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AI Visibility Scorecard

Scrapfly

Scrapfly

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scrapfly.io · Technology

Somewhat visible. AI bots can read Scrapfly, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

ChatGPT

#33,987 of 2,641,439 in Technology for AI visibility

6.9

/10

AEO Score

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About Scrapfly

from our crawl and measurement

Scrapfly, based in Middletown, DE, describes itself simply: "Power web scrapers and AI agents with Scrapfly's web data platform. One API key for anti-bot bypass, stealth Chromium over CDP, residential proxies, screenshots, and structured extraction." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebSite, Organization, Corporation), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

10

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

4

Forum and community discussion.

Social Mentions

7

Social discussion and mentions.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.9/10, Scrapfly has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

WHAT IS SCRAPFLY'S WEB SCRAPING API?

A web scraping API is a service that fetches any URL with anti-bot bypass, proxy rotation, and JavaScript rendering on every request, without you maintaining headless browsers or proxy stacks. Scrapfly's Web Scraping API delivers this with one HTTP call returning HTML, markdown, plain text, or structured JSON. You only pay for successful requests.

WHAT'S SCRAPFLY'S SUCCESS RATE ON PROTECTED SITES?

98% on Cloudflare, 97% on Akamai, 96% on DataDome, Imperva, and AWS WAF, 95% on PerimeterX and F5, and 94% on Kasada. Tracked daily against production traffic. See Anti-Bot Bypass for current numbers.

HOW DO YOU BYPASS ANTI-BOT PROTECTION?

Set asp=true on any request. Scrapfly detects which anti-bot system is active on the target and routes through the right engine: Curlium (byte-perfect Chrome HTTP layer for JA4 / HTTP/2 / QUIC fingerprinting) or Scrapium (stealth Chromium for JavaScript challenges, captchas, and behavioral biometrics). Both share the same Chrome identity so detection systems never see a fingerprint change mid-session. One parameter, every vendor, no per-target configuration.

WHAT KIND OF PROXIES DOES SCRAPFLY OFFER?

Two managed options. Use Scrapfly's built-in pools: datacenter (1 credit per request) or residential (25 credits per request, 190+ countries) with auto-rotation, IP cooling, and optional session stickiness. Or bring your own provider via Proxy Saver , which plugs Bright Data, Oxylabs, Webshare, SmartProxy, DataImpulse, or any SOCKS5 / HTTP proxy into the same Web Scraping API endpoint. Either way, anti-bot bypass, JA3 / JA4 fingerprint coherence, and smart retry sit on top.

DOES SCRAPFLY WORK WITH AI AGENTS AND MCP CLIENTS?

Yes. The MCP Server connects any MCP-compatible client (Claude, Cursor, Cline, Windsurf, ChatGPT, and others) to scrape, screenshot, extract, and crawl. The AI Browser Agent supports Browser Use, Stagehand, and Vibium agent loops on stealth Chromium. Native integrations also exist for LangChain, LlamaIndex, and CrewAI.

WHAT OUTPUT FORMATS DOES SCRAPFLY SUPPORT?

Multiple formats from a single API call: HTML (raw or sanitized), Markdown (with link / image stripping for LLM contexts), plain text, JSON (parsed or as the API envelope), screenshots in PNG / JPEG / WebP via the Screenshot API , structured JSON via the Extraction API using LLM prompts, CSS / XPath rules, or pre-trained models, and WARC archives for crawl jobs .

WHICH PROGRAMMING LANGUAGES DOES SCRAPFLY SUPPORT?

Five official SDKs : Python , TypeScript (Node, Deno, Bun), Go , Rust , and a Scrapy extension. The REST API works with any language via plain HTTP. The CLI handles shell pipelines and CI integration.

HOW IS SCRAPFLY DIFFERENT FROM BRIGHT DATA, ZYTE, AND OXYLABS?

Bright Data and Oxylabs are proxy-first platforms with scrapers built on top: strong on proxy infrastructure and managed datasets, heavier configuration per target. Zyte is built around Scrapy and managed services for high-protection enterprise targets. Scrapfly is single-endpoint: one API call with asp=true handles anti-bot, proxy rotation, JavaScript rendering, and structured output across every vendor with no per-target setup. You pay only for successful requests. See per-vendor comparisons on the comparison hub .

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/scrapfly-io

Cite this score: Engagemii (2026). "AEO Score for Scrapfly." Retrieved from https://engagemii.com/aeo/brands/scrapfly-io

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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