▼ 1.9 since Jul 2026
#1,670,319 OF 1,961,914 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
John Last Portfolio
johnlast.com · Media & Entertainment
Borderline visible. AI bots can crawl John Last Portfolio, 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 1 times
Claude
#1,670,319 of 1,961,914 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About John Last Portfolio
from our crawl and measurement
John Last Portfolio is a business whose own site puts it this way: "John Last is an award winning actor, voiceover, writer and director. Based in London, he has acted in films and theatre and his voice is regularly heard on UK TV for the likes of Channel 4." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
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.
There is not much on the page to read either, about 58 words.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.1/10, John Last Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Last Portfolio
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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 September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnlast
Cite this score: Engagemii (2026). "AEO Score for John Last Portfolio." Retrieved from https://engagemii.com/aeo/brands/johnlast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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