#74,648 OF 207,516 IN BEAUTY & PERSONAL CARE
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AI Visibility Scorecard
boxofsmallthings.com · Beauty & Personal Care
Borderline visible. AI bots can crawl box of small things, 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.
AI engines read this profile 2 times
Claude · ChatGPT
#74,648 of 207,516 in Beauty & Personal Care for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Box of Small Things: Product Reviews for Autistic People 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 4.0 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
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, box of small things is crawlable but under-signaled - 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.
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The exact fixes for box of small things
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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.
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Scored by Engagemii on August 7, 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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