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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Valgo

Visibility0

Vibe50

Businesses/Technology/Valgo

AI Visibility & Sentiment

Valgo

Valgo is a Y Combinator-backed Public Benefit Corporation specializing in algorithmic safety validation. They provide tools and services to ensure AI and algorithmic systems meet safety standards and compliance requirements.

Active Monitoring

valgo.dev

Technology YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Valgo today.

Valgo remains a phantom in the AI safety landscape, holding a 0% mention rate across all mission-critical category queries despite an exploding market for regulatory compliance. While competitors like Credo AI and Holistic AI have cemented themselves as the default authorities, Valgo only surfaces during direct brand lookups, missing every opportunity to capture high-intent users searching for algorithmic risk and safety certification.

Working in your favor

Maintains baseline brand recognition in direct 'vibe check' queries on Claude and AI Overviews, indicating that the brand is indexed but not associated with its core industry functions.

Demonstrates high sentiment and top-tier positioning (Claude #1, AIOverviews #3) when the brand name is explicitly mentioned, proving the AI models have positive data about the company itself.

Gaps to close

Total absence in 'AI Regulatory Compliance & Certification' queries, leaving the field entirely to Credo AI and Deloitte.

Zero visibility with the 'Head of AI Safety Engineering' and 'Public Sector AI Policy Advisor' personas, who are currently being directed to legacy consulting firms and niche competitors like WhyLabs.

Failure to appear in any 'Algorithmic Risk Management' searches, a critical failure for a technology firm in the safety space.

Opportunities

Leverage the vacuum in technical 'Safety Certification' content to displace competitors by publishing specific, machine-readable compliance frameworks.

Target the 'Financial Sector' niche specifically, as LLMs currently default to generic consultants rather than specialized technical safety partners for these queries.

Bridge the gap between brand-name recognition and category authority by linking Valgo's name to keywords like 'third-party AI safety audit' in public-facing documentation.

Highest-Impact Actions

Publish a series of technical whitepapers and documentation specifically titled 'Algorithmic Safety Validation for Financial Systems'.

Competitors are capturing 100% of the visibility for these high-value queries; technical content optimized for LLM ingestion will establish Valgo as a topical authority.

Optimize site architecture and metadata to target the 'Enterprise Compliance Strategist' persona with 'AI Regulatory Compliance' frameworks.

Zero mentions across this persona indicate that Valgo's content is not addressing the specific language and concerns used by enterprise decision-makers in AI prompts.

Initiate a strategic PR and backlink campaign focusing on 'Trusted AI Safety Partners' lists in industry trade publications.

LLMs like ChatGPT and Gemini rely on third-party 'best of' lists to recommend partners; Valgo’s current exclusion from these lists ensures its invisibility in recommendation-style prompts.

Value Proposition

Providing algorithmic safety validation to help organizations deploy AI systems responsibly and meet emerging regulatory requirements for AI safety.

Overview

Mission

As a Public Benefit Corporation, Valgo is committed to ensuring algorithmic systems are safe and beneficial for society.

Products & Services

Algorithmic safety validationAI compliance assessmentSafety certification servicesRisk assessment for AI systems

Current State

Visibility Landscape

A high-level view of how Valgo 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	70	97	70	91
“What do you know about Valgo? What do they do and what's their reputation?”	Yes	#1	Yes	#3
Core3q Product/service category queries	0	0	0	0
“help me get our company's ai models ready for a compliance audit, what tools should we use”	No	No	No	No
“best way to do algorithmic safety validation for a financial model we're building”	No	No	No	No
“where can i get a safety certification for an automated decision making system”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“who are the most trusted companies for third party ai safety audits right now”	No	No	No	No

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

Yes

“help me get our company's ai models ready for a compliance audit, what tools should we use”

“best way to do algorithmic safety validation for a financial model we're building”

“where can i get a safety certification for an automated decision making system”

“who are the most trusted companies for third party ai safety audits right now”

Competitive Landscape

Credo AI

20 mentions

Holistic AI

18 mentions

SHAP

14 mentions

WhyLabs

13 mentions

Deloitte

13 mentions

PwC

13 mentions

Fiddler AI

12 mentions

TruEra

11 mentions

KPMG

11 mentions

Valgo

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Maintains baseline brand recognition in direct 'vibe check' queries on Claude and AI Overviews, indicating that the brand is indexed but not associated with its core industry functions.

Strength

Demonstrates high sentiment and top-tier positioning (Claude #1, AIOverviews #3) when the brand name is explicitly mentioned, proving the AI models have positive data about the company itself.

Gap

Total absence in 'AI Regulatory Compliance & Certification' queries, leaving the field entirely to Credo AI and Deloitte.

Recommended Actions

Publish a series of technical whitepapers and documentation specifically titled 'Algorithmic Safety Validation for Financial Systems'.

Competitors are capturing 100% of the visibility for these high-value queries; technical content optimized for LLM ingestion will establish Valgo as a topical authority.

Optimize site architecture and metadata to target the 'Enterprise Compliance Strategist' persona with 'AI Regulatory Compliance' frameworks.

Zero mentions across this persona indicate that Valgo's content is not addressing the specific language and concerns used by enterprise decision-makers in AI prompts.

Initiate a strategic PR and backlink campaign focusing on 'Trusted AI Safety Partners' lists in industry trade publications.

LLMs like ChatGPT and Gemini rely on third-party 'best of' lists to recommend partners; Valgo’s current exclusion from these lists ensures its invisibility in recommendation-style prompts.

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

AI Regulatory Compliance & Certification(2 queries)

“help me get our company's ai models ready for a compliance audit, what tools should we use”

0/4 platforms mentioned

Core

ChatGPT

1.MLflow

2.Weights & Biases

3.W&B

4.DVC

5.Data Version Control

+56 more

Claude

1.Hugging Face

2.Notion

3.Confluence

4.GitHub

5.GitLab

+14 more

Gemini

1.Credo AI

2.OneTrust AI Governance

3.Holistic AI

4.Fiddler AI

5.Arize AI

+12 more

AI Overviews

1.TrustCloud

2.Reco AI

3.Credo AI

4.Holistic AI

5.OneTrust AI Governance

+11 more

“where can i get a safety certification for an automated decision making system”

0/4 platforms mentioned

Core

Enterprise Compliance Strategist · Chief Compliance Officer

ChatGPT

1.TÜV SÜD

2.TÜV Rheinland

3.BSI Group

4.UL Solutions

5.DNV

+19 more

Claude

1.BSI

2.DNV

3.TÜV

4.SGS

5.Credo AI

+1 more

Gemini

1.TÜV SÜD

2.TÜV Rheinland

3.BSI

4.UL Solutions

5.Credo AI

+6 more

AI Overviews

1.Schellman

2.IBM Granite

3.AWS

4.BSI Group

5.DEKRA

+7 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.

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Valgo

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 Technology

Start gettingrecommended by AI.

Frequently asked questions

Valgo

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 Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.