AI visibility score
5.9/ 10Fair

▲ 0.9 since Jun 2026

#42,237 of 526,842 in Professional Services

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

lemonhub

lemonhub

Unclaimed
⚠ Identity mismatch

ideopsis.com · Professional Services

Somewhat visible. AI bots can read lemonhub, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 6 times

Meta AI · Claude · Apple Intelligence

#42,237 of 526,842 in Professional Services for AI visibility

6

AEO Visibility

i

Borderline · 5.9/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About lemonhub

from our crawl and measurement

IDEOPSIS describes itself simply: "ideopsis Ltd - Environmental & Energy consulting. We provide professional services to organisations, public sector and companies to advance cleaner, greener and sustainable future." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews.

Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Professional Services
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Strong

Recognized in AI knowledge graphs.

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 5.9/10, lemonhub has a working base to build on - fixable, and the signals above are where to start.

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Picked for lemonhub: How-To

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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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