AI Visibility Scorecard
Katie Keller
bugwhisperer.dev · Technology
At 2.71/10, Katie Keller is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →2.71
-
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 →0
0
About Katie Keller
from bugwhisperer.dev
Katie Keller's personal blog and site where they write about projects they are working on or random thoughts.
- Company ·
- Katie Keller
- Website ·
- bugwhisperer.dev
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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
Fair
Forum and community discussion.
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 2.71/10, Katie Keller is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What am I up to now?
Check out the Now page for a quick catch-up on the latest going ons. My Then page has an archive of all past “Now” updates, if you’re exceptionally curious.
Why is this site so plain?
It reflects my view that the web should be lighter, less complex, and more accessible than it is today. Also, I have nothing to sell you and don’t gain anything from commonly employed tricks and features used by most of today’s corporate, profit-driven websites and social media platforms.Minimal JavaScript usage. No cookies. No tracking.Welcome to the small web!
Is this your brand?
The exact fixes for Katie Keller
Which AI engines already crawl you
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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.
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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/bugwhisperer-dev
Cite this score: Engagemii (2026). "AEO Score for Katie Keller." Retrieved from https://engagemii.com/aeo/brands/bugwhisperer-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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