AI Visibility Scorecard
Scrapefold
scrapefold.com · Technology
Borderline visible. AI bots can crawl Scrapefold, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,222,429 of 2,705,907 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About Scrapefold
from our crawl and measurement
Scrapefold turn any URL into clean markdown describes itself simply: "One async Python interface over 30 web-scraping engines, with automatic anti-bot escalation (Cloudflare, Datadome, PerimeterX, Akamai) and LLM-ready markdown output. Open source, MIT." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found an llms.txt file for AI models and a readable heading structure. It is missing structured data describing the business and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.8/10, Scrapefold is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Scrapefold?
Every scraping vendor has trade-offs. Scrapefold lets you switch between them with one line — and escalates from free local engines to paid APIs only as far as a site forces it.
How to choose?
Or skip the decision entirely — call scrape(url) and let the router pick.
Is this your brand?
The exact fixes for Scrapefold
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Scrapefold.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scrapefold
Cite this score: Engagemii (2026). "AEO Score for Scrapefold." Retrieved from https://engagemii.com/aeo/brands/scrapefold
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform