AI Visibility Scorecard
Pivot Design
pivot.design · Healthcare
Somewhat visible. AI bots can read Pivot Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#138,142 of 923,499 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Pivot Design
from our crawl and measurement
Pivot Design is a business whose own site puts it this way: "A Toronto-based experience and service design studio, we combine research, strategy, and design to help organizations build digital products and services that actually work for the people." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
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 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Strong
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.
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 5.6/10, Pivot Design has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a complex challenge on your plate?
Let's talk. We've been solving them for 25 years. Get in touch Book a call [email protected] +1 416 203 1660 213 Sterling Road, Unit 107 Toronto, Ontario, Canada M6R 2B2 © 2026 Pivot Design
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The exact fixes for Pivot Design
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pivot-design
Cite this score: Engagemii (2026). "AEO Score for Pivot Design." Retrieved from https://engagemii.com/aeo/brands/pivot-design
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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