Ohalo

Visibility24

Vibe92

AI Visibility & Sentiment

Ohalo

Ohalo provides Data X-Ray, an enterprise data governance platform that helps organizations discover, classify, and secure unstructured data at petabyte scale. The platform uses AI and LLMs to transform raw unstructured data into governed, AI-ready assets while ensuring compliance and security.

Active Monitoring

ohalo.ai

Enterprise Software Startups

AI Visibility Score

24/100

Low

Sentiment Score

92/100

AI Perception

Summary

Ohalo functions as a specialized 'hidden gem' within the Google Gemini ecosystem, capturing high-authority rankings for GenAI roadmap queries while suffering from a near-total blackout in ChatGPT. This binary visibility profile reveals a brand that technical architects trust once discovered, yet one that is being systematically bypassed in the broader market evaluation phases dominated by BigID and Microsoft Purview.

Value Proposition

Transform unstructured data chaos into competitive advantage with AI-powered data governance that provides complete visibility, classification, and security at petabyte scale—enabling enterprises to safely leverage their data for GenAI applications.

Overview

Mission

To set a new standard of governance for unstructured data, enabling market leaders to harness the power of Generative AI while maintaining complete control over their most valuable and vulnerable assets.

Products & Services

Data X-Ray platformUnstructured data discovery and mappingAI-powered data classification and categorizationAutomated data security and redactionData governance and lifecycle management

Agent Breakdown

AI Platforms

How often do different AI platforms reference Ohalo?

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Conversation Analysis

Topics

What conversations is Ohalo included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Ohalo to, and when?

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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.

ChatGPT

Claude

Gemini

AI Overviews

Preparing For Enterprise AI(2 queries)

“we want to start using generative AI on our internal company docs, how do we make sure there's no sensitive info in the data first?”

0/4 platforms mentioned

ChatGPT

1.SharePoint

2.Google Drive

3.Confluence

4.Slack

5.MS Teams

+31 more

Claude

1.Microsoft Purview

2.Nightfall AI

3.Symantec Data Loss Prevention (DLP)

4.Amazon Macie

5.AWS

+7 more

Gemini

1.SharePoint

2.Google Drive

3.Microsoft Purview

4.Microsoft 365

5.Varonis

+16 more

AI Overviews

1.Safari Solutions

2.Granica Screen

3.Cyera

4.Private AI

5.Wald.ai

+7 more

“help me build a roadmap for preparing unstructured enterprise data for an LLM project, what specific tools should I use?”

1/4 platforms mentioned

ChatGPT

1.Collibra

2.Alation

3.BigID

4.Microsoft Purview

5.Azure

+68 more

Claude

1.Microsoft Purview

2.Azure

3.Collibra

4.Relativity Assist

5.Trifacta

+17 more

Gemini

1.Ohalo

2.Data Sentry

3.Microsoft Purview

4.M365

5.BigID

+15 more

AI Overviews

1.ABBYY

2.Congruity360

3.Securiti

4.Varonis

5.TrustArc

+20 more

Enterprise Data Discovery At Scale(1 query)

“how can I get a clear view of what's inside our millions of random files and PDFs across the company? specific platforms please”

0/4 platforms mentioned

ChatGPT

1.Microsoft Graph

2.SharePoint

3.OneDrive

4.Teams

5.Google Cloud Storage

+46 more

Claude

1.Microsoft Purview

2.Microsoft 365

3.SharePoint

4.OneDrive

5.Teams

+15 more

Gemini

1.Glean

2.Google Drive

3.SharePoint

4.Slack

5.Coveo

+14 more

AI Overviews

1.Congruity360

2.Glean

3.Slack

4.GoSearch

5.Hebbia

+5 more

Compliance And Automated Redaction(1 query)

“how to automate PII redaction across a huge amount of unstructured files for GDPR compliance”

0/4 platforms mentioned

ChatGPT

1.Microsoft Presidio

2.Spark NLP

3.SharePoint

4.S3

5.Azure Blob

+51 more

Claude

1.AWS Macie

2.Textract

3.Google Cloud DLP

4.BigQuery

5.Datastore

+4 more

Gemini

1.BigID

2.OneTrust DataDiscovery

3.Privacera

4.Apache Ranger

5.Databricks

+17 more

AI Overviews

1.PII Tools

2.BigID

3.Azure Blob

4.Tonic.ai

5.Private AI

+9 more

Evaluating Unstructured Data Governance Solutions(1 query)

“compare the top data discovery and classification tools like Varonis or BigID, what else should I look at for unstructured data?”

0/4 platforms mentioned

ChatGPT

1.Varonis

2.Windows

3.NAS

4.SharePoint

5.OneDrive

+44 more

Claude

1.Varonis

2.BigID

3.Collibra

4.Alation

5.Rubrik

+6 more

Gemini

1.Varonis

2.BigID

3.Cyera

4.Microsoft Purview

5.Spirion

+4 more

AI Overviews

1.Varonis

2.BigID

3.Sentra.io

4.Cyera

5.Sentra

+8 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Dominant performance within Gemini, achieving a 50% mention rate and an impressive average position of 2.5.

Strength

High authority with the Compliance-First Privacy Director persona, where the brand maintains a top-tier average position of 1.5.

Strength

Strong relevance for 'Preparing for Enterprise AI' roadmaps, frequently appearing as a top-two recommendation in Gemini results.

Gap

Total invisibility in ChatGPT (0% mention rate) for all functional enterprise queries, representing a massive loss in market share.

Gap

Failure to appear in 'Evaluating Unstructured Data Governance Solutions' queries, allowing competitors like Varonis and BigID to define the selection criteria.

Gap

Poor performance in Google AI Overviews with an average position of 12.0, placing Ohalo far below the fold for active searchers.

Opportunity

Bridge the 'Evaluation Gap' by creating comparative content that positions Ohalo against legacy incumbents like SharePoint and AWS Macie.

Opportunity

Capitalize on high sentiment scores to seed technical documentation into OpenAI-accessible datasets, targeting the Technical Data Security Architect persona.

Opportunity

Leverage existing Gemini strength to dominate 'unstructured data' keywords before competitors pivot their LLM optimization strategies.

Brand Identity

Brand Voice & Style

How AI perceives Ohalo's communication style and personality

Ohalo communicates with authoritative technical expertise while remaining accessible to business decision-makers. The brand voice balances urgency around data governance challenges with confidence in their solution's capabilities. They use precise, enterprise-grade language that demonstrates deep domain knowledge, while avoiding unnecessary jargon. The tone is professional and consultative, positioning Ohalo as a trusted partner for digital transformation rather than just a vendor.

Core Tone Traits

Authoritative & Expert

Demonstrates deep technical knowledge of data governance, AI, and enterprise security with confidence

Solution-Oriented

Focuses on transforming challenges into competitive advantages rather than dwelling on problems

Enterprise-Grade Professional

Uses precise, sophisticated language appropriate for C-suite and technical decision-makers

Urgently Reassuring

Conveys the critical importance of data governance while instilling confidence in their platform's capabilities

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Ohalo

BigID31 mentions

Microsoft Purview26 mentions

Varonis23 mentions

SharePoint15 mentions

Google Cloud DLP11 mentions

AWS Macie11 mentions

Spirion11 mentions

Private AI10 mentions

Pinecone10 mentions

Weaviate10 mentions

Ohalo8 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

granica.ai

http://granica.ai/

Referenced in 1 query

Review

PII Data Discovery Tools Comparison Guide | Granica Blog

https://granica.ai/blog/pii-data-discovery-tools-grc

Referenced in 2 queries

Review

Data Security in AI: 8 Steps for Using LLMs with Sensitive Info

https://1up.ai/blog/data-security-in-ai/

Referenced in 1 query

Review

Top 4 PII Redaction Tools: A Deep Dive Comparison - Wald.ai

https://wald.ai/blog/top-4-pii-redaction-tools-a-deep-dive-comparison

Referenced in 2 queries

Review

Azure Language PII detection - Microsoft

https://learn.microsoft.com/en-us/azure/ai-services/language-service/personally-identifiable-information/overview

Referenced in 1 query

Review

Ethical AI & data privacy best practices - TrustCloud

https://www.trustcloud.ai/ai/boost-trust-with-powerful-ethical-ai-and-data-privacy-practices/

Referenced in 1 query

Review

Ensuring Data Privacy in AI: Best Practices for Businesses

https://safari-solutions.com/ensuring-data-privacy-in-ai-best-practices-for-businesses/

Referenced in 1 query

Review

12 Best Practices for Safeguarding Data in the Age of ... - Aviso

https://www.aviso.com/blog/safeguarding-data-in-the-age-of-gen-ai

Referenced in 1 query

Review

Securing generative AI: data, compliance, and privacy ... - AWS

https://aws.amazon.com/blogs/security/securing-generative-ai-data-compliance-and-privacy-considerations/

Referenced in 1 query

Partner

5 Data Privacy Best Practices for AI Users - Net Friends

https://www.netfriends.com/blog-posts/5-data-privacy-best-practices-for-ai-users

Referenced in 1 query

Review

Handling PII data in LangChain

https://blog.langchain.com/handling-pii-data-in-langchain/

Referenced in 1 query

Review

AI-Powered Sensitive Data Identification - Lighthouse

https://www.lighthouseglobal.com/ai-document-review-sensitive-data

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Ohalo's resources to help users.

Dominate ChatGPT Visibility Through Strategic Content Blitz

Address Ohalo's critical 0% mention rate in ChatGPT by creating a concentrated content campaign across high-authority platforms that LLMs prioritize during training and retrieval. This sprint will flood AI-crawlable sources with Ohalo-branded thought leadership on data governance, ensuring enterprise buyers encounter our brand during initial AI-assisted research phases.

The Hidden Cost of Unstructured Data: Why 80% of Enterprise Data Remains Ungoverned

How Chief Data Officers Are Preparing Their Data Estates for the GenAI Revolution

5 Critical Questions to Ask Before Your Next Enterprise Data Governance Investment

From Data Chaos to AI-Ready: A Framework for Petabyte-Scale Data Classification

Why Traditional Data Discovery Tools Fail at Unstructured Data Governance

Launch Competitive Comparison Content Against BigID and Varonis

Directly counter competitors' 20+ mention advantage in LLM comparison queries by publishing authoritative technical comparisons that give AI assistants explicit reasons to include Ohalo in 'top tools' recommendations. Create detailed, factual comparison content optimized for AI discovery that highlights Data X-Ray's unique capabilities at petabyte scale.

Ohalo vs. BigID: Which Data Governance Platform Handles Unstructured Data Better?

Technical Deep Dive: Comparing AI-Powered Classification Across Leading Data Governance Tools

Enterprise Buyer's Guide: Evaluating Data X-Ray Against Legacy Data Discovery Solutions

Why Petabyte-Scale Organizations Are Switching From Varonis to Modern Data Governance

Feature Comparison: How Data X-Ray Outperforms Traditional Data Governance Platforms

Optimize Technical Documentation for PII Redaction Leadership

Move Ohalo from position 12 to top 3 in AI Overviews for PII redaction queries by enhancing technical documentation with structured, AI-parseable content. Focus on creating comprehensive, authoritative resources that demonstrate Ohalo's automated compliance capabilities and establish domain authority for high-intent search traffic.

The Complete Guide to Automated PII Redaction at Enterprise Scale

How AI-Powered PII Detection Reduces Compliance Risk by 90%

Best Practices for Implementing Automated PII Redaction in Unstructured Data

PII Redaction Benchmarks: Processing Speed and Accuracy Across Enterprise Datasets

Compliance Automation: Meeting GDPR and CCPA Requirements Through Intelligent Redaction

Establish Authority With GenAI-Strategic CDO Decision Makers

Capitalize on the existing 33% mention rate with GenAI-Strategic CDO personas by creating targeted content that positions Ohalo as the definitive partner for enterprise AI data strategy. Develop executive-level thought leadership that speaks directly to CDO priorities around AI readiness, data quality, and competitive advantage.

What Every CDO Must Know Before Launching Enterprise GenAI Initiatives

The CDO's Playbook: Transforming Unstructured Data Into AI-Ready Assets

Strategic Data Governance: How Forward-Thinking CDOs Are Winning the AI Race

Board-Ready Metrics: Measuring ROI on Enterprise Data Governance Investments

From Data Steward to AI Strategist: The Evolving Role of the Chief Data Officer

Content Engineering

Recommended Actions

Execute a ChatGPT-focused visibility sprint.

With a 0% mention rate in the world's most-used LLM, Ohalo is currently non-existent to a majority of enterprise buyers during their initial research phase.

Impact: High

Develop and publish 'Ohalo vs. BigID/Varonis' technical comparisons.

Competitors have 20+ mentions each in comparison queries; Ohalo must provide the logic for LLMs to include them in the 'top tools' set.

Impact: High

Optimize technical documentation for AI Overviews specifically for PII redaction queries.

Ohalo is mentioned for PII redaction but at position 12; moving into the top 3 will capture high-intent traffic for automated compliance solutions.

Impact: Medium

Deepen alignment with the GenAI-Strategic CDO persona.

This persona already shows a 33% mention rate; doubling down here secures Ohalo as the preferred choice for high-level enterprise AI strategy.

Impact: Medium

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