AI Visibility Scorecard
Acorn Code Lab
acorncodelab.com · Finance & Insurance
Borderline visible. AI bots can crawl Acorn Code Lab, 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 2 times
Claude · ChatGPT
#389,970 of 791,576 in Finance & Insurance for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Finance & Insurance average 12
Top 96% of Finance & Insurance
See what's behind this score →3.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Finance & Insurance average 16
See what's behind this score →0
About Acorn Code Lab
from our crawl and measurement
"Acorn Code Lab is an African software studio building enterprise systems for banks, insurers, logistics and retail operators, and the digital products it owns outright." That is how Acorn Code Lab of Nairobi, Nairobi County introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (Organization, ProfessionalService, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Acorn Code Lab
- Website ·
- acorncodelab.com
- Industry ·
- Finance & Insurance
- Location ·
- Nairobi, Nairobi County
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.8/10, Acorn Code Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have something worth building?
Sixty minutes with the engineers who would lead the work. You will leave with a position, not a proposal.Start a projectHow engagements are structuredSecurity, data residency and IPProducts we ownWebsites and smaller buildsAn African software studio building software solutions and digital products.Nairobi, KenyaStudioCapabilitiesWorkProductsWebsites and smaller buildsAboutWorking togetherEngagement modelsTrust &.
Is this your brand?
The exact fixes for Acorn Code Lab
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Acorn Code Lab.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/acorncodelab
Cite this score: Engagemii (2026). "AEO Score for Acorn Code Lab." Retrieved from https://engagemii.com/aeo/brands/acorncodelab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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