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 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

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.

Working in your favor

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

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

Gaps to close

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

Zero visibility with the 'Automation-First Lifecycle Manager' persona, a critical buyer group that relies on ChatGPT and Claude for tool discovery

Failure to appear in hospitality-specific queries, despite the platform's relevance to smart segmentation for service-oriented consumer brands

Opportunities

Capture the 'modern alternative' narrative by optimizing for queries comparing Hang to legacy providers like Salesforce Marketing Cloud

Develop authoritative content around 'AI-driven loyalty program ideas' to intercept the top-of-funnel research phase where competitors currently hold 100% share of voice

Leverage the high-intent 'smart customer segmentation tool' query space which is currently fragmented among several competitors

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	0	0	0	0
“What do you know about Hang? What do they do and what's their reputation?”	No	No	No	No
Core5q Product/service category queries	0	0	0	0
“how can I use AI to send personalized offers to my customers automatically”	No	No	No	No
“give me ideas for a modern AI-driven loyalty program for a coffee shop chain”	No	No	No	No
“what's the best smart customer segmentation tool for a hospitality brand”	No	No	No	No
“what are the best all-in-one marketing platforms for retail brands that handle data and loyalty together”	No	No	No	No
“recommend some modern alternatives to legacy marketing clouds for a fast-growing restaurant chain”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“most trusted AI marketing platforms for consumer brands right now”	No	No	No	No
“help me simplify my marketing tech stack, i'm tired of paying for 5 different tools that don't talk to each other”	No	No	No	No

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

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

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

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

“what are the best all-in-one marketing platforms for retail brands that handle data and loyalty together”

“recommend some modern alternatives to legacy marketing clouds for a fast-growing restaurant chain”

“most trusted AI marketing platforms for consumer brands right now”

“help me simplify my marketing tech stack, i'm tired of paying for 5 different tools that don't talk to each other”

Competitive Landscape

Braze

26 mentions

Segment

26 mentions

Klaviyo

20 mentions

Dynamic Yield

15 mentions

Salesforce

13 mentions

Salesforce Marketing Cloud

12 mentions

Optimizely

12 mentions

HubSpot

12 mentions

Snowflake

8 mentions

Twilio Segment

8 mentions

Hang

0 mentions

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

Hang

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 Marketing Technology

Start gettingrecommended by AI.

Frequently asked questions

Hang

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 Marketing Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.