AI Visibility Scorecard
mrfishersays.com · Education
Borderline visible. AI bots can crawl Mr. Fisher Says..., but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#111,932 of 937,604 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Mr. Fisher Says... works in Education. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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
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.
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 4.2/10, Mr. Fisher Says... is crawlable but under-signaled - fixable, and the signals above are where to start.
When do I use Choral Translation and Pop-Up Grammar?
Choral Translation and Pop-Up Grammar can be used after working with any text as a class. Students should be very comfortable with the meaning of the text, as measured through a variety of frequent comprehension checks, though they may not necessarily know what each individual word in a text means.
How do I do it? – Logistics?
Students need access to a text. This could be projected to students in some way, written on a whiteboard, or a hard copy of a text for each learner held in hand, perhaps with the teacher projecting a hard copy on a document camera. Students will be looking at the text that the teacher is pointing to.
What do I do now that we’ve finished?
These activities together function as a formative assessment, so you may move on to extension activities after working with a text in this way.
When do I use Horizontal Conjugation?
You will want to use Horizontal Conjugation with a text that students are very familiar with, and a narrative works best. These could be stories co-created out of an OWI character, or perhaps scripted stories.
What do I do with it now that we’ve finished?
You have generated a new(ish) text with this activity, so you can do any literacy activities you like with it. That being said, it is also wise to not beat a text to death for fear of boring our students to death, so it’s also okay to move on once the activity is complete.
Is this your brand?
The exact fixes for Mr. Fisher Says...
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrfishersays
Cite this score: Engagemii (2026). "AEO Score for Mr. Fisher Says...." Retrieved from https://engagemii.com/aeo/brands/mrfishersays
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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