AI Visibility Scorecard
Shift Improvement Consulting
shift-results.com · Education
Somewhat visible. AI bots can read Shift Improvement Consulting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#113,286 of 937,393 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Shift Improvement Consulting
from our crawl and measurement
"Shift uses improvement science to accelerate and amplify equitable change across many contexts." That is how Shift Improvement Consulting of Seattle, WA introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The business dates to 2016.
The 6 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
What this score means
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 5.8/10, Shift Improvement Consulting has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
We’re ready to learn more, are you?
Every improvement initiative begins with a conversation. Please reach out with your questions, we’d love to help you take the next step in realizing your vision.
What matters to you right now?
We see opportunity all around us to use (and teach) the skills we’ve learned to help accelerate improvement in many areas of our shared communities.
We’re ready to learn more,are you?
Every improvement initiative begins with a conversation about current-state, approaches, timelines, budgets and more. Please reach out with your questions, we’d love to help you take the next step in realizing your vision. [email protected] Industry / field of work*: Education Healthcare Social Services Environmental Other Submit Form Submitted Your message was successfully submitted.
Is this your brand?
The exact fixes for Shift Improvement Consulting
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shift-results
Cite this score: Engagemii (2026). "AEO Score for Shift Improvement Consulting." Retrieved from https://engagemii.com/aeo/brands/shift-results
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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