Pendium
Adaptive, Inc.
Adaptive, Inc.
Visibility0
Vibe67
Businesses/Enterprise Software/Adaptive, Inc.
Adaptive, Inc.
AI Visibility & Sentiment

Adaptive, Inc.

Adaptive, Inc. is a global enterprise software company that provides a semantic, graph-based platform for metadata management, data governance, and IT portfolio management. The company helps large, highly regulated organizations gain a unified understanding of their complex data supply chains to ensure compliance and operational transparency.

Active Monitoring
adaptive.com
AI Visibility Score
0/100

Invisible

Sentiment Score
67/100
Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
0
adjacent
0
aspirational
0
visionary
0
AI Perception

Summary

Adaptive, Inc. is currently absent from the critical decision-making conversations where enterprise software buyers evaluate metadata management and data governance tools. While the brand maintains a clear, accurate identity in basic corporate background inquiries, it has yet to secure a foothold in the high-intent research queries dominated by competitors like Collibra and Alation.

Value Proposition

Adaptive uses advanced graph-based technology to connect disparate data assets without requiring a complete infrastructure overhaul, significantly accelerating time-to-value for regulatory compliance and data governance through industry-standard models.

Overview

Adaptive, Inc. is a global enterprise software company that provides a semantic, graph-based platform for metadata management, data governance, and IT portfolio management. The company helps large, highly regulated organizations gain a unified understanding of their complex data supply chains to ensure compliance and operational transparency.

Mission

To help organizations realize that they do not need to reinvent themselves, rather, they can benefit from leveraging what they have in the most effective manner.

Products & Services
Adaptive Metadata ManagerAdaptive Bank in a BoxAdaptive Business Information ModelAdaptive IT Portfolio ManagerAdaptive Business Function Model
Agent Breakdown

AI Platforms

How often do different AI platforms reference Adaptive, Inc.?

Loading explorer...
Conversation Analysis

Key Topics

What conversations is Adaptive, Inc. included in — or excluded from?

Loading explorer...
Buyer Personas

Personas

Who does each AI platform recommend Adaptive, Inc. to, and when?

Loading explorer...
Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Metadata Management & Data Governance Selection(3 queries)

what are the best metadata management platforms for banks that need to handle complex data supply chains

0/3 platforms mentioned

Core
ChatGPTChatGPT
1.Collibra
2.Informatica Intelligent Data Management Cloud (IDMC)
3.Alation (Alation Agentic Data Intelligence Platform)
4.Atlan
5.Snowflake

+5 more

ClaudeClaude
1.Collibra
2.Alation
3.Informatica Intelligent Data Management Cloud
4.Atlan
5.Solidatus

+5 more

GeminiGemini
1.Informatica (Intelligent Data Management Cloud, CLAIRE AI)
2.Collibra (Data Intelligence Cloud)
3.IBM (watsonx.data intelligence, Knowledge Catalog)
4.Manta
5.Solidatus

+9 more

compare colibra and informatica with other graph-based metadata management tools

0/3 platforms mentioned

Core
ChatGPTChatGPT
1.Collibra
2.Informatica (Enterprise Data Catalog, IDMC, Reference 360, CLAIRE AI)
3.Databricks
4.Snowflake
5.SAP

+8 more

ClaudeClaude
1.Collibra (Collibra AI)
2.Informatica (IDMC, Axon, EDC, PowerCenter, IICS, CLAIRE)
3.dbt
4.Tableau
5.Snowflake

+13 more

GeminiGemini
1.Collibra
2.Informatica
3.Data.world
4.Stardog
5.Apache Atlas

+4 more

can you recommend some software that helps with data governance without requiring a total infrastructure overhaul

0/3 platforms mentioned

Core
ChatGPTChatGPT
1.Azure
2.Alation
3.Atlan
4.Snowflake
5.Databricks

+3 more

ClaudeClaude
1.Alation
2.DataGalaxy
3.Atlan
4.Microsoft Purview
5.Collate

+5 more

GeminiGemini
1.Snowflake
2.Databricks
3.BigQuery
4.Atlan
5.Secoda

+14 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Adaptive, Inc. to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

0Positive
3Neutral
0Negative
across 3 responses

What do you know about Adaptive, Inc.? What do they do and what's their reputation?

ChatGPTChatGPT
Neutral

No snippet captured

ClaudeClaude
Neutral

“…There are actually several companies that go by the name Adaptive, Inc. or something very similar, so here's what I can share based on my knowledge:…”

GeminiGemini
Neutral

“…Adaptive, Inc. (Metadata): A California-based company (acquired by Xalles) that handles enterprise metadata management.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Successfully established a strong brand narrative for direct company-specific queries across ChatGPT, Claude, and Gemini.

Strength

Maintained consistent positive sentiment and brand clarity in fundamental information requests.

Gap

Total absence from high-intent category research including metadata management and data governance selection.

Technical Health

Site Health for AI Visibility

How well Adaptive, Inc.'s website is optimized for AI agent discovery and comprehension.

74/100
7 passed 3 warnings 5 issues
Audited 3/20/2026
Crawlability83

Can AI bots find your pages?

Technical80

SSL, mobile, doctype basics

On-Page SEO58

Titles, descriptions, headings

Content Quality55

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability85

How well AI can parse your content

Critical Issues

!

Page returns a 525 error

Fix the underlying issue causing the error. 404s should be redirected or the link removed.

!

Page has no title tag

Add a <title> tag describing the page content (50-60 characters).

!

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

!

Page has no H1 heading

Add a single H1 tag as the main page heading.

!

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

!

Few internal links on this page

Add more internal links to related pages on your site.

!

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

!

LCP data not available

Ensure the page loads with browser rendering enabled.

!

TTI data not available

Ensure the page loads with browser rendering enabled.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan
Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Adaptive, Inc.

1Alation53 mentions
2Collibra49 mentions
3Snowflake41 mentions
4Atlan40 mentions
5dbt26 mentions
6Databricks24 mentions
7DataHub18 mentions
8SAP18 mentions
9Apache Atlas17 mentions
10Solidatus15 mentions
11Adaptive, Inc.0 mentions
Content Engineering

Recommended Actions

!

Implement a targeted content strategy for core product category queries like 'best metadata management platforms for banks'.

The data shows zero visibility in the 'Core' reach category, meaning potential customers are currently evaluating competitors exclusively.

Impact: High
!

Create technical collateral that explicitly compares Adaptive, Inc.’s offerings against graph-based data governance frameworks.

Competitors are successfully positioning themselves in these comparative searches; Adaptive, Inc. needs to enter this consideration set immediately.

Impact: High
~

Develop persona-driven case studies mapped to the specific pain points of Regulatory Compliance Specialists and Infrastructure Architects.

Building relevance with these specific roles will move the brand from invisible to a viable alternative in professional search workflows.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session
Backing

Investors

Data generated by Pendium.ai AI visibility scanning. Last scanned March 20, 2026.

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.