AI visibility report
Octoparse ranks #10 in Web Data Infrastructure for AI AI search.
Outside the top three on 24 of the 25 prompts buyers actually ask.
Firecrawl is cited on 19 of those losses.
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Track Octoparse across these prompts daily.
Start free trial#10 among 12 vendors · still absent from 94.7% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Grok
Perplexity
Google AI Mode
Gemini Search
ChatGPT
Bing CopilotHow to read this. Octoparse appears in 5.3% of tracked prompt responses and ranks #10 among 12 vendors. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Octoparse is losing
Prompts where competitors are visible and Octoparse is not.
These prompt-level losses are the first prompts to track and repair.
Where Octoparse is winning
No clear strengths identified yet.
Where Octoparse is losing5
What's the easiest web scraping API to get running in under an hour for a solo dev building an LLM data pipeline?
Competitors on 5 platforms
Track this promptWhat web crawling platforms handle anti-bot detection well enough to reliably extract product data from major e-commerce sites at scale?
Competitors on 5 platforms
Track this promptWhich web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training?
Competitors on 4 platforms
Track this promptLooking for a web extraction platform that converts full websites into structured markdown for a retrieval-augmented generation system — what are my options?
Competitors on 4 platforms
Track this promptWhich web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines?
Competitors on 4 platforms
Track this prompt
Track Octoparse daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Octoparse, developed by Octopus Data Inc. (Walnut, California), is a no-code visual web scraping platform enabling users to extract structured data from websites without writing code. Founded in 2016, the product serves over 3 million users worldwide across e-commerce, lead generation, academic research, news monitoring, and social media intelligence. Its core offering combines a point-and-click workflow builder with AI-powered auto-detection that identifies page elements and configures extraction tasks automatically. A library of 469+ pre-built templates covers popular sites including Amazon, Google Maps, LinkedIn, eBay, and Yelp. Cloud-based extraction enables 24/7 scheduled scraping with IP rotation and CAPTCHA-solving capabilities. Data exports to Excel, CSV, JSON, relational databases, and Google Sheets, with API access and a recently launched MCP integration for AI-agent workflows on paid tiers.
Octoparse is a no-code, AI-assisted web scraping platform (desktop + cloud) that turns any website into structured, exportable data through a visual point-and-click interface. It handles dynamic sites, login-gated pages, pagination, and infinite scroll, and ships with 469+ pre-built templates and a growing MCP integration for AI agent workflows.
Key Facts
- Founded
- 2016
- HQ
- Walnut, California, USA
- Founders
- Keven Liu, Jerry Huang
- Employees
- 51-200
- Funding
- Undisclosed
- Customers
- ~3M users
- Status
- Private
Target users
Key Capabilities10
- No-code visual point-and-click workflow builder
- AI-powered auto-detection of page structure and data fields
- 469+ pre-built scraper templates for popular websites
- 24/7 cloud extraction with task scheduling and monitoring
- IP rotation and residential proxy support for anti-blocking
- Automatic CAPTCHA solving (credit-based add-on)
- Dynamic site support: JavaScript, AJAX, infinite scroll, iframes, logins
- Multi-format export: Excel, CSV, JSON, HTML, XML, and direct database connections
- MCP (Model Context Protocol) integration for AI agent workflows
- Pay-per-result premium templates for complex or anti-bot-protected sites
Key Use Cases8
- E-commerce price monitoring and competitive intelligence
- B2B lead generation and sales prospect list building
- Academic and market research data collection
- News and media monitoring / content aggregation
- Social media data extraction and sentiment analysis
- Real estate and automotive inventory tracking
- AI and ML training dataset collection
- Grocery and food market price tracking across regions
Octoparse customer outcomes
75% reduction in content workflow time; article-to-client turnaround cut from 9 hours to 4.5 hours (50% reduction)
Dealogic, a UK-based financial data analytics firm, used Octoparse to automate content aggregation from financial news platforms, reducing the editorial content workflow time and the headcount required for data sourcing from three staff to one.
2.3 million products aggregated daily across 20 grocery chains and 342 ZIP codes
Purdue's CFDAS used Octoparse to scrape grocery pricing data daily from 20 online grocery chains across 342 ZIP codes, feeding a real-time public dashboard used by agribusinesses, policymakers, and farmers.
Recent Trend
How AI describes Octoparse2
Octoparse : A strong option for teams needing a no-code, visual approach to turn dynamic websites into structured formats (CSV, Excel, JSON).
I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting?
Octoparse : A user-friendly tool effective for no-code or low-code scraping needs, though it may have limitations compared to API-first approaches.
What do developers say about the day-to-day workflow for managing large-scale crawl jobs across different web extraction platforms?
Most cited sources8
- O5
How To Scrape Data By...
octoparse.com·Blog Post
- O4
15 Most Popular Websites for Web Scraping (2026 Update)
octoparse.com·Blog Post
- O4
5 Best AI Web Scrapers Tested in 2026 (No-Code & Hands-Free) | Octoparse
octoparse.com·Blog Post
- O3
Web Scraping Tool & Free Web Crawlers | Octoparse
octoparse.com·Blog Post
- O2
Best Free Web Scraping Tools...
octoparse.com·Blog Post
- O1
10 Best Web Scraping Services for Business 2026 | Octoparse
octoparse.com·Blog Post
Alternatives in Web Data Infrastructure for AI6
Octoparse positions itself as the leading no-code web scraping platform for non-technical users, differentiating on a 469+ pre-built template library, AI-powered auto-detection, and a visual point-and-click workflow builder that requires zero coding.
- It occupies a middle tier between simple browser-extension scrapers and developer-first infrastructure platforms like Apify, Bright Data, and Zyte.
- Its primary moat is accessibility and speed-to-first-data for business users (e-commerce, marketing, research) rather than raw scale or proxy infrastructure depth.
- The MCP integration signals a strategic push toward AI-agent and LLM data pipeline use cases.
Reviews
Praised
- Intuitive point-and-click interface requires no coding
- Large pre-built template library saves setup time
- AI auto-detection speeds up scraper configuration
- Cloud extraction runs 24/7 without leaving computer on
- Responsive and helpful customer support team
- Easy Google Sheets and Excel export
- Handles JavaScript, AJAX, scrolling, and iframes well
- Good value for non-technical users at SMB scale
Criticized
- Fails on Cloudflare-protected and modern anti-bot sites
- XPath selectors break silently when site layouts change
- Auto-detect inaccurate on JavaScript-heavy or dynamic pages
- Pagination and infinite scroll loops stop unexpectedly
- Billing and cancellation disputes; difficult refund process
- Steep learning curve for advanced workflows despite no-code promise
- Add-on costs (proxies, CAPTCHA credits) inflate total bill significantly
- Support response delays for US-based users due to timezone gap
Octoparse receives strong scores on managed review platforms (G2: 4.8/5; Capterra: 4.7/5) primarily praising ease of use, template library, and responsive support. However, Trustpilot's less curated score of 3.9/5 reflects a meaningful subset of users reporting billing/cancellation disputes, Cloudflare blocking failures, and auto-detection misses. Multiple sources note that a significant share of Capterra and G2 reviews were vendor-solicited or incentivized, warranting calibrated interpretation. TrustRadius (7.0/10) echoes the learning-curve concern on advanced features.
Pricing
Free plan available: 10 tasks, local extraction only, 2 concurrent runs, 50,000 rows exported per month (10,000 per export), no cloud scheduling. Paid plans start from $69/month (billed annually) per the official pricing page, with a 16% annual discount. Based on third-party analysis, Standard plan is approximately $100–119/month and Professional approximately $151–199/month on various billing cycles; Enterprise is custom. Key add-ons: residential proxies at $3/GB, CAPTCHA solving at $0.80–$1.50 per thousand (failed attempts still consume credits), pay-per-result premium templates at $0.001–$3 per thousand results, custom crawler setup from $399 (one-time), and full data service from $599 (one-time). Startup (30% off for one year) and university/education discounts are available via application. 5-day money-back guarantee on all plans.
Limitations
- Octoparse struggles with Cloudflare and modern anti-bot protections; independent analysis reports sub-60% success rates on heavily protected sites.
- XPath/CSS selector-based workflows break silently when target site layouts change, requiring manual rebuilding.
- AI auto-detection achieves consistent results on roughly 43% of websites tested and has lower accuracy on JavaScript-heavy or dynamic content.
- Pagination and infinite scroll failures are among the most commonly documented bugs.
- The free tier is local-only with no cloud extraction, scheduling, or templates.
- Add-on costs (residential proxies at $3/GB, CAPTCHA credits at $0.80–$1.50 per thousand with charges on failed attempts) can significantly inflate monthly spend beyond the base plan price.
- The 5-day refund window and billing/cancellation disputes are recurring complaints on Trustpilot.
- Support response times can lag for U.S.-based users given the Shenzhen/Walnut team timezone split.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Perplexity | Gemini Search | Google AI Mode | ChatGPT | Bing Copilot | Grok |
|---|---|---|---|---|---|---|
Capability1/5 cited (20%) | ||||||
Which web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training? | ||||||
Which proxy network services support session-based scraping with geotargeting at the city level for market intelligence use cases? | ||||||
I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting? | ||||||
Looking for a web extraction platform that converts full websites into structured markdown for a retrieval-augmented generation system — what are my options? | ||||||
What web crawling platforms handle anti-bot detection well enough to reliably extract product data from major e-commerce sites at scale? | ||||||
Developer Experience1/5 cited (20%) | ||||||
What do developers say about the day-to-day workflow for managing large-scale crawl jobs across different web extraction platforms? | ||||||
I'm a tech lead evaluating proxy and scraping platforms — which ones have SDKs and client libraries that don't feel like an afterthought? | ||||||
Which platforms for converting web content to LLM-ready formats have the clearest docs and the best debugging tools? | ||||||
What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers? | ||||||
Which web scraping APIs have the best developer experience for a Python-first team building data pipelines for AI applications? | ||||||
Integrations & Ecosystem0/5 cited (0%) | ||||||
What web data extraction APIs have prebuilt connectors or plugins for common data warehouse and data lake destinations? | ||||||
What web data infrastructure platforms work best alongside open-source LLM orchestration tools for building self-updating knowledge bases? | ||||||
Which proxy or web scraping services offer webhook support and event-driven data delivery for real-time AI data ingestion workflows? | ||||||
Which web scraping platforms integrate natively with vector databases and LLM orchestration frameworks for AI agent pipelines? | ||||||
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? | ||||||
Performance & Reliability4/5 cited (80%) | ||||||
I'm running a high-volume crawl pipeline for LLM fine-tuning data — which web data platforms scale to 10M+ pages per month reliably? | ||||||
Which enterprise proxy network providers can handle millions of requests per day without significant rate-limit failures or IP bans? | ||||||
What web extraction services do teams use when they need consistent structured output quality across dynamic and static pages at production scale? | ||||||
Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines? | ||||||
What are the fastest web content extraction APIs for real-time RAG use cases where latency under 2 seconds matters? | ||||||
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? | ||||||
What's the easiest web scraping API to get running in under an hour for a solo dev building an LLM data pipeline? | ||||||
What are the best web crawling APIs for a small team that wants clean markdown output for LLM ingestion with minimal configuration? | ||||||
Which proxy network providers make it easiest to get rotating residential IPs set up without a lengthy sales process? | ||||||
I'm building a RAG pipeline and need to pull content from hundreds of URLs — which web extraction services have the fastest onboarding? | ||||||
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Firecrawl | 43.3% | 30.7% | 6.0% | 33.3% | 42.7% | #22.1 | +0.48 |
| 2 | Bright Data | 35.3% | 18.8% | 5.3% | 30.0% | 32.0% | #24.3 | +0.44 |
| 3 | Apify | 24.7% | 14.7% | 6.0% | 12.7% | 23.3% | #38.1 | +0.40 |
| 4 | Scrapfly | 17.3% | 4.7% | 0.7% | 14.7% | 16.0% | #15.7 | +0.45 |
| 5 | Oxylabs | 16.7% | 6.5% | 2.0% | 13.3% | 16.0% | #31.1 | +0.37 |
| 6 | ScrapingBee | 16.7% | 8.0% | 2.0% | 12.7% | 15.3% | #37.8 | +0.41 |
| 7 | Zyte | 14.7% | 7.7% | 3.3% | 10.7% | 14.0% | #39.6 | +0.48 |
| 8 | Crawl4AI | 7.3% | 2.4% | 5.3% | 0.0% | 7.3% | #21.6 | +0.67 |
| 9 | Jina AI | 6.0% | 3.4% | 0.7% | 0.7% | 6.0% | #49.8 | +0.27 |
| 10 | Octoparse | 5.3% | 1.6% | 0.0% | 5.3% | 4.0% | #17.2 | +0.27 |
| 11 | Diffbot | 1.3% | 1.4% | 0.0% | 0.7% | 1.3% | #28.4 | +0.25 |
| 12 | Crawlee | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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