AI Visibility Scorecard
Work4Progress
work4progress.com · Technology
At 1.4/10, Work4Progress is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →0
About Work4Progress
from our crawl and measurement
Work4Progress works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.4 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Work4Progress
- Website ·
- work4progress.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
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.
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
-
Not yet measured.
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 1.4/10, Work4Progress is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
ARE YOU READY...?
There comes a time when it becomes more painful to remain the same than it is to evolve. -Jacqueline Collet The goal is not to be better than the other man, but your previous self.-Dalai Laima The highest possible stage in moral culture is when we recognize that we ought to control our thoughts.-Charles Darwin
TO ELEVATE YOUR LIFE AND WORK FOR PROGRESS?
Be a forklift; you should always be lifting other people up.-Yogi Bhajan When the student is ready the teacher will appear.-Buddha For God did not give us a spirit of fear, but of power, love, & sound mind.-2 Timothy 1:7
LET'S WORK FOR PROGRESS TOGETHER... WHAT ARE YOU WAITING FOR?
You can get so confused that you’ll start in to race down long wiggled roads at a break-necking pace and grind on for miles cross weirdish wild space, headed, I fear, toward a most useless place. The Waiting Place… …for people just waiting.
Is this your brand?
The exact fixes for Work4Progress
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/work4progress
Cite this score: Engagemii (2026). "AEO Score for Work4Progress." Retrieved from https://engagemii.com/aeo/brands/work4progress
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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