AI Visibility Scorecard
neighbor.com · E-commerce
At 3.88/10, Neighbor is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 15 times
Meta AI · Parallel · Claude · ChatGPT
Top 5% in E-commerce for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
E-commerce average 18
Top 4% of E-commerce
See what's behind this score →3.88
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
Neighbor, based in Lehi, UT, describes itself simply: "Neighbor is the nation's largest self-storage marketplace, offering everything from climate-controlled units to vehicle, boat, and RV storage." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebSite, FAQPage, Organization) and an llms.txt file for AI models, but the score is capped by what is missing: a sitemap, a heading structure that lays out what it offers.
AI crawlers have read this profile 15 times in our tracking, including Meta AI, ShapBot (Parallel) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.88/10, Neighbor is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neighbor
Cite this score: Engagemii (2026). "AEO Score for Neighbor." Retrieved from https://engagemii.com/aeo/brands/neighbor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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