AI visibility score
5.2/ 10Fair

#196,518 of 2,704,440 in Technology

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

TopQuadrant

TopQuadrant

Unclaimed

topquadrant.com · Technology

Somewhat visible. AI bots can read TopQuadrant, but it is missing signals that would get it named ahead of competitors.

AI engines read this profile 13 times

Meta AI · Claude · ChatGPT · Apple Intelligence

#196,518 of 2,704,440 in Technology for AI visibility

43

AI Naming Predictability

i

Rarely named · 43/100

Technology average 28

Top 3% of Technology

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5

AEO Visibility

i

Borderline · 5.2/10

Technology average 4.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About TopQuadrant

from our crawl and measurement

"AI data governance platform that utilizes knowledge graphs to power safe enterprise-wide AI." That is how TopQuadrant of Raleigh, NC introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.

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

Company ·
TopQuadrant
Website ·
topquadrant.com
Industry ·
Technology
Location ·
Raleigh, North Carolina
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 2, 2026

The 6 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

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

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

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 5.2/10, TopQuadrant has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What is a Knowledge Graph?

A knowledge graph brings together facts, terms, and context in one flexible structure so teams can discover, understand, and use what their organization knows. This structure makes it easier to connect data across systems and uncover hidden relationships.

How does TQ Data Foundation help make our data AI-ready?

TQ Data Foundation prepares your data for AI by connecting structured and unstructured information, standardizing terms with taxonomies and glossaries, and enriching data with semantic models. It ensures that your data is consistently organized, governed, and trusted to drive AI initiatives and business analytics.

What types of data can TopQuadrant connect and govern?

TopQuadrant connects and governs structured data, unstructured content such as documents and notes, business glossaries, taxonomies, ontologies, metadata, and policies. It brings all critical data assets into a unified and governed knowledge graph to support enterprise innovation.

How does TopQuadrant support data governance and compliance?

TopQuadrant supports governance and compliance by creating clear policies that define how data is used, processed, and accessed. It enforces these policies across structured and unstructured information, improves data quality, ensures standards are followed, and provides full traceability for regulatory reporting

Who typically uses TQ Data Foundation inside an organization?

TQ Data Foundation is used by data stewards, data governance teams, information architects, taxonomy managers, compliance officers, knowledge managers, and business analysts. These users manage, standardize, and govern enterprise data to support business innovation and AI readiness.

How quickly can we get started with TopQuadrant?

Organizations can get started with TopQuadrant quickly. The platform is built on open standards and flexible models, allowing teams to begin connecting, governing, and using their data in a matter of weeks.

Can TopQuadrant integrate with our existing data infrastructure?

Yes. TopQuadrant integrates with existing data infrastructure by connecting to databases, content management systems, cloud platforms, spreadsheets, and APIs. It unifies diverse data sources into a single governed environment without requiring major system changes.

What makes TopQuadrant different from other data management platforms?

Built Entirely on Knowledge Graphs: Unlock deeper insights and relationships in your data. Open Source & Standards-Based: Avoid vendor lock-in with interoperable, future-proof architecture. Flexible & Extensible: Adapt quickly to business changes—no more breaking your model to evolve.

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Picked for TopQuadrant: How-To

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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for TopQuadrant." Retrieved from https://engagemii.com/aeo/brands/topquadrant

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

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