Source: https://aiexorcist.com/company/firecrawl-dev
Last-verified: 2026-10-27
Summary: AI visibility report for firecrawl.dev: AIO 68/100.
firecrawl — AI visibility report
- Domain: firecrawl.dev
- Human profile: https://aiexorcist.com/company/firecrawl-dev
- Last audited: 2026-05-03
firecrawl.dev has gaps that make it harder for AI crawlers to read (AIO 68/100), led by Renderability & JS (6/20). AI crawlers can find a description of what the company does in the HTML your server sends.
Scores
- AIO score: 68 / 100
- Ghost Test: 0 of 1 key questions not answerable from server HTML
- Technical & crawlability: 25 / 25
- Renderability & JS: 6 / 20
- Structure & readability: 20 / 30
- Metadata & consistency: 17 / 25
Prioritized remediation
- High: Reduce JS-only content for core pages (AI crawlers may not render JS)
- Medium: Add H1 heading (missing from the server HTML on 5 of 10 sampled pages)
- Medium: Add Subheadings (missing from the server HTML on 5 of 10 sampled pages)
- Medium: Add Lists / tables (missing from the server HTML on 3 of 10 sampled pages)
- Medium: Add Schema (JSON-LD) (missing from the server HTML on 8 of 10 sampled pages)
- Medium: Add Canonical tag (missing from the server HTML on 8 of 10 sampled pages)
What's working
- Technical & crawlability: 25/25
Ghost Test (can AI crawlers answer buyer questions?)
Each question is answered twice: from what a non-JavaScript AI crawler receives, and from the page after JavaScript runs. A question is flagged as a gap when only the second can answer. A gap is a hallucination risk, not an observed hallucination.
What is this, and how does it make my life better?
- Status: OK
- Page: https://firecrawl.dev/
Answer from what the AI crawler sees:
Firecrawl is an API designed to search, scrape, and interact with the web at scale, providing clean web data to power AI agents. It enhances your life by enabling AI systems to access and utilize live web data efficiently, which can improve applications in areas like research, content generation, and competitive intelligence. By converting messy web content into structured, machine-usable data, Firecrawl helps you build better AI applications and workflows.
Answer from what visitors see:
This is Firecrawl, a tool that helps AI systems search, scrape, and interact with the web to convert messy, dynamic websites into clean, structured data that AI can use. It makes your life better by providing reliable, AI-ready data from the web, enabling applications like deep research, smarter AI chats, and lead enrichment, all while being fast and easy to integrate.
Page-by-page breakdown
| Page | Score | Text in server HTML | Issues |
|---|---|---|---|
| https://firecrawl.dev/ | 65 | 0% | content needs JavaScript, missing Schema (JSON-LD), missing Canonical tag |
| https://firecrawl.dev/pricing | 52 | 0% | content needs JavaScript, missing H1 heading, missing Schema (JSON-LD), missing Canonical tag |
| https://www.firecrawl.dev/pricing | 52 | 0% | content needs JavaScript, missing H1 heading, missing Schema (JSON-LD), missing Canonical tag |
| https://docs.firecrawl.dev/ | 75 | 0% | content needs JavaScript |
| https://docs.firecrawl.dev/introduction | 75 | 0% | content needs JavaScript |
| https://firecrawl.dev/app | 36 | 0% | missing H1 heading, missing Subheadings, missing Lists / tables, missing Schema (JSON-LD), missing Canonical tag |
| https://firecrawl.dev/privacy-policy | 55 | 0% | content needs JavaScript, missing Subheadings, missing Schema (JSON-LD), missing Canonical tag |
| https://www.firecrawl.dev/privacy-policy | 55 | 0% | content needs JavaScript, missing Subheadings, missing Schema (JSON-LD), missing Canonical tag |
| https://firecrawl.dev/blog | 43 | 0% | content needs JavaScript, missing H1 heading, missing Subheadings, missing Lists / tables, missing Schema (JSON-LD), missing Canonical tag |
| https://www.firecrawl.dev/blog | 43 | 0% | content needs JavaScript, missing H1 heading, missing Subheadings, missing Lists / tables, missing Schema (JSON-LD), missing Canonical tag |
Audit scope
- Pages sampled: 10
- How pages were found: XML sitemap and homepage links
- Coverage: complete · Certainty: high
- No crawl warnings
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