AI Visibility Scorecard
Unlock Growth LTD
builtinscotland.com · Media & Entertainment
Borderline visible. AI bots can crawl Unlock Growth LTD, 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 1 times
Claude
#860,545 of 1,966,217 in Media & Entertainment for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Media & Entertainment average 17
Top 67% of Media & Entertainment
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Media & Entertainment average 15
See what's behind this score →?
About Unlock Growth LTD
from builtinscotland.com
Podcast + content series documenting Scottish businesses through the eyes of the customers who needed them, not just the founder's highlight reel.
- Company ·
- Unlock Growth LTD
- Website ·
- builtinscotland.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 5, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4/10, Unlock Growth LTD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why this series? Why now?
Scotland has more innovative businesses than anyone is writing about.Not just the ones that raised a big round or won a government contract. The ones that found a specific group of customers with a specific problem and built something those customers couldn’t find anywhere else.
Who is Built in Scotland® for?
01. Founders who want to be featuredYou know what your customers say about your business. You’ve heard it in the thank-you emails, the referrals, the reviews that arrived without prompting.You just haven’t had a structured space to get that story properly on record.Built in Scotland™ is that space. Each episode is a guided conversation built to surface the customer narrative underneath your business.
Is this your brand?
The exact fixes for Unlock Growth LTD
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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.
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Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/builtinscotland
Cite this score: Engagemii (2026). "AEO Score for Unlock Growth LTD." Retrieved from https://engagemii.com/aeo/brands/builtinscotland
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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