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

Key Takeaways

How AI platforms collectively perceive and describe Adaptive, Inc. today.

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
Current State

Visibility Landscape

A high-level view of how Adaptive, Inc. performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

0
0
0

Core Topics

Product/service category queries

0
0
0

Growth Areas

Adjacent, aspirational & visionary

0
0
0
Competitive Landscape
Alation
53 mentions
Collibra
49 mentions
Snowflake
41 mentions
Atlan
40 mentions
dbt
26 mentions
Databricks
24 mentions
Loading visibility matrix...
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Adaptive, Inc.'s AI visibility.

Key Findings

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.

Recommended Actions

1

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.

2

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.

3

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.

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

Competitive Landscape

Competitive Landscape

Brands and products that AI platforms mention 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
Backing

Investors

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

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

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