AI Visibility Scorecard
Starling Developers
developer.starlingbank.com · Technology
Borderline visible. AI bots can crawl Starling Developers, 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
#607,942 of 2,706,489 in Technology for AI visibility
24
AI Naming Predictability
iNamed occasionally · 24/100
More likely to be named than 95% of Technology companies
4
AEO Visibility
iBorderline · 4.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Starling Developers
from our crawl and measurement
Starling Developers is a business whose own site puts it this way: "Explore the Starling API - Use the in-depth documentation, sandbox environment and SDK to build exciting integrations with the bank." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 4.4/10, Starling Developers is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Starling Developers
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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.
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Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/developer-starlingbank
Cite this score: Engagemii (2026). "AEO Score for Starling Developers." Retrieved from https://engagemii.com/aeo/brands/developer-starlingbank
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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