AI Visibility Scorecard
Macadamia
trymacadamia.com · Technology
Borderline visible. AI bots can crawl Macadamia, 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 7 times
Claude · Amazon Alexa · Meta AI · ShapBot
#1,351,766 of 2,707,329 in Technology for AI visibility
40
AI Naming Predictability
iSometimes named · 40/100
5
AEO Visibility
iBorderline · 4.7/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
13
AI Adoption
iBasic · 13/100
About Macadamia
from our crawl and measurement
Macadamia describes itself simply: "AI Agents for Industrial Engineering Automation. Automate your engineering and back-office processes with expert AI agents." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.7/10, Macadamia is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Macadamia
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 Macadamia.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/trymacadamia
Cite this score: Engagemii (2026). "AEO Score for Macadamia." Retrieved from https://engagemii.com/aeo/brands/trymacadamia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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