AI Visibility Scorecard
M86global - Data and Application Solutions
m86global.com · Technology
Borderline visible. AI bots can crawl M86global - Data and Application Solutions, 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 7 times
Meta AI · Claude
#1,351,832 of 2,707,519 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
10
AI Adoption
iBasic · 10/100
About M86global - Data and Application Solutions
from our crawl and measurement
M86global, based in Austin, TX, describes itself simply: "Enterprise Data Solutions Data Strategy Data Governance Piplelines Big Data Consulting Application Development Healthcare Data Reference Data. Fintech Startup." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, M86global - Data and Application Solutions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes M86Global’s Strategic Enterprise Data Solutions unique?
Our solutions fuse over 15 years of data program management with HR analytics expertise, delivering tailored strategies across retail, manufacturing, healthcare, and wealth management.
How does M86Global ensure data quality in a multi-cloud environment?
We implement robust ETL pipelines and master data management (MDM) practices, ensuring a single source of truth across hybrid ecosystems. Our data stewards use AI-driven cleansing and profiling to squash inconsistencies, so your analytics stack—whether AWS, Azure, or GCP—runs on pristine datasets.
What industries does M86Global serve, and how do we adapt to them?
We serve retail, manufacturing, healthcare, wealth management, and more.
How does M86Global handle data governance for compliance-heavy sectors?
We craft governance models with lineage tracking and audit-ready metadata, ensuring compliance with regs like GDPR or HIPAA. Our MDM chops and HR analytics keep your data and people strategies squeaky clean—reach us at [email protected] for specifics.
What’s the ROI I can expect from partnering with M86Global?
Clients see tangible wins—like 22% growth from optimized workflows or slashed operational costs via HR analytics. We align data initiatives to your KPIs, delivering efficiency and strategic edge. Past projects show double-digit gains in under a year.
Is this your brand?
The exact fixes for M86global - Data and Application Solutions
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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/m86global
Cite this score: Engagemii (2026). "AEO Score for M86global - Data and Application Solutions." Retrieved from https://engagemii.com/aeo/brands/m86global
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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