AI Visibility Scorecard
IDR Spot
idrspot.com · Technology
Borderline visible. AI bots can crawl IDR Spot, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,975,657 of 2,707,397 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
8
AI Adoption
iBasic · 8/100
About IDR Spot
from our crawl and measurement
"Workflow consultancy, workflow automation and practical AI integration for SMEs in Singapore." That is how Workflow Automation & AI Consultancy for SMEs in Singapore 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, WebSite, Service), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 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
Good
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 3.8/10, IDR Spot is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a workflow that takes too much time?
Start with a conversation. We can review the current process, identify where effort is being lost and determine whether process improvement, automation or AI can help. [email protected] Singapore · Workflow consultancy for SMEs © 2026 IDR Spot Workflow Consultancy · Automation · Practical AI
Is this your brand?
The exact fixes for IDR Spot
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 IDR Spot.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/idrspot
Cite this score: Engagemii (2026). "AEO Score for IDR Spot." Retrieved from https://engagemii.com/aeo/brands/idrspot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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