AI Visibility Scorecard
Navigate disruption. Build new growth engines.
innosight.com · Automotive
Somewhat visible. AI bots can read Navigate disruption. Build new growth engines., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#2,267 of 365,568 in Automotive for AI visibility
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
8
AI Adoption
iBasic · 8/100
About Navigate disruption. Build new growth engines.
from our crawl and measurement
"Ned Calder discusses how past waves of tech disruption underscore why business strategy should set the agenda, not the reverse." That is how Navigate disruption. Build new growth engines. introduces itself. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (VideoObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.6/10, Navigate disruption. Build new growth engines. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Navigate disruption. Build new growth engines.
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/innosight
Cite this score: Engagemii (2026). "AEO Score for Navigate disruption. Build new growth engines.." Retrieved from https://engagemii.com/aeo/brands/innosight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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