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AI Visibility Scorecard

mTab: AI Decision Intelligence + Survey Analysis Platform

mTab: AI Decision Intelligence + Survey Analysis Platform

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mtab.com · Technology

Somewhat visible. AI bots can read mTab: AI Decision Intelligence + Survey Analysis Platform, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 6 times

ChatGPT · Claude · Apple Intelligence · Meta AI

#256,957 of 2,655,321 in Technology for AI visibility

5.9

/10

AEO Score

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About mTab: AI Decision Intelligence + Survey Analysis Platform

from our crawl and measurement

mTab: AI Decision Intelligence + Survey Analysis Platform is a business whose own site puts it this way: "mTab connects feedback, survey research, and operational data to help enterprise teams understand what changed, why it matters, and what to do next." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

3

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 5.9/10, mTab: AI Decision Intelligence + Survey Analysis Platform has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What is mTab?

mTab is an AI-powered decision intelligence and survey analysis platform used by over 1,500 enterprise brands. It connects feedback, research, and operational data to show what changed, why it matters, and what to do next. The platform centralizes surveys, spreadsheets, documents, and reports into one unified system with AI-powered analytics.

What is mTab Halo?

mTab Halo is the core platform product that serves as a central hub for all research and insights. It includes four modules: Halo AI for prescriptive decisions and automated actions, Halo Reports for dynamic dashboards, Halo Models for data harmonization and cleaning, and Halo Marketplace for third-party research datasets.

What industries does mTab serve?

mTab serves enterprise teams across automotive (Ford, Jaguar Land Rover, Maserati), entertainment and media, consumer goods, food and beverage, energy and utilities, financial services, and market research agencies. Over 1,500 brands worldwide trust mTab for data-driven decisions.

How is mTab different from traditional BI tools?

Unlike traditional BI tools that focus on descriptive dashboards, mTab is a decision intelligence platform that goes beyond reporting to provide prescriptive recommendations and automated next-best actions. It specializes in survey and research data harmonization, automatically handles statistical testing, and uses AI to generate narratives, summaries, and actionable recommendations that integrate directly into workflows like Salesforce, Adobe, and Jira.

What is decision intelligence?

Decision intelligence is a discipline that applies AI and data science to help organizations make better decisions at scale. It goes beyond traditional business intelligence by not just showing what happened, but explaining why it happened and recommending what to do next. mTab's decision intelligence platform connects feedback, survey research, and operational data to deliver prescriptive insights and automated actions.

Can mTab analyze survey data from any source?

Yes. mTab Halo can ingest and harmonize survey data from virtually any source, including SPSS, Excel, CSV, and direct integrations with survey platforms. The Halo Models module allows teams to combine, shape, and clean datasets from multiple providers into a unified analytical standard, eliminating manual data prep.

How much does mTab cost?

mTab offers three pricing tiers: a free Startup plan for small teams getting started, a Growth plan for expanding organizations, and a custom Enterprise plan for large-scale deployments. Visit mtab.com/pricing for current pricing details or book a demo for a personalized quote.

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Picked for mTab: AI Decision Intelligence + Survey Analysis Platform: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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/mtab

Cite this score: Engagemii (2026). "AEO Score for mTab: AI Decision Intelligence + Survey Analysis Platform." Retrieved from https://engagemii.com/aeo/brands/mtab

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

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