AI Visibility Scorecard
bewbees.dev · Technology
At 1.63/10, KennelOS 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, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →1.63
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
KennelOS is a business whose own site puts it this way: "Breeder management software for Australian dog breeders, built around the full litter lifecycle from mating to puppy handover." When AI engines look at it, they find little to work with. It scores 1.63 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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 1.63/10, KennelOS is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What does KennelOS keep track of?
It holds the working records of a breeding program: the animals, the litters they come from, the people who take them home, and the money and obligations attached to both. Everything below ships today.DogsMicrochip and ANKC numbers, sire and dam, colour, status and photos.
How does the compliance checklist work?
It is a checklist that keeps track of practical tasks and records, tied to the litters and puppies they belong to. Each item links to the official source it came from and shows the date we last reviewed that source. Tasks tick themselves off when the underlying record exists, so the list reflects your actual data rather than your memory.Coverage is deepest in Victoria.
What happens after the puppy goes home?
The record stays. Two years on, when an owner rings about a hip score or a littermate, or comes back for a second dog, the history is still there and still attached to the right animal. Most software treats handover as the end of the file. For a breeder it is the start of a much longer relationship.
What is not built yet?
Storing DNA and disease panel certificates against a dog. The health record holds the result today, but the document store does not exist yet.A buyer portal. Buyers do not log in, and nothing is shared with them automatically.Coat colour prediction, and we have decided against building 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.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bewbees-dev
Cite this score: Engagemii (2026). "AEO Score for KennelOS." Retrieved from https://engagemii.com/aeo/brands/bewbees-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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