AI Visibility Scorecard
Spiegel Ryan
ravinskyryan.com · Legal
Borderline visible. AI bots can crawl Spiegel Ryan, 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
#237,579 of 388,487 in Legal for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Spiegel Ryan
from our crawl and measurement
Avocats en fiscalité, litige, droit des affaires, droit de la famille is a business whose own site puts it this way: "Le cabinet offre des solutions pour transformer vos enjeux juridiques en opportunités d'affaires en propriété intellectuelle, droit des affaires, fiscalité, litige, droit du travail, droit." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.3/10, Spiegel Ryan is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Spiegel Ryan
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ravinskyryan
Cite this score: Engagemii (2026). "AEO Score for Spiegel Ryan." Retrieved from https://engagemii.com/aeo/brands/ravinskyryan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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