AI Visibility Scorecard
Opp Works LLC
opp-works.com · Technology
Borderline visible. AI bots can crawl Opp Works LLC, 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 6 times
Claude · Meta AI · Amazon Alexa
#1,895,362 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Opp Works LLC
from our crawl and measurement
Opp Works LLC is a business whose own site puts it this way: "Opp Works LLC develops practical software products, reusable technology platforms, and licensing and private-label opportunities." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
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
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 3.6/10, Opp Works LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a market, audience, or use case that fits?
Let’s explore licensing, private-label, reseller, or strategic partnership opportunities.Partner With Opp WorksWe build practical software products and licensing opportunities designed to create lasting value for businesses and their customers.CompanyAboutProductsLicensingPartnersInformationContactPrivacy PolicyTerms of [email protected]© Opp Works LLC.
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opp-works
Cite this score: Engagemii (2026). "AEO Score for Opp Works LLC." Retrieved from https://engagemii.com/aeo/brands/opp-works
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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