AI Visibility Scorecard
DEVWRK
devwrk.io · Professional Services
Borderline visible. AI bots can crawl DEVWRK, 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
#358,653 of 526,862 in Professional Services for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About DEVWRK
from our crawl and measurement
DEVWRK is a business whose own site puts it this way: "DEVWRK's free referral service will connect you with their established network of talented 3D outsourcing vendors to tackle your 3D art outsourcing needs." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.1/10, DEVWRK is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
HOW DOES OUR REFERAL SERVICE WORK?
contactconnectionsourcingIt's a very simple process, of contacting us and letting us know some key points in what you're looking to get support in. Type of work, ie. props, VR, level construction, characters, animation ... And anything else notable, like style, deadlines, scale.sourcingconnectionsourcingDEVWRK services take that information and contact potential vendors in our network on availability.
Is this your brand?
The exact fixes for DEVWRK
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 DEVWRK.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devwrk-io
Cite this score: Engagemii (2026). "AEO Score for DEVWRK." Retrieved from https://engagemii.com/aeo/brands/devwrk-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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