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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Hang

Visibility0

Businesses/Marketing Technology/Hang

AI Visibility & Sentiment

Hang

Hang is an AI-native marketing platform that replaces fragmented marketing stacks with a unified solution for customer data, personalized offers, loyalty programs, and automated campaigns. The platform is purpose-built for marketers to drive customer engagement and revenue growth.

Active Monitoring

hang.xyz

Marketing Technology

AI Visibility Score

0/100

Invisible

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Hang today.

Hang is currently invisible across the AI-driven recommendation landscape, allowing legacy incumbents like Braze and Segment to monopolize high-intent conversations regarding modern loyalty and personalization. This total absence in AI-generated advice for CMOs and Innovation Directors represents a critical strategic risk as these models increasingly become the primary filter for enterprise software selection.

Value Proposition

The first AI platform built exclusively for marketers that consolidates customer data, offers, loyalty, and campaigns into one autonomous system, replacing legacy CDPs, offer engines, and CRMs.

Overview

Mission

To build the autonomous marketing platform that replaces fragmented marketing stacks and turns every customer touchpoint into revenue.

Products & Services

AI-Powered Customer Data PlatformPersonalized Offer GenerationAI-Driven Loyalty ProgramsAutomated Campaign ManagementSmart Customer Segmentation

Current State

Visibility Landscape

A high-level view of how Hang 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	0	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Braze

26 mentions

Segment

26 mentions

Klaviyo

20 mentions

Dynamic Yield

15 mentions

Salesforce

13 mentions

Salesforce Marketing Cloud

12 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

The brand has a clean slate for AI sentiment training, unencumbered by the legacy technical debt or negative user sentiment occasionally associated with older platforms like Salesforce or Optimizely

Strength

Positioning in the 'Marketing Technology' space is a high-growth sector where AI models are actively seeking 'modern' and 'AI-first' alternatives to established leaders

Gap

Total absence in high-intent queries regarding 'AI-driven loyalty' and 'smart customer segmentation', which are currently dominated by Braze and Klaviyo

Recommended Actions

Implement a machine-readable 'AI Capabilities' knowledge hub using JSON-LD and structured data.

Current invisibility across ChatGPT and Claude suggests that LLM training data lacks clear, structured associations between Hang and specific AI-driven marketing outcomes.

Produce and distribute long-form tactical guides targeting 'AI-driven loyalty program ideas' and 'modern customer segmentation'.

Competitors like Segment and Klaviyo are winning 100% of these ideation queries; Hang must provide the data points necessary for AI to recommend it as a solution.

Launch a targeted 'Hang vs. Braze/Klaviyo' competitive positioning campaign specifically for AI indexing.

Since these competitors have high mention rates (20-26 mentions), positioning Hang as the AI-native alternative allows the brand to 'piggyback' on their established visibility.

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 Driven Loyalty & Personalization(3 queries)

“how can I use AI to send personalized offers to my customers automatically”

0/4 platforms mentioned

Core

ChatGPT

1.Braze

2.Klaviyo

3.Iterable

4.Segment

5.RudderStack

+38 more

Claude

1.HubSpot

2.Klaviyo

3.Marketo

4.Mailchimp

5.Segment

+2 more

Gemini

1.Segment

2.Tealium

3.ActionIQ

4.Snowflake

5.Amazon Redshift

+9 more

AI Overviews

1.Creatio

2.Twilio Segment

3.Lytics

4.HubSpot

5.Salesforce

+17 more

“give me ideas for a modern AI-driven loyalty program for a coffee shop chain”

0/4 platforms mentioned

Core

The Efficiency-Driven CMO · Chief Marketing Officer

ChatGPT

1.Salesforce

2.Braze

3.Treasure Data

4.Segment

5.Punchh

+18 more

Claude

1.Salesforce

2.Braze

3.Segment

4.mParticle

5.Compt

+3 more

Gemini

1.Segment

2.Twilio Engage

3.Salesforce Marketing Cloud

4.Braze

5.Google Cloud AI Platform

+5 more

AI Overviews

1.Starbucks

2.Stamp Me

3.Joe

4.Incentivio

“what's the best smart customer segmentation tool for a hospitality brand”

0/4 platforms mentioned

Core

ChatGPT

1.Salesforce

2.Braze

3.Salesforce Data Cloud

4.Marketing Cloud Personalization

5.Twilio Segment

+19 more

Claude

1.Segment

2.Twilio

3.Salesforce

4.Braze

5.Treasure Data

+3 more

Gemini

1.Exponea

2.Bloomreach Engagement

3.Bloomreach

4.Segment

5.Twilio Segment

+8 more

AI Overviews

1.Revinate

2.Cendyn

3.dailypoint™

4.Profitroom

5.Optimove

+2 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.

www.nice.com

nice.com

Web1 ref

9 Ways to Use AI to Personalize the Customer Journey - Gorgias

gorgias.com

Web1 ref

AI tools for Delivering Hyper-personalized Customer Service

sba.thehartford.com

Web1 ref

9 best marketing automation software tools in 2026 - Zapier

zapier.com

Web1 ref

10 Best AI Personalization Tools For Websites, Apps & Email

insiderone.com

Web1 ref

Enhancing Personalized Customer Experience with AI: Best Practices

nice.com

Web1 ref

6 Reasons You Should Be Using AI-Driven Marketing ...

campaigncreators.com

Web1 ref

Artificial intelligence in personalized marketing: definition - RITS

rits.center

Web1 ref

Mastering AI Driven Personalization: Top Strategies for ... - NiCE

nice.com

Web1 ref

Best E-Commerce AI Tools to Boost Personalization & Sales

gotolstoy.com

Web1 ref

How AI-powered personalization enhances customer ...

contentstack.com

Web1 ref

Build smarter workflows with AI marketing automation - Sprout Social

sproutsocial.com

Web1 ref

AI in Email Marketing: A Complete Guide (2026) - Salesforce

salesforce.com

Web1 ref

10 AI Personalization Tools for Personalized Marketing

data-mania.com

Web1 ref

AI Marketing Automation: How AI Maximizes ROI - Creatio

creatio.com

Web1 ref

Competitive Landscape

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

Braze26 mentions

Segment26 mentions

Klaviyo20 mentions

Dynamic Yield15 mentions

Salesforce13 mentions

Salesforce Marketing Cloud12 mentions

Optimizely12 mentions

HubSpot12 mentions

Snowflake8 mentions

Twilio Segment8 mentions

Hang0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Hang's communication style and personality

Hang communicates with confident authority about AI and marketing technology while remaining accessible and practical. The tone is modern and forward-thinking, positioning the brand as an innovative leader without being overly technical or jargon-heavy. They emphasize tangible results and simplicity, using clean, direct language that appeals to busy marketing professionals who want solutions, not complexity.

Core Tone Traits

Confidently Innovative

Positions as a category leader with bold claims like 'The First AI Platform Built for Marketers'

Results-Oriented

Focuses on measurable outcomes like 4x engagement and 3x conversion rates

Refreshingly Simple

Emphasizes ease of use with phrases like 'No complex rip-and-replace required'

Professionally Modern

Uses contemporary tech language while remaining approachable to marketing audiences

Backing

Investors

Red Sea Ventures

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 24, 2026.