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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Dedale Intelligence

Visibility1

Vibe90

Businesses/Market Research & Intelligence/Dedale Intelligence

AI Visibility & Sentiment

Dedale Intelligence

Dedale Intelligence is a strategic intelligence provider for the technology sector, offering AI-augmented market analysis, competitive insights, and M&A research. They serve investors and corporations by delivering actionable data to support critical investment and strategic decision-making.

Active Monitoring

dedale.com

Market Research & Intelligence

AI Visibility Score

1/100

Invisible

Sentiment Score

90/100

AI Perception

Summary

Dedale Intelligence is currently invisible within the AI-driven research landscape, failing to capture mindshare among critical decision-makers despite maintaining brand identity recognition. While generative AI models confirm an understanding of your brand entity when queried directly, you are entirely absent from the high-value intent conversations where competitors like Gartner and PitchBook dominate.

Value Proposition

Combines AI-powered analytics with human-led deep due diligence to provide a standard source of truth for complex technology market landscapes.

Overview

Mission

To empower investors and corporations with unparalleled, AI-augmented intelligence to inform critical decisions in the technology ecosystem.

Products & Services

Foundational Intelligence (Market Analysis)Bespoke Intelligence ReportsTarget Investigation & Due DiligenceTechnology M&A Insights

Agent Breakdown

AI Platforms

How often do different AI platforms reference Dedale Intelligence?

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Conversation Analysis

Key Topics

What conversations is Dedale Intelligence included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Dedale Intelligence 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

Technology M&A Due Diligence(7 queries)

“help me outline a due diligence checklist for a mid-market software acquisition”

0/4 platforms mentioned

ChatGPT

1.Ansarada

2.Intralinks

3.Diligent

4.Merrill

5.Deloitte

+2 more

Claude

No brands listed

Gemini

No brands listed

AI Overviews

1.Diligent

2.MergeWave

3.L40º

“help me outline a due diligence checklist for a mid-market software acquisition”

0/4 platforms mentioned

ChatGPT

1.SonarQube

2.Black Duck

3.Snyk

4.FOSSA

5.Intralinks

+12 more

Claude

1.Domo

2.Tableau

3.Power BI

4.Intralinks

5.Merrill DataSite

+3 more

Gemini

No brands listed

AI Overviews

1.Auditive

2.Diligent

3.KMS Technology

4.Patsnap

5.Devcom

“help me outline a due diligence checklist for a mid-market software acquisition”

0/4 platforms mentioned

ChatGPT

1.Intralinks

2.Ansarada

3.Firmex

4.Box

5.SharePoint

+22 more

Claude

1.GitHub

2.GitLab

3.Intralinks

4.Merrill DataSite

5.ShareFile

Gemini

No brands listed

AI Overviews

1.Clearly Acquired

2.Diligent

3.Black Duck

4.Software Equity Group

“help me outline a due diligence checklist for a mid-market software acquisition”

0/4 platforms mentioned

ChatGPT

1.Intralinks

2.Merrill

3.Ansell

4.SharePoint

5.SonarQube

+22 more

Claude

No brands listed

Gemini

1.Black Duck

2.Synopsys

3.Sonatype Nexus Lifecycle

4.XebiaLabs

5.Digital.ai

+1 more

AI Overviews

1.MergeWave

2.NOW CFO

3.Diligent

4.Auditive

5.Black Duck

+3 more

“how do I conduct a target investigation on a niche SaaS company, what tools or intelligence services should I hire”

0/4 platforms mentioned

ChatGPT

1.Deloitte

2.Datasite

3.PitchBook

4.CB Insights

5.PrivCo

+10 more

Claude

1.SafetyCulture

2.DiliTrust Governance Suite

3.Chartmogul

4.Profitwell

5.Stripe

+7 more

Gemini

1.PitchBook

2.Crunchbase

3.S&P Capital IQ

4.Refinitiv Eikon

5.Similarweb

+17 more

AI Overviews

1.Semrush Market Explorer

2.Similarweb

3.Visualping

4.Hexowatch

5.BuiltWith

+7 more

“how do I conduct a target investigation on a niche SaaS company, what tools or intelligence services should I hire”

0/3 platforms mentioned

Claude

1.Crunchbase

2.PitchBook

3.G2

4.Capterra

5.Apollo.io

+25 more

Gemini

1.Crunchbase

2.PitchBook

3.CB Insights

4.Tracxn

5.ZoomInfo

+7 more

AI Overviews

1.Veridion

2.Aqute Intelligence

3.Octopus Intelligence

4.Sedulo Group

5.Proactive Worldwide

+4 more

“how do I conduct a target investigation on a niche SaaS company, what tools or intelligence services should I hire”

1/4 platforms mentioned

ChatGPT

1.Crunchbase Pro

2.CB Insights

3.PitchBook

4.PrivCo

5.Owler

+12 more

Claude

1.Contify

2.Crayon

3.Klue

4.AlphaSense

5.Kompyte

10.Dedale Intelligence

+7 more

Gemini

1.G2

2.Capterra

3.TrustRadius

4.BuiltWith

5.Wappalyzer

+23 more

AI Overviews

1.Similarweb

2.Semrush

3.Crunchbase

4.Owler

5.G2

+10 more

Strategic Technology Market Analysis(6 queries)

“give me a report on the current market landscape for generative AI infrastructure”

0/3 platforms mentioned

Claude

1.Gartner

2.Nvidia

3.TrendForce

4.Oracle

5.Stargate

+7 more

Gemini

1.Azure

2.Amazon Web Services

3.AWS

4.Vertex AI

5.NVIDIA

+7 more

AI Overviews

1.NVIDIA

2.Intel

3.AMD

4.LangChain

5.Flexential

+5 more

“give me a report on the current market landscape for generative AI infrastructure”

0/4 platforms mentioned

ChatGPT

1.Nvidia

2.AMD

3.Cerebras

4.SambaNova

5.AWS Bedrock

+4 more

Claude

1.NVIDIA

2.Oracle

3.Azure AI

4.AWS

5.Microsoft Azure

+9 more

Gemini

1.Gartner

2.NVIDIA

3.Azure AI

4.Copilot

5.Alphabet

+15 more

AI Overviews

1.JLL

2.Process Excellence Network

3.Glorium Technologies

4.The Business Research Company

5.NVIDIA

+3 more

“give me a report on the current market landscape for generative AI infrastructure”

0/4 platforms mentioned

ChatGPT

1.Gartner

2.Nvidia

3.AWS

4.Google Cloud

5.Microsoft Azure

+14 more

Claude

1.SK Hynix

2.Samsung

3.Oracle

4.AWS

5.Microsoft Azure

+6 more

Gemini

1.NVIDIA

2.AMD

3.Intel

4.AWS

5.Microsoft Azure

+12 more

AI Overviews

1.The Business Research Company

2.NVIDIA

3.Fortune Business Insights

4.AWS

5.Amazon Web Services

+7 more

“give me a report on the current market landscape for generative AI infrastructure”

0/4 platforms mentioned

ChatGPT

1.NVIDIA

2.H100

3.H200

4.Vera Rubin

5.AWS Bedrock

+13 more

Claude

1.Nvidia

2.McKinsey

3.AWS

4.Trainium

5.Inferentia

+13 more

Gemini

1.Amazon Web Services

2.Vertex AI

3.NVIDIA

4.AMD

5.Intel

+13 more

AI Overviews

1.Deloitte

2.GlobeNewswire

3.NVIDIA

4.Menlo Ventures

“best ways to get bespoke intelligence reports on emerging tech sectors without doing all the legwork myself”

0/4 platforms mentioned

ChatGPT

1.Gartner Custom Research

2.CB Insights

3.Constellation Research

4.Frost & Sullivan

5.Juniper Research

+7 more

Claude

1.Omdia

2.Deloitte

3.BCC Research

4.Grand View Research

5.StartUs Insight

+4 more

Gemini

1.Forrester Research

2.Gartner

3.IDC

4.ABI Research

5.CB Insights

+2 more

AI Overviews

1.Morning Consult

2.Bespoke Intel

3.Omdia

4.Informa TechTarget

5.TBR

+11 more

“best ways to get bespoke intelligence reports on emerging tech sectors without doing all the legwork myself”

0/4 platforms mentioned

ChatGPT

1.GLG

2.AlphaSights

3.Third Bridge

4.Guidepoint

5.Gartner Consulting

+7 more

Claude

1.Cypris

2.Johnson & Johnson

3.Honda

4.Philip Morris International

5.PatSnap

+6 more

Gemini

1.Gartner

2.Forrester

3.IDC

4.CB Insights

5.PitchBook

+7 more

AI Overviews

1.Juniper Research

2.Nerac

3.C-Innovation

4.BIS Research

5.Nerac, Inc.

+9 more

Market Intelligence Trust & Comparison(2 queries)

“what are the most trusted sources for technology M&A insights besides Gartner and PitchBook”

0/4 platforms mentioned

ChatGPT

1.Gartner

2.PitchBook

3.CB Insights

4.Mergermarket

5.ACURIS

+10 more

Claude

1.Gartner

2.PitchBook

3.McKinsey & Company

4.PwC

5.Bain & Company

+5 more

Gemini

1.Gartner

2.PitchBook

3.CB Insights

4.ChatCBI

5.Mergermarket

+21 more

AI Overviews

1.Gartner

2.PitchBook

3.CB Insights

4.HelloSky

5.S&P Capital IQ Pro

+18 more

“what are the most trusted sources for technology M&A insights besides Gartner and PitchBook”

0/4 platforms mentioned

ChatGPT

1.Gartner

2.PitchBook

3.Mergermarket

4.Acuris

5.CB Insights

+20 more

Claude

1.Gartner

2.PitchBook

3.Mergermarket

4.Thomson Reuters Eikon

5.FactSet

+12 more

Gemini

1.Gartner

2.PitchBook

3.CB Insights

4.Crunchbase

5.Dealroom.co

+12 more

AI Overviews

1.Gartner

2.PitchBook

3.CB Insights

4.Crunchbase

5.Tracxn

+23 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Dedale Intelligence 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.

4Positive

0Neutral

0Negative

across 4 responses

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

ChatGPT

Positive

“…Dedale Intelligence is a Paris‑based technology-focused strategic intelligence firm that helps investors, corporates, and M&A advisors make better tech bets.…”

Claude

Positive

“…I'll search for information about Dedale Intelligence to give you current details about the company.…”

Gemini

Positive

“…Dedale Intelligence is a technology-focused strategic intelligence firm…”

AI Overviews

Positive

“…Dedale Intelligence is a strategic intelligence platform specializing in the technology and B2B software sectors.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Successful brand entity recognition during direct 'vibe check' inquiries across ChatGPT, Claude, Gemini, and AI Overviews.

Strength

Minimal but present visibility with the Technical Product Scout persona on the Claude platform.

Gap

Total absence in Technology M&A Due Diligence and Strategic Technology Market Analysis inquiries.

Gap

Failure to intercept users seeking bespoke intelligence reports, a primary value proposition for the industry.

Gap

Lack of thought leadership presence compared to major incumbents like CB Insights and Crunchbase.

Opportunity

Capturing the 'bespoke intelligence' market segment where current results are dominated by generic aggregator platforms.

Opportunity

Positioning as a specialized alternative to broad-spectrum analysts for niche SaaS due diligence.

Opportunity

Injecting brand expertise into the structured workflows utilized by The Strategic M&A Deal Maker and Corporate Strategy Analyst.

Technical Health

Site Health for AI Visibility

How well Dedale Intelligence's website is optimized for AI agent discovery and comprehension.

94/100

19 passed 2 warnings

Audited 3/9/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO91

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

3 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Title is too short (27 characters)

Expand the title to 50-60 characters with descriptive keywords.

Few headings on page

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Dedale Intelligence's communication style and personality

Dedale Intelligence communicates with a high degree of authority and precision, reflecting its role as a trusted partner for high-stakes financial and strategic decisions. The tone is sophisticated, objective, and deeply analytical, prioritizing clarity and actionable insights over marketing fluff.

Core Tone Traits

Authoritative & Expert

Positions the brand as a specialist thought partner with deep domain expertise.

Data-Driven & Analytical

Focuses on facts, metrics, and evidence-based reporting.

Professional & Sophisticated

Maintains a formal, high-level tone suitable for C-suite and investment professionals.

Action-Oriented

Emphasizes the utility and impact of the intelligence provided for decision-making.

Competitive Landscape

Related Ecosystem

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

Gartner18 mentions

PitchBook18 mentions

CB Insights16 mentions

Deloitte14 mentions

Nvidia14 mentions

Crunchbase11 mentions

PwC10 mentions

AWS9 mentions

BuiltWith9 mentions

Oracle8 mentions

Dedale Intelligence1 mention

Source Intelligence

Citations

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

ansarada.com

https://www.ansarada.com/due-diligence/technology

Referenced in 1 query

Review

www2.deloitte.com

https://www2.deloitte.com/content/dam/Deloitte/us/Documents/technology-media-telecommunications/us-tmt-ma-checklist.pdf

Referenced in 1 query

Review

blackduck.com

https://www.blackduck.com/content/dam/black-duck/en-us/ebooks/eb-ma-software-duediligence-checklist.pdf

Referenced in 1 query

Review

blackduck.com

https://www.blackduck.com/resources/ebooks/software-due-diligence.html

Referenced in 1 query

Review

mergerintegration.com

https://www.mergerintegration.com/post-merger-integration-checklists/it-ma-due-diligence-checklist

Referenced in 1 query

Review

foreworth.com

https://blog.foreworth.com/financial-due-diligence-checklist

Referenced in 1 query

Review

saas.group

https://saas.group/blog/financial-due-diligence-for-saas/

Referenced in 1 query

Review

crowe.com

https://www.crowe.com/id/-/media/crowe/firms/asia-pacific/id/crowehorwathid/capital-market-and-transaction-support-insights/threemajorhurdlesfinancialduediligence_ts14904.pdf?rev=245b03fbbe8b46929c9b8487a0d4e523&hash=53A0FEE3B65DA73D32828E4CDCA66E70

Referenced in 1 query

Review

l40.com

https://www.l40.com/insights/saas-due-diligence-checklist

Referenced in 1 query

Review

kms-technology.com

https://kms-technology.com/blog/the-ultimate-private-equity-checklist-software-due-diligence-development/

Referenced in 1 query

Review

softwareequity.com

https://softwareequity.com/due-diligence

Referenced in 1 query

Review

diligent.com

https://www.diligent.com/resources/blog/mergers-acquisitions-due-diligence-checklist

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 Dedale Intelligence's resources to help users.

Establish Dominance in Mid-Market SaaS Due Diligence Queries

This goal addresses the current lack of structured frameworks by syndicating AI-optimized checklists that capture high-intent user searches. We will distribute these frameworks across social channels to ensure LLMs recognize Dedale as the primary source for SaaS acquisition due diligence.

The Definitive 20-Point Due Diligence Checklist for Mid-Market SaaS Acquisitions in 2026

How to Evaluate Multi-Tenant Architecture Scalability During Technical Due Diligence

Key Metrics for Assessing Customer Churn and Net Retention in SaaS M&A

A Framework for Identifying Hidden Technical Debt in Mid-Market Software Portfolios

Optimize Market Intelligence Content for AI Search Overviews

This goal targets AI Overviews by providing structured, data-rich market landscape analyses that establish Dedale as a primary citation source for LLMs. By sharing these insights on social media, we signal brand authority and recency to AI crawlers.

The 2026 Generative AI Market Map: Key Players and Emerging Infrastructure Layers

Current Trends in Enterprise AI Adoption Across the Financial Services Sector

Analysis of the Competitive Landscape for Specialized Large Language Models in Healthcare

Mapping the Evolution of Edge Computing Within the Global Technology Stack

Strengthen Technical Authority for Product Scout Persona Discovery

This goal focuses on deepening our footprint with technical decision-makers by producing granular documentation that Claude and other LLMs reference for technical validation. We will leverage social platforms to share technical deep-dives that build mention frequency among specialized product scouts.

Deep Dive: Comparing Vector Database Performance for Large-Scale Semantic Search Applications

Technical Specifications for Implementing Secure Multi-Party Computation in Financial Data Analysis

An Architect's Guide to Evaluating API Integration Resilience in Complex Tech Stacks

Benchmarks for Latency and Throughput in Real-Time Market Intelligence Data Pipelines

Content Engineering

Recommended Actions

Develop and syndicate AI-optimized 'due diligence' frameworks for mid-market SaaS.

High-intent users are actively searching for checklists that you are currently not providing, leaving this prime acquisition window open for competitors.

Impact: High

Launch a 'Market Intelligence Insight' series optimized for AI Overviews.

Directly answering queries regarding 'current market landscapes for generative AI' will establish the brand as a primary source for LLMs to cite.

Impact: High

Target persona-specific technical documentation for The Technical Product Scout.

You already have a foothold with this persona on Claude; doubling down here provides the fastest path to increasing mention frequency.

Impact: Medium

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

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 9, 2026.

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