8works.com redirects to oliverwyman.com. This page describes the site that domain now serves; the primary profile lives at oliverwyman.com.
AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
5.8/ 10

0.2 since Jul 2026

#47,008 OF 517,052 IN PROFESSIONAL SERVICES

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

People Led

People Led

Unclaimed

8works.com · Professional Services

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

AI engines read this profile 6 times

Meta AI · Apple Intelligence · Claude

#47,008 of 517,052 in Professional Services for AI visibility

6

AEO Visibility

i

Borderline · 5.8/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

?

AI Adoption

i

None detected · -/100

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About People Led

from our crawl and measurement

"8works is Oliver Wyman’s people-led change capability. We work with clients to design, activate and embed change and give them the confidence to deliver on goals." That is how People Led of New York City, NY introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.

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

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, 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 Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Professional Services
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

10

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.8/10, People Led has a working base to build on - fixable, and the signals above are where to start.

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Picked for People Led: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/8works

Cite this score: Engagemii (2026). "AEO Score for People Led." Retrieved from https://engagemii.com/aeo/brands/8works

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

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