AI Visibility Scorecard
boxofsmallthings.com · Beauty & Personal Care
At 2.29/10, box of small things is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · ChatGPT
Top 25% in Beauty & Personal Care for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Beauty & Personal Care average 9
Top 10% of Beauty & Personal Care
See what's behind this score →2.29
AEO Visibility
iNear-invisible · 2.29/10
Beauty & Personal Care average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Beauty & Personal Care average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Beauty & Personal Care average 20
See what's behind this score →0
from our crawl and measurement
box of small things describes itself simply: "Unbiased Sensory product reviews for autistic and sensory-sensitive adults. Noise Cancelling Headphones, Earplugs, shampoos rigorously tested." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.29 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 2.29/10, box of small things is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Which Noise Cancelling Headphones Suit Sensory-Sensitive Ears?
Eight headphones under test across six environments: quiet room, kitchen, open-plan office, commute, supermarket, and café. Timed eardrum pressure across ninety minutes, clamp force measured on balloon proxies at two head sizes, live misophonia triggers, and the self-noise each pair makes in a silent room.
Which Earplugs Actually Work for Sensory-Sensitive Adults?
Ten products tested across seven environments: quiet room, bus, supermarket, open-plan office, café, and home kitchen. Frequency perception, canal pressure, occlusion effect, and hygiene recorded. Ten case files published.
Which “Fragrance-Free” Shampoos Are Actually Low-Scent?
Eight products. Tested in hot water, hard water conditions. Claims verified. Scent behaviour recorded. Failure modes documented.
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/boxofsmallthings
Cite this score: Engagemii (2026). "AEO Score for box of small things." Retrieved from https://engagemii.com/aeo/brands/boxofsmallthings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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