3 |
| Firecrawl | 5 |
| Zyte | 20 |
| ScrapingBee | 21 |


- Prompt text: Which proxy network services support session-based scraping with geotargeting at the city level for market intelligence use cases?


#### Brand position by platform

Perplexity: Not available
Google-ai: 1
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| ScrapingBee | 1 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Oxylabs | 25 |
| Bright Data | 28 |


- Prompt text: 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?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 10



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Apify | 2 |
| Zyte | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Octoparse | 2 |



##### Google-ai-mode





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 8 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |
| Zyte | 4 |
| Bright Data | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 8 |
| Firecrawl | 9 |
| ScrapingBee | 10 |
| Octoparse | 14 |
| Oxylabs | 17 |
| Apify | 32 |


- Prompt text: Which platforms for converting web content to LLM-ready formats have the clearest docs and the best debugging tools?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 3 |
| Apify | 6 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 6 |
| Scrapfly | 22 |
| Apify | 27 |
| Crawl4AI | 33 |
| Jina AI | 53 |


- Prompt text: Which proxy or web scraping services offer webhook support and event-driven data delivery for real-time AI data ingestion workflows?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 53



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Firecrawl | 2 |



##### Bing-copilot-search





##### Chatgpt-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 28 |
| Oxylabs | 52 |
| ScrapingBee | 53 |
| Scrapfly | 62 |
| Apify | 79 |


- Prompt text: What's the easiest web scraping API to get running in under an hour for a solo dev building an LLM data pipeline?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 28



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 3 |
| Zyte | 5 |
| Oxylabs | 7 |
| Scrapfly | 12 |
| ScrapingBee | 28 |


- Prompt text: I'm a tech lead evaluating proxy and scraping platforms — which ones have SDKs and client libraries that don't feel like an afterthought?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 31



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 4 |
| Oxylabs | 8 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 2 |
| Zyte | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 11 |
| Zyte | 25 |
| ScrapingBee | 31 |
| Firecrawl | 43 |
| Apify | 59 |
| Scrapfly | 96 |


- Prompt text: I'm running a high-volume crawl pipeline for LLM fine-tuning data — which web data platforms scale to 10M+ pages per month reliably?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |
| Bright Data | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Bright Data | 9 |
| Oxylabs | 27 |
| Apify | 42 |


- Prompt text: What web extraction services do teams use when they need consistent structured output quality across dynamic and static pages at production scale?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 18



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Oxylabs | 3 |
| Octoparse | 4 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 3 |
| Bright Data | 4 |
| Diffbot | 5 |
| Apify | 6 |
| Oxylabs | 7 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 11 |
| Firecrawl | 17 |
| ScrapingBee | 18 |
| Octoparse | 19 |
| Bright Data | 21 |
| Apify | 24 |
| Diffbot | 45 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://www.scrapingbee.com/ | ScrapingBee – The Best Web Scraping API | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 17 | 17 |
| https://www.scrapingbee.com/blog/best-ecommerce-apis/ | The Best eCommerce Scrapers for 2026 | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 15 | 15 |
| https://www.scrapingbee.com/blog/best-seo-proxies/ | Best SEO Proxies for Rank Tracking in 2026 - ScrapingBee | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 10 | 10 |
| https://www.scrapingbee.com/blog/best-data-extraction-software/ | 10 Best Tools for Data Extraction in 2026 | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 5 | 5 |
| https://www.scrapingbee.com/blog/best-ai-web-scrapers/ | 5 Best AI Web Scraping Tools in 2026 | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 5 | 5 |
| https://www.scrapingbee.com/tutorials/getting-started-with-scrapingbees-python-sdk/ | Getting started with ScrapingBee's Python SDK | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 2 | 2 |
| https://www.scrapingbee.com/features/ai-web-scraping-api/ | AI Web Scraper API for Structured Data | scrapingbee.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/b16ca4221fbe9ebd840969fb7325d35b1941aace.png | commercial | blog_post | 1 | 1 |
| https://github.com/ScrapingBee/scrapingbee-python | ScrapingBee Python SDK - GitHub | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/5cf303ec8125fc81149604276f1259cbee126140.png | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers? | chatgpt-search | \[8\] ### What I would _not_ prioritize for this requirement Services such as ScraperAPI, ScrapingBee, and similar proxy/rendering APIs are excellent when the problem is “give me the HTML reliably.” But if the goal is specifically... |
| Which web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training? | chatgpt-search | ScrapingBee A good API-first choice when you want relatively little infrastructure. |
| 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? | chatgpt-search | \[4\] \| Broader platform has more concepts to navigate \| \| ScrapingBee / ScraperAPI \| Fast for HTML, slower for structured extraction \| Very simple URL→response APIs and JS rendering. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| perplexity | Firecrawl | Firecrawl — A good fit when you want to define the output yourself: provide a URL and a JSON schema (or prompt), and its API returns structured JSON. |
| perplexity | Diffbot | Diffbot — A fit for more automatic extraction: it classifies pages and returns structured JSON without rules or per-site configuration. |
| google-ai | Firecrawl | Firecrawl * Why ML teams prefer it: Built specifically for LLM and RAG workflows, Firecrawl takes any URL and converts it into clean Markdown or schema-enforced JSON. |
| google-ai-mode | Firecrawl | Firecrawl * Best For: Turnkey, deep site-wide crawling and robust Markdown formatting optimized directly for tokenizers and LLM context windows. |
| google-ai-mode | Crawl4AI | Crawl4AI * Best For: Teams wanting an open-source, highly performant, self-hosted option that remains free forever, with a hosted API alternative. |
| bing-copilot-search | Firecrawl | ML engineering teams most often prefer managed APIs like Context.dev, Firecrawl, and Apify when they want reliable structured JSON/Markdown output without writing custom parsers. These services handle crawling, JavaScript rendering, and schema enforc... |
| chatgpt-search | Firecrawl | ...ented \| \| \[5\] \| JSON/Markdown \| Yes, depending on product \| Unified AI/web-access workflows \| Newer ecosystem than the incumbents \| ### The two I'd investigate first Firecrawl is probably the closest match to your wording. |
| chatgpt-search | Zyte | \[6\] Zyte is particularly interesting if you're building a production data pipeline rather than primarily an LLM/RAG application. |
| perplexity | Firecrawl | Firecrawl — A broad all-in-one choice: REST endpoints for search, scraping, crawling, URL mapping, and agent-style data gathering, plus SDKs and MCP support. |
| google-ai | Crawl4AI | Crawl4AI * Interface: Open-source Python library + Cloud REST API & MCP endpoint ( `/mcp` ). * Why it fits agents: Highly popular for self-hosting or via cloud endpoints. |
| google-ai-mode | Apify | Apify * Destinations Supported: Snowflake, Amazon S3, Google Drive, and various structured databases/CRMs. |
| chatgpt-search | Firecrawl | ...wn/JSON ↓ Vector database ↓ Agent retrieval Good choices: * Firecrawl * Apify * Zyte Firecrawl specifically exposes crawl endpoints intended to... |



## Trend

Visibility delta: -2
Avg position delta: -0.06274509803921546
Citation count delta: 2