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AI visibility score
1.63/ 10Near-invisible

▲ 0.23 since Nov 2026

Top 50% in Technology

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

KennelOS

KennelOS

Unclaimed

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

i

Rarely named · 7/100

Technology average 28

Top 80% of Technology

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1.63

AEO Visibility

i

Near-invisible · 1.63/10

Technology average 1.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About KennelOS

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.

Company ·
KennelOS
Website ·
bewbees.dev
Industry ·
Technology
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

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.

The 6 off-page signals AI reads

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.

What this score means

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.

Frequently Asked Questions

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.

Picked for KennelOS: AEO & AI Search

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.

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Source & Attribution

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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