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AI VISIBILITY SCOREAS OF 2026-08-08 · ENGAGEMII INDEX
5.8/ 10

#301,625 OF 2,698,581 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

VF & Co.

VF & Co.

Unclaimed

vfcotech.com · Technology

Somewhat visible. AI bots can read VF & Co., but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 6 times

Meta AI · Apple Intelligence · Claude

#301,625 of 2,698,581 in Technology for AI visibility

6

AEO Visibility

i

Borderline · 5.8/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

12

AI Adoption

i

Basic · 12/100

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About VF & Co.

from our crawl and measurement

VF & Co. is a San Pedro Sula business whose own site puts it this way: "We build production systems our clients own outright, Go, Couchbase, Google Cloud, and agentic AI on Claude and Vertex AI. Principal-led engineering." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

10

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

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 5.8/10, VF & Co. has a working base to build on - fixable, and the signals above are where to start.

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Picked for VF & Co.: How-To

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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vfcotech

Cite this score: Engagemii (2026). "AEO Score for VF & Co.." Retrieved from https://engagemii.com/aeo/brands/vfcotech

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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