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

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Hebbia

Visibility32

Vibe98

Businesses/Enterprise Software/Hebbia

AI Visibility & Sentiment

Hebbia

Hebbia is an enterprise AI platform designed specifically for finance and legal professionals. The company leverages generative AI to transform how financial institutions, law firms, and advisory services process and analyze large volumes of documents, delivering actionable insights and dramatically improving workflow efficiency.

Active Monitoring

hebbia.ai

Enterprise Software Startups

AI Visibility Score

32/100

Low

Sentiment Score

98/100

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 Hebbia today.

Hebbia has achieved a striking capture of high-intent Claude users within the Private Equity sector, yet it remains a ghost in the broader legal automation and investment research dialogues where incumbents like AlphaSense and Luminance currently dominate. This extreme platform-specific success proves Hebbia has the technical narrative to win, but it is currently failing to translate that authority into the ChatGPT and Gemini ecosystems where the majority of enterprise discovery begins.

Working in your favor

Dominant #1 positioning on Claude for M&A due diligence and speed-focused queries.

Strong resonance with the Deal-Flow Private Equity Associate persona, achieving a 63% mention rate.

High authority in AI Overviews for transactional speed queries, frequently appearing in top-tier positions (7-9).

Gaps to close

Complete absence in the 'Legal & Compliance Workflow Automation' and 'Enterprise AI Trust' categories.

Critically low 13% mention rate on ChatGPT, the primary entry point for CIOs and enterprise buyers.

Underperforming in the 'Investment Research & Synthesis' space, trailing significantly behind AlphaSense and Bloomberg.

Opportunities

Capture the legal workflow market by targeting queries related to automated credit agreement reviews where competitors are currently weak.

Bridge the gap between 'Private Equity' success and 'Investment Research' by highlighting earnings report synthesis capabilities.

Leverage existing CIO persona strength (56% mention rate) to force inclusion in 'Trusted Enterprise AI' comparison queries.

Highest-Impact Actions

Execute a ChatGPT-specific content offensive focused on Enterprise Trust and Security.

A 13% mention rate on the world's most used AI platform is a critical vulnerability that allows competitors to define the category without Hebbia's input.

Develop and index deep-dive technical documentation for 'Automated Credit Agreement Review' and 'Legal Document Workflows'.

Hebbia was not mentioned in 100% of these queries, leaving the boutique law firm and legal automation market entirely to Luminance and Kira Systems.

Optimize for the 'Investment Research' vertical to displace AlphaSense.

Initial traction on Gemini (Position #3) suggests the model identifies Hebbia's utility here, but more consistent data density is needed to achieve the 60%+ rates seen in PE personas.

Value Proposition

Stop experimenting with AI—start working with it. Hebbia delivers production-ready enterprise AI that creates value from day one, processing mountains of information into actionable insights with complete transparency and enterprise-grade security.

Overview

Mission

Pioneering Enterprise AI to amplify what firms do best, transforming mountains of information into insights with ease.

Products & Services

AI-powered document analysis and review platformDue diligence automation toolsResearch synthesis and earnings report summarizationIC Memo Deal Library and comps trackingLegal document workflow automation

Current State

Visibility Landscape

A high-level view of how Hebbia 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	97	97	97	97
“What do you know about Hebbia? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	23	75	47	43
“help me speed up m&a due diligence using ai, what software should i use”	#23	#1	#9	#7
“what tools can summarize earnings reports and track comps across an entire sector automatically”	No	#6	#3	No
“most trusted enterprise ai platforms for finance and legal right now”	No	No	No	#8
“how can i automate the review of thousands of credit agreements for a big transaction”	—	#1	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	62	47	44
“help me automate legal document workflow for a boutique law firm”	No	No	No	No
“best way to build an ic memo deal library from old internal documents”	—	#1	#6	#7

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

“help me speed up m&a due diligence using ai, what software should i use”

#23

“what tools can summarize earnings reports and track comps across an entire sector automatically”

“most trusted enterprise ai platforms for finance and legal right now”

“how can i automate the review of thousands of credit agreements for a big transaction”

—

“help me automate legal document workflow for a boutique law firm”

“best way to build an ic memo deal library from old internal documents”

—

Competitive Landscape

Luminance

23 mentions

Kira Systems

21 mentions

Hebbia

18 mentions

AlphaSense

16 mentions

Kira

11 mentions

Excel

10 mentions

Bloomberg Terminal

10 mentions

Datasite

9 mentions

FactSet

9 mentions

Spellbook

9 mentions

Microsoft Word

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant #1 positioning on Claude for M&A due diligence and speed-focused queries.

Strength

Strong resonance with the Deal-Flow Private Equity Associate persona, achieving a 63% mention rate.

Strength

High authority in AI Overviews for transactional speed queries, frequently appearing in top-tier positions (7-9).

Recommended Actions

Execute a ChatGPT-specific content offensive focused on Enterprise Trust and Security.

A 13% mention rate on the world's most used AI platform is a critical vulnerability that allows competitors to define the category without Hebbia's input.

Develop and index deep-dive technical documentation for 'Automated Credit Agreement Review' and 'Legal Document Workflows'.

Hebbia was not mentioned in 100% of these queries, leaving the boutique law firm and legal automation market entirely to Luminance and Kira Systems.

Optimize for the 'Investment Research' vertical to displace AlphaSense.

Initial traction on Gemini (Position #3) suggests the model identifies Hebbia's utility here, but more consistent data density is needed to achieve the 60%+ rates seen in PE personas.

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

Transactional Speed & Due Diligence(3 queries)

“help me speed up m&a due diligence using ai, what software should i use”

1/4 platforms mentioned

Core

ChatGPT

1.Kira Systems

2.Litera

3.Evisort

4.Luminance

5.Eigen Technologies

+40 more

Claude

1.Domo

2.Alteryx

3.Luminance

4.Kira Systems

5.LawGeex

+3 more

Gemini

1.Kira Systems

2.ThoughtRiver

3.Eversheds Sutherland

4.Lex

5.Relativity

+11 more

AI Overviews

1.Thomson Reuters

2.Kira

3.Litera

4.Luminance

5.LegalFly

9.Hebbia

+9 more

“best way to build an ic memo deal library from old internal documents”

0/3 platforms mentioned

Adjacent

The M&A Due Diligence Specialist · Senior M&A Associate

Claude

1.Adobe Acrobat Pro

2.ABBYY FineReader

3.Luminance

4.Kira Systems

5.GPT-4

+9 more

Gemini

1.iManage

2.NetDocuments

3.Adobe Acrobat Pro

4.ABBYY FineReader PDF

5.Kira Systems

+15 more

AI Overviews

1.Asora

2.Box

3.Egnyte

4.InvestmentNews

5.Stack AI

+7 more

“how can i automate the review of thousands of credit agreements for a big transaction”

0/3 platforms mentioned

Core

The M&A Due Diligence Specialist · Senior M&A Associate

Claude

1.Luminance

2.Kira Systems

3.Kira

4.Excel

Gemini

1.Excel

2.Kira Systems

3.Luminance

4.Relativity

5.DISCO

AI Overviews

1.V7 Go

2.Litera Kira

3.Ontra Insight for Credit

4.Centauri AI

5.SS&C

+8 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.

Best AI Contract Review Software for Time-Critical M&A Deals

dioptra.ai

Hebbia

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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

Hebbia

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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.