AI Visibility Scorecard
Van Ness Feldman LLP
vnf.com · Media & Entertainment
Somewhat visible. AI bots can read Van Ness Feldman LLP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Apple Intelligence · Meta AI · Perplexity
#17,171 of 1,966,289 in Media & Entertainment for AI visibility
70
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Van Ness Feldman LLP
from our crawl and measurement
Van Ness Feldman LLP describes itself simply: "Power of Anticipating Trends We enable clients to look around corners and uncover opportunities." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Away from its own site, other sites link to it and it turns up in press coverage. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
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 5.4/10, Van Ness Feldman LLP has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Van Ness Feldman LLP
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vnf
Cite this score: Engagemii (2026). "AEO Score for Van Ness Feldman LLP." Retrieved from https://engagemii.com/aeo/brands/vnf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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