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AI Visibility Scorecard
LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon
lambry.com · Technology
At 2/10, LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon 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
#2,739,500 of 2,825,433 in Technology for AI visibility
2
/10
AEO Score
About LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon
from our crawl and measurement
LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon describes itself simply: "Lambry - The Sites, Tools, Repos and Fiddles of David Featherston." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2/10, LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lambry
Cite this score: Engagemii (2026). "AEO Score for LambryLight IconDark IconBoxes IconCoin IconList IconBlocks IconDatabase IconConnect IconBoxes IconMouse IconCircle IconBook IconCoin IconBinocularsList IconAstrix IconDice IconKey IconShare IconImage IconConnect IconMusic IconGlobe IconHash IconTable IconRestaurant IconGrid IconMoon IconCube IconOutline IconBlocks IconDatabase IconSort IconLayers IconCode IconGitHub IconRight IconClose Icon." Retrieved from https://engagemii.com/aeo/brands/lambry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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