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.

Roadmap Pricing

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Drata

Visibility84

Vibe98

Businesses/Software & Technology/Drata

AI Visibility & Sentiment

Drata

Drata is an AI-native trust management platform that automates compliance, manages risk, and accelerates security reviews for businesses. The platform transforms traditional GRC (Governance, Risk, and Compliance) from manual, reactive processes into proactive business drivers, helping companies build and prove trust faster.

Active Monitoring

Software & Technology

AI Visibility Score

84/100

Excellent

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 Drata today.

Drata maintains a commanding 87/100 visibility score, characterized by near-perfect mention rates and top-tier rankings on ChatGPT, Claude, and Gemini for brand-specific and comparative queries. While it dominates direct platform evaluations, its presence in AI Overviews is significantly lower at 55%, and sentiment across all major personas remains mixed rather than purely positive.

Working in your favor

Unrivaled performance in brand-specific queries and Reddit-sourced reviews, consistently holding the #1 position across all tested AI platforms.

Extremely strong performance in head-to-head comparisons (Drata vs. Vanta vs. Thoropass), where it frequently secures the top rank.

High visibility among ChatGPT users (100% mention rate) and Gemini users (98% mention rate).

Gaps to close

Significant visibility gap in AI Overviews (55% mention rate), particularly for informational queries regarding enterprise security questionnaires.

Inconsistent rankings in the 'Modernizing Risk Management' category, with positions on ChatGPT and Claude fluctuating wildly between #1 and #21.

Mixed sentiment across General, Budget-Conscious, and Enterprise personas, suggesting the AI's training data contains critical or conflicting reviews alongside the praise.

Opportunities

Optimize content specifically for AI Overviews by focusing on structured 'how-to' guides for security questionnaires and SOC 2 automation.

Improve sentiment among Enterprise Decision Makers by publishing more case studies that emphasize scale and complex GRC needs, which are currently being tagged as 'mixed'.

Stabilize broad query rankings for 'risk management' by creating authoritative, tool-agnostic content that AI models can reference for industry definitions.

Highest-Impact Actions

Audit and update structured data and high-authority pages to target AI Overviews snippets.

With only 55% visibility in AI Overviews compared to 100% in ChatGPT, Drata is missing out on the most visible search-integrated AI real estate.

Address 'mixed' sentiment by counteracting negative data points in training sets (like Reddit or forums).

Despite high rankings, mixed sentiment across all personas suggests that LLMs are frequently surfacing common complaints or limitations alongside benefits.

Develop targeted content for 'Modernizing Risk Management' to fix ranking volatility.

Ranking as low as #21 on ChatGPT for proactive risk management indicates a lack of topical authority in this specific sub-sector compared to their SOC 2 dominance.

Overview

Mission

Continuous trust powered by AI - automating 90% of manual compliance tasks, reducing security review time by 12x, and turning compliance from a cost center into a business accelerator that builds customer confidence and speeds revenue.

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	100	100	100	88
“What do you know about Drata? What do they do and what's their reputation?”	Positive	Positive	Positive	Positive
Core8q Product/service category queries	90	86	86	64
“what's the best way to automate soc 2 evidence collection”	#2	#1	#2	No
“tools to manage iso 27001 without using spreadsheets”	#2	#2	#1	#4
“help me build a tech stack for continuous compliance monitoring”	#1	#1	#1	No
“how to get through enterprise security questionnaires faster”	#2	#4	#6	#5
“best way to share our security posture with potential customers”	#2	#1	#3	No
“drata vs vanta vs thoropass which is better for a series b startup”	#1	#1	#1	#3
“is drata good for enterprise level compliance”	#1	#1	#1	#2
“what do people on reddit say about drata reviews”	#1	#1	#1	#1
Growth Areas2q Adjacent, aspirational & visionary	72	67	89	0
“how can i use ai to improve my grc program”	#1	#2	#2	No
“tools for proactive risk management for a mid-market tech company”	#2	#6	#2	No

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

Positive

“what's the best way to automate soc 2 evidence collection”

“tools to manage iso 27001 without using spreadsheets”

“help me build a tech stack for continuous compliance monitoring”

“how to get through enterprise security questionnaires faster”

“best way to share our security posture with potential customers”

“drata vs vanta vs thoropass which is better for a series b startup”

“is drata good for enterprise level compliance”

“what do people on reddit say about drata reviews”

“how can i use ai to improve my grc program”

“tools for proactive risk management for a mid-market tech company”

Brand Ecosystem

Vanta

159 mentions

Drata

136 mentions

Secureframe

88 mentions

AWS

74 mentions

GitHub

67 mentions

Okta

59 mentions

OneTrust

57 mentions

Jira

53 mentions

Azure

51 mentions

Thoropass

43 mentions

GCP

39 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Unrivaled performance in brand-specific queries and Reddit-sourced reviews, consistently holding the #1 position across all tested AI platforms.

Strength

Extremely strong performance in head-to-head comparisons (Drata vs. Vanta vs. Thoropass), where it frequently secures the top rank.

Strength

High visibility among ChatGPT users (100% mention rate) and Gemini users (98% mention rate).

Recommended Actions

Audit and update structured data and high-authority pages to target AI Overviews snippets.

With only 55% visibility in AI Overviews compared to 100% in ChatGPT, Drata is missing out on the most visible search-integrated AI real estate.

Address 'mixed' sentiment by counteracting negative data points in training sets (like Reddit or forums).

Despite high rankings, mixed sentiment across all personas suggests that LLMs are frequently surfacing common complaints or limitations alongside benefits.

Develop targeted content for 'Modernizing Risk Management' to fix ranking volatility.

Ranking as low as #21 on ChatGPT for proactive risk management indicates a lack of topical authority in this specific sub-sector compared to their SOC 2 dominance.

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

Automating Compliance Frameworks(3 queries)

“what's the best way to automate soc 2 evidence collection”

3/4 platforms mentioned

Core

ChatGPT

1.Vanta

2.Drata

3.Secureframe

4.Thoropass

5.Scrut Automation

+37 more

Claude

1.Vanta

2.AWS

3.GitHub

4.Google Workspace

5.Jira

6.Drata

+21 more

Gemini

1.Vanta

2.Drata

3.Secureframe

4.Thoropass

5.Laika

+16 more

AI Overviews

1.Vanta

2.AuditBoard

“tools to manage iso 27001 without using spreadsheets”

4/4 platforms mentioned

Core

ChatGPT

1.ISMS.online

2.Drata

3.Vanta

4.Secureframe

5.Tugboat Logic

+25 more

Claude

1.Vanta

2.Drata

3.Secureframe

4.Tugboat Logic

5.OneTrust

+6 more

Gemini

1.Vanta

2.Drata

3.Secureframe

4.Isms.online

5.6clicks

+9 more

AI Overviews

1.Enactia

2.Comp AI

3.Vanta

4.Drata

5.Secureframe

+2 more

“help me build a tech stack for continuous compliance monitoring”

3/4 platforms mentioned

Core

ChatGPT

1.Drata

2.Vanta

3.Secureframe

4.ServiceNow GRC

5.OneTrust

+53 more

Claude

1.Wiz

2.Orca Security

3.Prisma Cloud

4.Palo Alto

5.AWS Security Hub

10.Drata

+46 more

Gemini

1.Wiz

2.Prisma Cloud

3.Palo Alto Networks

4.AWS Config

5.Azure Policy

16.Drata

+11 more

AI Overviews

No brands listed

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.

What is SOC 2 automation? How to ...

vanta.com

Drata

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Drata

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.