AI Visibility Scorecard
LANDFRAME
landframe.org · Technology
Borderline visible. AI bots can crawl LANDFRAME, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,075,868 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About LANDFRAME
from our crawl and measurement
"LANDFRAME is a digital platform created to support meaningful land acknowledgement statements, Indigenous-led narratives, and culturally grounded design." That is how Mapping Tool introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
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 4.9/10, LANDFRAME is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why LANDFRAME ?
Across the places we build, shape, and inhabit, there are deeper stories of caretaking, displacement, survival, and continuity. These stories are rooted in the land itself.LANDFRAME exists to bring those stories to the forefront. It responds to a long history of Indigenous erasure in planning and design, inviting us to acknowledge both past and present.
What Tools Does LANDFRAME Provide?
Visitors can learn site-specific heritage and ecological data, engage with interactive mapping tools, and access design prompts.
Is this your brand?
The exact fixes for LANDFRAME
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LANDFRAME.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/landframe-org
Cite this score: Engagemii (2026). "AEO Score for LANDFRAME." Retrieved from https://engagemii.com/aeo/brands/landframe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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