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

Get a demo

Scrunch

Visibility5

Vibe70

Businesses/Software/Scrunch

AI Visibility & Sentiment

Scrunch

Scrunch is an AI search optimization platform that helps businesses monitor, analyze, and optimize how their brands appear in AI assistants like ChatGPT, Perplexity, and Claude. The company provides tools for tracking AI visibility, understanding AI-driven citations, and optimizing content for AI consumption.

Active Monitoring

scrunchai.com

Software Startups

AI Visibility Score

5/100

Invisible

Sentiment Score

70/100

AI Perception

Summary

Scrunch possesses a powerful direct-brand identity that commands the top spot in 'vibe checks' on Claude and AI Overviews, yet it is completely missing from the high-stakes category discovery conversations where competitors like BrightEdge and Brandwatch dominate. This stark contrast reveals that while AI models know who Scrunch is, they do not yet associate the brand with the critical 'Monitoring and Analyzing AI Presence' or 'GEO' solutions that target customers are actively searching for. The brand is currently an isolated island of identity in a sea of competitive search traffic.

Value Proposition

Scrunch enables businesses to unlock the new way to reach customers by revealing how AI platforms talk about their brand and providing actionable insights to improve AI search visibility and citations.

Overview

Mission

AI platforms are the fastest growing technologies in history, and brands are no longer defined by what they say about themselves, but by what AI is saying to their customers. Scrunch exists to help businesses take control of their AI presence.

Products & Services

AI Monitoring & Insights PlatformAgent Experience Platform (AXP)Site Audits & Page OptimizationAI Search Trends AnalyticsEnterprise API & Integrations

Agent Breakdown

AI Platforms

How often do different AI platforms reference Scrunch?

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Conversation Analysis

Topics

What conversations is Scrunch included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Scrunch to, and when?

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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

Optimizing For AI Search (GEO)(3 queries)

“how do I get my brand to show up more in chatgpt and perplexity answers”

0/4 platforms mentioned

ChatGPT

1.Lighthouse

2.GTmetrix

3.Wikidata

4.Crunchbase

5.Glassdoor

+16 more

Claude

1.Perplexity

2.Semrush

3.Ahrefs

4.Moz

Gemini

1.Wikidata

2.GummySearch

3.G2

4.Capterra

5.TrustRadius

+10 more

AI Overviews

1.Salsify

2.GPTBot

3.Digital Marketing Institute

4.Krish TechnoLabs

5.Google-Extended

+2 more

“what's the best way to do a site audit for AI consumption, any specific tools to use”

0/3 platforms mentioned

Claude

1.Schema.org

2.Google's Rich Results Test

3.Screaming Frog SEO Spider

4.Merkle

5.DeepCrawl

+3 more

Gemini

1.BrightEdge

2.Lumar

3.Deepcrawl

4.WordLift

5.Screaming Frog SEO Spider

+5 more

AI Overviews

No brands listed

“give me a strategy to improve our brand's citations in AI search results”

0/4 platforms mentioned

ChatGPT

1.Screaming Frog

2.Sitebulb

3.Oncrawl

4.BrightEdge

5.SerpApi

+10 more

Claude

1.Schema.org

2.SEMrush

3.Crunchbase

4.Yext

5.Semrush Business Profile

+1 more

Gemini

1.WordLift

2.Wikidata

3.DBpedia

4.GitHub

5.arXiv

+9 more

AI Overviews

1.websell.io

2.Kreative Media

3.Crunchbase

4.G2

5.Firebrand Communications

Monitoring And Analyzing AI Presence(1 query)

“help me find a platform to track how often my company is cited by AI assistants”

1/4 platforms mentioned

ChatGPT

1.Brandwatch

2.Meltwater

3.Talkwalker

4.Mention

5.Awario

+26 more

Claude

1.Semrush AI Citation Tracker

2.Brandwatch

3.Talkwalker

4.BrightEdge

5.Meltwater

+1 more

Gemini

1.Nezra

2.BrightEdge

3.BrightEdge Generative Parser

4.Authoritas

5.Semrush

+2 more

AI Overviews

1.Peec AI

2.Otterly.ai

3.Profound AI

4.Waikay

5.Scrunch AI

+3 more

Evaluating AI Visibility Software(1 query)

“best reviewed software for monitoring brand mentions in LLMs like Claude and Gemini”

0/4 platforms mentioned

ChatGPT

1.Brandwatch

2.Meltwater

3.Sprinklr

4.Talkwalker

5.Mention

+25 more

Claude

1.Lakera Guard

2.Arthur AI

3.Humanloop

4.Supabase

5.Firebase

+3 more

Gemini

1.BrightEdge

2.Generative Parser

3.Authoritas

4.Brandwatch

5.Iris

+3 more

AI Overviews

1.Semrush AI Toolkit

2.Semrush

3.Otterly.AI

4.Peec AI

5.Profound

+5 more

Enterprise Agent Experience (AXP) Integration(1 query)

“what is an agent experience platform and how does it help a marketing team”

0/4 platforms mentioned

ChatGPT

1.Salesforce

2.HubSpot

3.Segment

4.Tealium

5.Google Analytics 4

+24 more

Claude

1.Zendesk

2.Intercom

3.Freshdesk

4.Salesforce Service Cloud

Gemini

1.Zendesk

2.Salesforce Service Cloud

3.Salesforce Marketing Cloud

4.Einstein AI

5.Gladly

+5 more

AI Overviews

1.Adobe for Business

2.DataGroomr, LLC

3.Aprimo

4.Adobe Experience Platform Agent Orchestrator

5.Salesforce Agentforce

+3 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Excellent brand entity recognition in direct 'vibe check' queries, securing #1 positions in Claude and AI Overviews.

Strength

Organic traction in AI Overviews for 'Monitoring and Analyzing AI Presence' queries, outperforming the brand's presence on other platforms.

Strength

Strong sentiment profile when the brand is successfully cited, indicating a high-quality existing brand reputation.

Gap

Zero visibility across ChatGPT, Claude, and Gemini for all category-generic and intent-based queries.

Gap

Complete failure to capture the 'Enterprise SEO Strategist' and 'High-Growth Marketing Lead' personas, who are currently being directed to SEMrush and BrightEdge.

Gap

Total absence in the emerging 'Agent Experience Platform (AXP)' and 'GEO' query spaces, leaving a vacuum for competitors to define the category.

Opportunity

Bridge the 'Identity-Category Gap' by aggressively linking the Scrunch brand name to the specific keywords where competitors like Meltwater and Yext are winning.

Opportunity

Capitalize on the existing AI Overviews visibility in 'Monitoring and Analyzing AI Presence' by creating long-form, data-driven guides that use this exact phrasing.

Opportunity

Exploit the high visibility of competitors like SEMrush and Ahrefs by creating 'alternative to' or 'AI-first comparison' content to intercept their traffic.

Technical Health

Site Health for AI Visibility

How well Scrunch's website is optimized for AI agent discovery and comprehension.

94/100

19 passed 2 warnings

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG95

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Meta description is too short (54 characters)

Expand the description to 150-160 characters with a clear value proposition.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Scrunch's communication style and personality

Scrunch communicates with confident expertise while remaining accessible and practical. The brand voice balances technical authority with approachable clarity, using data and customer success stories to validate claims. There's an underlying sense of urgency about the AI-first future, but it's delivered with helpful guidance rather than fear-mongering. The tone is professional yet conversational, often using clear metaphors like 'flipping on a light switch' to explain complex concepts.

Core Tone Traits

Authoritative & Expert

Positions as the leading AI search optimization team with deep technical knowledge

Practical & Actionable

Focuses on tangible results, actionable insights, and clear next steps

Forward-Thinking & Urgent

Emphasizes the AI-first future and the importance of acting now

Approachable & Clear

Makes complex AI concepts accessible through plain language and relatable examples

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Scrunch

SEMrush18 mentions

BrightEdge16 mentions

Brandwatch15 mentions

Ahrefs11 mentions

Meltwater11 mentions

Yext8 mentions

LangChain7 mentions

Perplexity7 mentions

Mention7 mentions

Brand247 mentions

Scrunch1 mention

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

How to Improve Brand Visibility in AI Search Engines

https://www.sealglobalholdings.com/blog/how-to-improve-brand-visibility-in-ai-search-engines

Referenced in 1 query

Review

How to Optimise Your Content for ChatGPT & LLM Answer ...

https://www.linkedin.com/pulse/how-optimise-your-content-chatgpt-llm-answer-engines-alex-velinov-gewef

Referenced in 2 queries

Pitch Story

AI Search Optimization Guide: Win LLM Discovery in 2026

https://www.krishtechnolabs.com/blog/ai-search-optimization-llm-discovery-guide/

Referenced in 1 query

Review

How to Optimize Content for AI Search and Discovery

https://digitalmarketinginstitute.com/blog/optimize-content-for-ai-search

Referenced in 2 queries

Review

How to Optimize Your Brand for LLMs and AI Search | COHN

https://cohnmarketing.com/llm-brand-visibility-optimization/

Referenced in 2 queries

Review

How to Make Your Brand Appear in ChatGPT Responses ...

https://www.linkedin.com/pulse/how-make-your-brand-appear-chatgpt-responses-2026-edition-ahmed-hamad-0dkdf

Referenced in 1 query

Pitch Story

How To Do Generative Engine Optimization (GEO) for Ecommerce

https://www.salsify.com/blog/how-to-do-generative-engine-optimization-geo-for-ecommerce

Referenced in 1 query

Review

How do you boost visibility in ChatGPT/Perplexity? : r/localseo - Reddit

https://www.reddit.com/r/localseo/comments/1r01tkr/how_do_you_boost_visibility_in_chatgptperplexity/

Referenced in 1 query

Join Discussion

Generative Engine Optimization for Brands - MikMak

https://www.mikmak.com/ai-shopping-generative-engine-optimization-for-brands

Referenced in 1 query

Review

AI Search Content Optimization: The Complete Guide (2025)

https://www.beebyclarkmeyler.com/what-we-think/guide-to-content-optimzation-for-ai-search

Referenced in 2 queries

Review

How do you keep your brand visible in AI answers? - Reddit

https://www.reddit.com/r/ArtificialInteligence/comments/1pi35ct/how_do_you_keep_your_brand_visible_in_ai_answers/

Referenced in 1 query

Join Discussion

What is GEO? Generative Engine Optimization Explained ...

https://www.youtube.com/watch?v=wKkaAVLD5yk

Referenced in 1 query

Pitch Story

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Scrunch's resources to help users.

Launch Category-Entity Association PR Campaign

Address the critical gap between Scrunch's brand recognition and category association by executing a strategic PR campaign linking Scrunch to 'AI Search Optimization' and 'AXP' categories. This involves securing placements in high-authority publications and creating technical documentation that LLMs will reference when users ask about AI visibility tools. Social media will amplify these placements and reinforce category positioning through consistent messaging.

Why 'AI Search Optimization' is the new SEO and what brands need to know now

The complete guide to AXP: How AI Experience Optimization differs from traditional search

5 signals that tell LLMs your brand belongs in the AI visibility category

How we helped a Fortune 500 brand become the top AI-recommended solution in their space

Rebuild Site Architecture for AI Consumption

Tackle the 100% failure rate on 'Optimizing for AI Search' queries by implementing LLM-friendly schema, structured data, and content architecture that AI assistants can easily parse and cite. This technical overhaul ensures Scrunch moves from 'NOT MENTIONED' to actively cited in AI responses. Social content will educate audiences on these best practices while demonstrating Scrunch's expertise.

The schema markup checklist that makes your site AI-assistant friendly

Why your perfect SEO score means nothing to ChatGPT and how to fix it

Inside look: The technical changes that got us cited by Perplexity in 30 days

Structured data for AI: What LLMs actually read on your website

Before and after: How proper site architecture transformed our AI visibility score

Dominate AI Presence Monitoring Query Cluster

Capitalize on the one non-branded query cluster where Scrunch already appears in AI Overviews by creating comprehensive content around 'Monitoring and Analyzing AI Presence.' This represents the fastest path to expanded visibility since LLMs already associate Scrunch with this topic. Social media will drive engagement with monitoring-focused content and position Scrunch as the definitive authority.

The 7 metrics that reveal how AI assistants really perceive your brand

How to audit your brand's AI presence in under 60 minutes

What your competitors know about their AI visibility that you don't

Real-time AI monitoring: Why monthly reports are already outdated

Create Technical White Papers for Enterprise SEO Strategists

Address zero visibility among Enterprise SEO Strategist personas by developing high-level technical white papers that speak directly to expert practitioners. These in-depth resources will position Scrunch as a sophisticated tool worthy of enterprise recommendation by LLMs. Social channels will distribute key insights and drive white paper downloads while building credibility with technical audiences.

The enterprise playbook: Integrating AI visibility into your existing SEO stack

Technical deep-dive: How LLMs evaluate and rank brand authority

Why enterprise SEO teams are adding AI visibility to their 2026 KPIs

Advanced tactics: Programmatic approaches to improving AI citation rates

The SEO strategist's framework for measuring AI search ROI

Content Engineering

Recommended Actions

Execute a Category-Entity Association Campaign.

Since LLMs already recognize Scrunch as a brand (Entity), you must now use high-authority PR and technical documentation to programmatically link that entity to 'AI Search Optimization' and 'AXP' categories.

Impact: High

Optimize site architecture for AI Consumption and GEO.

Scrunch failed 100% of the 'Optimizing for AI Search' queries; implementing LLM-friendly schema and structured data is critical to move from 'NOT MENTIONED' to a citation.

Impact: High

Target the 'Monitoring and Analyzing AI Presence' query cluster.

This was the only non-branded query that triggered a mention in AI Overviews; doubling down here provides the fastest path to expanding visibility.

Impact: Medium

Develop Persona-Specific white papers for SEO Strategists.

Zero visibility for the Enterprise SEO Strategist persona means Scrunch is not being recommended as a tool for experts; high-level technical content is needed to flip this.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

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Backing

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Homebrew

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.

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Frequently asked questions

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AI Visibility Score

Scrunch has an AI visibility score of 16/100, rated as invisible. This score reflects how often and how prominently Scrunch appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Excellent brand entity recognition in direct 'vibe check' queries, securing #1 positions in Claude and AI Overviews.
Organic traction in AI Overviews for 'Monitoring and Analyzing AI Presence' queries, outperforming the brand's presence on other platforms.
Strong sentiment profile when the brand is successfully cited, indicating a high-quality existing brand reputation.

Visibility Gaps

Zero visibility across ChatGPT, Claude, and Gemini for all category-generic and intent-based queries.
Complete failure to capture the 'Enterprise SEO Strategist' and 'High-Growth Marketing Lead' personas, who are currently being directed to SEMrush and BrightEdge.
Total absence in the emerging 'Agent Experience Platform (AXP)' and 'GEO' query spaces, leaving a vacuum for competitors to define the category.

Competitors in AI Recommendations

SEMrush: 18 mentions
BrightEdge: 16 mentions
Brandwatch: 15 mentions
Ahrefs: 11 mentions
Meltwater: 11 mentions
Yext: 8 mentions
LangChain: 7 mentions
Perplexity: 7 mentions
Mention: 7 mentions
Brand24: 7 mentions
Wikidata: 6 mentions
Talkwalker: 6 mentions
Looker Studio: 6 mentions
WordLift: 6 mentions
Screaming Frog: 6 mentions

Categories: Software

Tags: Startups