AI Visibility Scorecard
lightactions.com · Technology
Borderline visible. AI bots can crawl Light Actions — Amy Bonsall, 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 2 times
Claude
#1,300,116 of 2,705,027 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
Light Actions Amy Bonsall is a business whose own site puts it this way: "Amy Bonsall helps companies grow with AI, through hands-on builds, leadership programs, and keynotes." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is a clearly stated business identity and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, Light Actions — Amy Bonsall is crawlable but under-signaled - fixable, and the signals above are where to start.
Why "light"?
AI usually arrives as one more heavy expectation — "we should be doing something with this" — handed to already-busy people with no way in. We start the other way: one small, real build, made with your team, never for them. It frees their time. It shows them what they're capable of. And both get spent on what comes next. Heavy expectations get lighter when you start moving. Proof
If you run a privately held company, what is your AI experience so far?
I'm hosting listening sessions to learn how different companies are approaching AI… and sharing back insights with those who participate.
Is this your brand?
The exact fixes for Light Actions — Amy Bonsall
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightactions
Cite this score: Engagemii (2026). "AEO Score for Light Actions — Amy Bonsall." Retrieved from https://engagemii.com/aeo/brands/lightactions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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