AI Visibility Scorecard
Lumiere
brightmatcher.com · Professional Services
Borderline visible. AI bots can crawl Lumiere, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#476,839 of 528,814 in Professional Services for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Professional Services average 8
Top 41% of Professional Services
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Professional Services average 4.0
See what's behind this score →-
10
Muse Index Score
iAI agent readiness
Basic · 10/100
Professional Services average 18
See what's behind this score →12
0
About Lumiere
from our crawl and measurement
Lumiere is a business whose own site puts it this way: "Replace the spreadsheets and scattered systems your firm runs on. Lumiere unifies every consultant, rate, and requirement so the bench bills more days." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Lumiere
- Website ·
- brightmatcher.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 3.5/10, Lumiere is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Q: What is Lumiere?
A: The operating system for IT consulting firms. One live record of your consultants, rates, bench, and requirements — synced from the systems you already run — plus ATS, AI matching, team builder, and live reporting on top, allowing you to build proposed teams, draft client-ready proposals and reports, and write job descriptions.
Q: Who is Lumiere for?
A: Any firms whose product is people. For example, IT consulting firms, MSPs and Systems integrators running multi-year transformations, anywhere from 50 to 50,000+ consultants. We focus on them because thats where we came from and saw the most friction. Three shapes of firm, one operating system.
Q: How is Lumiere different from Kantata, Certinia, or other PSA platforms?
A: Traditional PSAs capture timesheets, status, and invoicing, being systems of record you spend time analyzing. Lumiere is the system of answers: a live data layer paired with AI to staff, hire and report. Your PSA records the past; Lumiere tells you what to do next.
Q: Kantata now calls itself vertical AI for professional services. How is that different from Lumiere?
A: Kantata's "vertical" means professional services broadly, agencies, engineering firms, software shops, consultancies. Lumiere's vertical is IT consulting specifically: the schema, the matching model, the bench logic, and the report types are built around how IT consulting firms actually staff, price, and deliver.
Q: How is our data protected?
A: Your data, your model, your tenancy. Bring your own LLM (Claude, ChatGPT, Gemini, or a private endpoint) inside your own cloud. Data stays where it lives. We never train on your records. Unlike platforms that train a shared model on aggregated customer data, Lumiere reads only your records — your consultants, your engagements, your rates.
Is this your brand?
The exact fixes for Lumiere
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brightmatcher
Cite this score: Engagemii (2026). "AEO Score for Lumiere." Retrieved from https://engagemii.com/aeo/brands/brightmatcher
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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