AI VISIBILITY SCOREAS OF 2026-08-27 · ENGAGEMII INDEX
3.0/ 10

#235,698 OF 263,256 IN MANUFACTURING & INDUSTRIAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

DevForest — AI Development & Automation that Delivers ROI

DevForest — AI Development & Automation that Delivers ROI

Unclaimed

devforestai.com · Manufacturing & Industrial

At 3/10, DevForest — AI Development & Automation that Delivers ROI 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.

AI engines read this profile 1 times

Claude

#235,698 of 263,256 in Manufacturing & Industrial for AI visibility

3

AEO Visibility

i

Near-invisible · 3/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

2

AI Adoption

i

Basic · 2/100

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About DevForest — AI Development & Automation that Delivers ROI

from devforestai.com

Now booking pilots for Q3 2026 AI that ships, scales, and earns its keep — built for the enterprise.

Industry · Manufacturing & Industrial
Last scored · Aug 27, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

4

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 Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

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 3/10, DevForest — AI Development & Automation that Delivers ROI is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for DevForest — AI Development & Automation that Delivers ROI: 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 27, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for DevForest — AI Development & Automation that Delivers ROI." Retrieved from https://engagemii.com/aeo/brands/devforestai

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

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