AI Visibility Scorecard
Bummer Bears
bummerbears.com · E-commerce
At 2.6/10, Bummer Bears is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#169,633 of 738,519 in E-commerce for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 86% of E-commerce companies
3
AEO Visibility
iNear-invisible · 2.6/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Bummer Bears
from our crawl and measurement
Bummer Bears describes itself simply: "A huggable Bummer Bear is the perfect get-well gift. Mended Heart Bear is the ideal companion for a loved-one who is recovering from open heart surgery." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 2.6/10, Bummer Bears is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bummer Bears
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bummer Bears.
Bummer Bears lists 7 products, 7 in stock, priced 10.00 to 46.00.
Show all 7 products
- Wonky Mended Heart Bear and Book (Please see Note) · 10.00 · Bear
- With All Our Hearts 2 Book · 14.99
- Autism Awareness Bear (VERY Limited Stock) · 40.00
- Bear Angel Wings · 15.00
- Cancer Cub (New to the Den!) · 46.00
- Donate A Bear · 46.00 · Bear
- Mended Heart Bear and Book · 10.00 · Bear
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bummerbears
Cite this score: Engagemii (2026). "AEO Score for Bummer Bears." Retrieved from https://engagemii.com/aeo/brands/bummerbears
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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