⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥
www.firecrawl.dev · Technology
Somewhat visible. AI bots can read Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#406,849 of 2,623,115 in Technology for AI visibility
5.6
/10
AEO Score
About Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥
from our crawl and measurement
Firecrawl is a business whose own site puts it this way: "Firecrawl is the context API to search, scrape, and interact with the web at scale. Turn any source into clean Markdown or structured data your agents can ship with." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
0
No inbound links found yet.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
6
Forum and community discussion.
0
No Reddit mentions 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 5.6/10, Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-firecrawl-dev
Cite this score: Engagemii (2026). "AEO Score for Firecrawl - The context API to search, scrape, and interact with the web at scale. 🔥." Retrieved from https://engagemii.com/aeo/brands/www-firecrawl-dev
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