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AI Visibility Scorecard
LAKESIDE COLLABORATIVE
lakesidecollaborative.com · retail
Borderline visible. AI bots can crawl LAKESIDE COLLABORATIVE, 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
#280,365 of 626,060 in Nonprofits for AI visibility
5
/10
AEO Score
About LAKESIDE COLLABORATIVE
from our crawl and measurement
LAKESIDE COLLABORATIVE, based in New York, NY, describes itself simply: "<p>Retail Strategy firm providing consulting services for the last 15 years to high-profile specialty retailers, non-profit museums, and cultural institutions.</p>." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing 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
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
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 5/10, LAKESIDE COLLABORATIVE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LAKESIDE COLLABORATIVE
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lakesidecollaborative
Cite this score: Engagemii (2026). "AEO Score for LAKESIDE COLLABORATIVE." Retrieved from https://engagemii.com/aeo/brands/lakesidecollaborative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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