AI Visibility Scorecard
johncfish.com
johncfish.com · Food & Beverage
At 2.34/10, johncfish.com 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, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 10% in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
See what's behind this score →2.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About johncfish.com
from our crawl and measurement
"Här kommer några roliga och inspirerande idéer för att förvandla ditt kök till en lyxig oas där du kan njuta av dina kulinariska äventyr." That is how johncfish.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.34 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- johncfish.com
- Website ·
- johncfish.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 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
Weak
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
Fair
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 2.34/10, johncfish.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Varför inte plåttak?
Posted on by Takmaterial När det kommer till att välja takmaterial för ditt hus med takläggare i stockholm finns det ett brett utbud av alternativ att överväga. Ett av de populära alternativen är plåttak. Plåttak har blivit alltmer populära på senare år på grund av deras hållbarhet och moderna estetik. Men det är viktigt att komma ihåg att det inte finns en storlek som passar alla när det gäller takmaterial.
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johncfish
Cite this score: Engagemii (2026). "AEO Score for johncfish.com." Retrieved from https://engagemii.com/aeo/brands/johncfish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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