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AI Visibility Scorecard
Lateral Patterns
lateralpatterns.com · Media & Entertainment
At 2.3/10, Lateral Patterns is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,790,175 of 1,910,315 in Media & Entertainment for AI visibility
2.3
/10
AEO Score
About Lateral Patterns
from our crawl and measurement
LATERAL PATTERNS LTD describes itself simply: "At Lateral Patterns, a collective of experts and activists, we use qualitative research to study behaviours and experiences, helping decision-makers create better services for everyone." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.3/10, Lateral Patterns is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lateral Patterns
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lateralpatterns
Cite this score: Engagemii (2026). "AEO Score for Lateral Patterns." Retrieved from https://engagemii.com/aeo/brands/lateralpatterns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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