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AI visibility score
2.53/ 10Near-invisible

▲ 0.03 since Nov 2026

Top 50% in Professional Services

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

LMA-Consulting Group, a supply chain consulting firm

LMA-Consulting Group, a supply chain consulting firm

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siopai.com · Professional Services

At 2.53/10, LMA-Consulting Group, a supply chain consulting firm is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.

AI engines read this profile 7 times

Meta AI · Claude · Apple Intelligence · Parallel

Top 50% in Professional Services for AI visibility

3

AI Naming Predictability

i

Rarely named · 3/100

Professional Services average 8

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2.53

AEO Visibility

i

Near-invisible · 2.53/10

Professional Services average 2.3

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.

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30

Muse Index Score

i

AI agent readiness

Agent-ready · 30/100

Professional Services average 18

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2

AI Adoption

i

Basic · 2/100

Professional Services average 1

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About LMA-Consulting Group, a supply chain consulting firm

from our crawl and measurement

LMA-Consulting Group, a supply chain consulting firm, based in Claremont, CA, describes itself simply: "Here are the top SIOP strategies for CEOs. Implement effective planning techniques to drive success. Read the article at LMA Consulting." When AI engines look at it, they find little to work with. It scores 2.53 out of 10.

Under the hood there is structured data on the page (Article, WebPage, ImageObject) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.

Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.

Company ·
LMA-Consulting Group, a supply chain consulting firm
Website ·
siopai.com
Industry ·
Professional Services
Location ·
Claremont, CA
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 2.53/10, LMA-Consulting Group, a supply chain consulting firm is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

What is a SIOP Process?

Typically, a SIOP process looks out 12-24 months, allowing for both strategic and tactical decisions to be made. At its core, SIOP will result in a sales plan, an operations plan (manufacturing, purchasing, distribution, logistics, staffing), an inventory plan, and related financial plans (capital, cash, P&L) to support business plans. In essence, it aligns and balances demand with supply.

What do I need to implement a SIOP process? (CEO must read)?

You likely already have everything you need to begin the SIOP journey. We recommend you don’t wait for the perfect team, timing, software or tools to begin. In every client situation (whether starting with no base in place or if progress is already well underway), we have found quick wins and accelerated momentum and results with SIOP.

How long will it take to implement SIOP?

It depends. The answer will be dependent on the following: Your SIOP resources and plans to address the key items needed. The size, complexity and scope of your organization, network (plants, distribution, suppliers, etc.), products, customers, processes, systems, data, etc. The degree to which you want to rollout and sustain SIOP success.

Who can help us implement SIOP?

There are a few different ways to obtain help in implementing SIOP: Internal Expert – Several clients have identified a SIOP leader internally to lead the process. This alternative typically requires a full-time position when assessing, designing, piloting, and rolling out SIOP. Thus, we find this solution more frequently in mid-to-large organizations with multiple plants and complex processes.

Picked for LMA-Consulting Group, a supply chain consulting firm: 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 November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for LMA-Consulting Group, a supply chain consulting firm." Retrieved from https://engagemii.com/aeo/brands/siopai

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

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