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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Ario

Visibility0

Vibe63

Businesses/Data & Analytics/Ario

AI Visibility & Sentiment

Ario

Ario is a customer intelligence platform that provides brands with SKU-level purchase data from across retailers. By enabling customer-consented data sharing, Ario helps businesses understand their customers' complete buying patterns beyond their own brand, enabling better personalization, competitive insights, and customer acquisition strategies.

Active Monitoring

heyario.com

Data & Analytics Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

Score by Reach

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 Ario today.

Ario is currently a ghost in the AI recommendation landscape, surrendering 100% of category-defining conversations to legacy incumbents like IRI and Nielsen. While AI models can identify the brand in direct 'vibe checks,' they completely fail to associate Ario with critical solution-based queries regarding SKU-level tracking or privacy-compliant data intelligence.

Value Proposition

Access customer-consented, SKU-level purchase data from any retailer to understand true buying patterns beyond your brand—eliminating blind spots that cause lost customers and generic experiences.

Overview

Mission

To give brands complete visibility into customer buying behavior through ethical, customer-consented data sharing.

Products & Services

Cross-retailer purchase data intelligenceCustomer insights hubPrivacy-compliant consumer data platformPersonalization data foundationCompetitive market intelligence

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

IRI

25 mentions

Segment

21 mentions

Acxiom

19 mentions

Circana

18 mentions

Snowflake

17 mentions

Experian

15 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Foundational brand recognition exists within ChatGPT, Claude, and AIOverviews for direct brand-specific queries

Strength

The AI models possess enough training data to define Ario's core identity when prompted specifically about the company

Gap

Complete absence in high-intent solution queries such as 'SKU-level market analysis' and 'personalized marketing insights'

Recommended Actions

Publish authoritative content focused on SKU-level market share tracking and competitive SKU intelligence.

Competitors like Circana and Numerator are currently owning the AI-generated recommendations in this space; Ario must claim topical authority to break their monopoly.

Target the Technical Data Science Lead persona with technical whitepapers on privacy-compliant data infrastructure.

The data shows 0% visibility for this persona, which is a critical gatekeeper for enterprise data platform selection.

Execute a digital PR strategy focused on 'best of' lists and data provider comparisons alongside Snowflake and Segment.

AI models rely heavily on comparative associations; appearing in the same context as high-visibility brands will trigger 'collaborative filtering' in AI responses.

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

Enhancing Personalization With External Insights(3 queries)

“how can i get better customer data for personalized marketing beyond just what's on my own site”

0/4 platforms mentioned

Adjacent

ChatGPT

1.LiveRamp Data Marketplace

2.Snowflake Data Marketplace

3.AWS Data Exchange

4.Square

5.Toast

+43 more

Claude

1.Typeform

2.Qualtrics

3.Hotjar

4.Microsoft Clarity

5.Experian

+13 more

Gemini

1.Acxiom

2.Experian

3.Epsilon

4.LiveRamp

5.ZoomInfo

+6 more

AI Overviews

1.Whereoware

2.Contentful

3.transcend.io

4.Hootsuite

5.Sprout Social

+10 more

“how do big brands do personalization when they don't have the full picture of where else their customers shop”

0/4 platforms mentioned

Adjacent

The Growth-Focused CMO · Chief Marketing Officer

ChatGPT

1.LiveRamp

2.Amperity

3.Experian

4.Acxiom

5.Epsilon

+26 more

Claude

1.Zeotap

2.Treasure Data

3.Glossier

4.Semrush

5.Similarweb

+3 more

Gemini

1.Acxiom

2.Experian

3.Oracle Data Cloud

4.The Trade Desk

5.Similarweb

+12 more

AI Overviews

1.Sephora

2.Boston Consulting Group

3.Vusion

4.The Home Depot

5.Deloitte

+2 more

“ways to see where my customers are shopping when they aren't on my store, specific tools please”

0/4 platforms mentioned

Core

The Growth-Focused CMO · Chief Marketing Officer

ChatGPT

1.LiveRamp

2.InfoSum

3.Cardlytics

4.Numerator

5.Ibotta

+30 more

Claude

1.Typeform

2.Qualtrics

3.Attentive

4.Klaviyo

5.Stackline

+7 more

Gemini

1.Numerator

2.NielsenIQ

3.IRI

4.Circana

5.Segment

+8 more

AI Overviews

1.Cardlytics

2.Affinity Solutions

3.Consumer Purchase Insights

4.edo Interactive

5.Placer.ai

+9 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.

What is first-, second-, third- and zero-party data? - Epsilon

epsilon.com

Web1 ref

A Small Business Guide to Third-Party Data - Chamber of Commerce

uschamber.com

Web1 ref

Zero-Party Data vs First-Party Data: What's the Difference? | Transcend

transcend.io

Web1 ref

The rise of first- and zero-party data - Contentful

contentful.com

Web1 ref

How to Leverage Internal and External Data for Content ...

frac.tl

Web1 ref

Complete Guide for Data Collection for Marketing & CX - Damco Solutions

damcogroup.com

Web1 ref

How to Create Personalized Content for Your Social Media Marketing

socialmediaexaminer.com

Web1 ref

Top Third Party Audience Data Providers - Techsalerator

techsalerator.com

Web1 ref

First-Party vs. Third-Party Data: What's the Difference? - Mailchimp

mailchimp.com

Web1 ref

Marketing at a Crossroads, Part II: Personalization vs. Privacy ...

kenaninstitute.unc.edu

Edu1 ref

What Is Third Party Data? A Comprehensive Guide - HT Media

htmedia.in

Web1 ref

A Marketers Guide To Understanding Third Party Data - Cometly

cometly.com

Web1 ref

Privacy-First Personalization in Marketing Wins Customer Trust

cmswire.com

Web1 ref

Zero-party Data Strategies: Building Trust While Powering ...

martechseries.com

Web1 ref

Personalization in Marketing: Finding Data Sources - Trestle

trestleiq.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Ario.

IRI25 mentions

Segment21 mentions

Acxiom19 mentions

Circana18 mentions

Snowflake17 mentions

Experian15 mentions

Numerator15 mentions

Nielsen14 mentions

mParticle13 mentions

NielsenIQ13 mentions

Ario0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Ario's communication style and personality

Ario communicates with confident clarity, positioning itself as the solution to a universal business problem. The voice is direct and insight-driven, using data-focused language that resonates with analytical decision-makers. While professional and authoritative, the tone remains accessible—avoiding jargon while emphasizing tangible business outcomes. There's an underlying sense of empowerment, suggesting that brands can finally see what they've been missing.

Core Tone Traits

Direct & Confident

Makes bold claims about solving critical business blind spots without hedging

Data-Driven & Analytical

Speaks the language of insights, SKU-level data, and measurable outcomes

Solution-Oriented

Focuses on what brands gain rather than dwelling on problems

Trustworthy & Transparent

Emphasizes customer consent and privacy-first approach to build credibility

Backing

Investors

Floodgate

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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