AI Visibility Scorecard
developersondemand.com
Borderline visible. AI bots can crawl developersondemand.com, 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
19
AI Naming Predictability
iRarely named · 19/100
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About developersondemand.com
from our crawl and measurement
developersondemand.com describes itself simply: "0121 31 45 374 Home Blog 0121 31 45 374 Case Studies SafeLives Successful replatforming of a mission-critical system on a tight deadline." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.6/10, developersondemand.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to store a basket against a user in Ucommerce efficiently?
Friday, December 08 2023. Posted by: Joe Chilstone-Vause The IssueWe recently had an issue where a client informed us that their E-commerce website was timing out during the checkout flow, causing issues where payment was taken and the basket was not Read This Article
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The exact fixes for developersondemand.com
Which AI engines already crawl you
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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/developersondemand
Cite this score: Engagemii (2026). "AEO Score for developersondemand.com." Retrieved from https://engagemii.com/aeo/brands/developersondemand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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