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AI Visibility Scorecard
Vault Co. by Stephanie Biegel
withvaultco.com · Professional Services
Borderline visible. AI bots can crawl Vault Co. by Stephanie Biegel, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#329,555 of 489,434 in Professional Services for AI visibility
3.9
/10
AEO Score
About Vault Co. by Stephanie Biegel
from our crawl and measurement
Vault Co. by Stephanie Biegel is a business whose own site puts it this way: "Vault Co. is a founder-led strategic consultancy for brands in motion. We provide brand positioning and growth architecture to help founders scale with clarity. Not an agency, ...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Vault Co. by Stephanie Biegel is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vault Co. by Stephanie Biegel
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Vault Co. by Stephanie Biegel.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/withvaultco
Cite this score: Engagemii (2026). "AEO Score for Vault Co. by Stephanie Biegel." Retrieved from https://engagemii.com/aeo/brands/withvaultco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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