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AI Visibility Scorecard

LFVR

LFVR

Unclaimed

indievisions.com · Food & Beverage

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

AI engines read this profile 4 times

Meta AI · Claude · Apple Intelligence

#45,925 of 1,353,883 in Food & Beverage for AI visibility

6

/10

AEO Score

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About LFVR

from our crawl and measurement

LFVR is a business whose own site puts it this way: "We design and craft small-batch, bespoke, and private label eyewear for opticals, brands, and clients all over the world. We help you design your eyewear." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a few credibility markers and partial sitemap and link coverage.

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

Industry · Food & Beverage
Last scored · Jul 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

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

8

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 6/10, LFVR has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for LFVR

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for LFVR: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for LFVR.

Source & Attribution

Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for LFVR." Retrieved from https://engagemii.com/aeo/brands/indievisions

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

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