What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Ohalo

Visibility24

Vibe92

Businesses/Enterprise Software/Ohalo

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

Score by Priority

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Ohalo today.

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.

Working in your favor

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

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

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

Gaps to close

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

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

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

Opportunities

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

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

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

Highest-Impact 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.

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.

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.

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

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	88	70	97	94
“What do you know about Ohalo? What do they do and what's their reputation?”	#4	Yes	#1	#2
Core4q Product/service category queries	0	42	75	18
“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?”	No	No	#1	No
“how can I get a clear view of what's inside our millions of random files and PDFs across the company? specific platforms please”	No	#2	No	No
“how to automate PII redaction across a huge amount of unstructured files for GDPR compliance”	No	No	#2	No
“compare the top data discovery and classification tools like Varonis or BigID, what else should I look at for unstructured data?”	No	No	#5	#12
Growth Areas1q Adjacent, aspirational & visionary	0	0	97	0
“help me build a roadmap for preparing unstructured enterprise data for an LLM project, what specific tools should I use?”	No	No	#1	No

“What do you know about Ohalo? What do they do and what's their reputation?”

Yes

“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?”

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

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

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

#12

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

Competitive Landscape

BigID

31 mentions

Microsoft Purview

26 mentions

Varonis

23 mentions

SharePoint

15 mentions

Google Cloud DLP

11 mentions

AWS Macie

11 mentions

Spirion

11 mentions

Private AI

10 mentions

Pinecone

10 mentions

Weaviate

10 mentions

Ohalo

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Core

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

Adjacent

The GenAI-Strategic Chief Data Officer · Chief Data Officer

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

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

granica.ai

Ohalo

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Ohalo

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.