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AI Visibility Scorecard

neoenvironments.com

neoenvironments.com

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neoenvironments.com Β· Manufacturing & Industrial

At 1.2/10, neoenvironments.com is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#232,082 of 232,898 in Manufacturing & Industrial for AI visibility

1.2

/10

AEO Score

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About neoenvironments.com

from our crawl and measurement

"An AI engineering consultancy that ships production systems, from cloud to mobile to edge. Computer vision, conversational AI, MLOps, and Kubernetes, delivered as code and IP. Zero lock-in." That is how NeoSavant.ai Production AI, engineered end-to-end introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.9 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry Β· Manufacturing & Industrial
Last scored Β· Aug 16, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 1.2/10, neoenvironments.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for neoenvironments.com: AEO & AI Search

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 August 16, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/neoenvironments

Cite this score: Engagemii (2026). "AEO Score for neoenvironments.com." Retrieved from https://engagemii.com/aeo/brands/neoenvironments

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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