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AI Visibility Scorecard
Groundlight
groundlight.ai · Technology
Somewhat visible. AI bots can read Groundlight, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Apple Intelligence
#56,677 of 2,641,266 in Technology for AI visibility
6.7
/10
AEO Score
About Groundlight
from our crawl and measurement
Groundlight is a business whose own site puts it this way: "Groundlight is a computer vision platform that enables you to interpret images using simple English natural language and minimal code, providing instant results to yes or no answers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
0
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 6.7/10, Groundlight has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Groundlight?
Groundlight is a computer vision platform that enables developers to build reliable visual applications - no machine learning expertise required.
Do I need ML expertise to use Groundlight?
No. Groundlight abstracts away the complexity of computer vision. You can simply describe what you want in plain language.
How does Groundlight AI work?
Your images are first analyzed by ML models that are automatically trained on your data. If those models have high enough confidence, that's your answer. But if the models are unsure, then the images are progressively escalated to more resource-intensive analysis methods up to real-time human review. What you get is a computer vision system that starts working right away without first needing to gather and label a dataset. Initially, it will operate with high latency because people need to review the image queries, but over time, the ML systems will learn and improve so queries come back faste
What are some typical applications for Groundlight AI?
Some common applications and sectors we see often are: industrial, process control, inspections, mobile robot inspections, warehouse safety, and SOP monitoring.
Is this your brand?
The exact fixes for Groundlight
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/groundlight-ai
Cite this score: Engagemii (2026). "AEO Score for Groundlight." Retrieved from https://engagemii.com/aeo/brands/groundlight-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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