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AI Visibility Scorecard

Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations

Name: Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T02:41:41.227Z
License: https://creativecommons.org/licenses/by/4.0/

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interlockcollective.com · E-commerce

Borderline visible. AI bots can crawl Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#286,487 of 525,458 in E-commerce for AI visibility

4.3

/10

AEO Score

About Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations

from interlockcollective.com

Interlock Collective is the fractional COO practice of Kristina Boss. Operating partnership for multi-unit retail and distributed businesses scaling past founder-led ops. Portland, OR.

Industry · E-commerce

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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, Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations: E-Commerce

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Interlock Collective — Fractional COO for Multi-Unit & Distributed Operations." Retrieved from https://engagemii.com/aeo/brands/interlockcollective

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