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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Profound

Visibility32

Vibe100

Businesses/Marketing Technology (MarTech)/Profound

AI Visibility & Sentiment

Profound

Profound is an enterprise-grade platform that enables businesses to monitor, analyze, and influence their brand presence within Large Language Models and AI search engines. By bridging the gap between AI insights and actionable content, it helps organizations optimize for the era of generative AI.

Active Monitoring

tryprofound.com

Marketing Technology (MarTech)Startups

AI Visibility Score

32/100

Low

Sentiment Score

100/100

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

aspirational

visionary

AI Perception

Summary

Profound commands strong recognition within Gemini as a definitive authority for AI-discovery tools, yet remains virtually absent from the crucial high-intent ecosystems of ChatGPT and AI Overviews. While current positioning successfully reaches the growth-focused founder and digital marketing director segments, the brand is failing to capture the technical SEO audience that is actively seeking AI-optimized search solutions.

Value Proposition

Profound is the first platform to bridge the gap between AI visibility insights and actionable content, powered by its proprietary 'Prompt Volumes' dataset of over 130 million real-world user conversations.

Overview

Mission

To build the infrastructure for the 'agentic' internet and enable brands to navigate the transition from traditional search to a world of superintelligence and AI-driven discovery.

Products & Services

Answer Engine InsightsPrompt VolumesProfound AgentsAgent AnalyticsConversation Explorer

Agent Breakdown

AI Platforms

How often do different AI platforms reference Profound?

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Conversation Analysis

Key Topics

What conversations is Profound included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Profound 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 AI Search Visibility(3 queries)

“what tools can show me how my brand appears inside chatgpt or gemini answers”

1/4 platforms mentioned

Core

ChatGPT

1.SiteSignal

2.BrandViz.AI

3.Sellm

4.GetMentioned

5.Unusual

+4 more

Claude

1.AIclicks

2.Spotlight

3.Peec AI

4.Authoritas

5.Profound

+3 more

Gemini

1.Rank Prompt

2.Otterly.ai

3.Peec AI

4.PromptRush

5.Semrush (AI Visibility Toolkit)

+5 more

AI Overviews

1.RankPrompt

2.Otterly AI

3.Peec AI

4.Keyword.com

5.Semrush One

+3 more

“best software for answer engine optimization and tracking brand mentions in AI”

1/1 platforms mentioned

Core

Gemini

1.Profound

2.Otterly.AI

3.Sight AI

4.Peec AI

5.Semrush (Semrush AI Visibility Toolkit)

+7 more

“how do i track what ai models are saying about my company”

0/1 platforms mentioned

Core

Gemini

1.Otterly.AI

2.Peec.ai

3.Waikay

4.Rank Prompt

5.Ahrefs (Brand Radar)

+3 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Profound to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

1Positive

0Neutral

0Negative

across 1 responses

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

Gemini

Positive

“…Profound (AI Visibility & Marketing Platform) ... Founded in 2024, it has rapidly become a leader in Generative Engine Optimization (GEO).…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Secures top-tier placements in Gemini for 'brand vibe check' and specialized queries regarding 'alternatives to BrightEdge'.

Strength

Successfully positioned as a niche leader for 'Answer Engine Optimization' tools among strategic-minded marketing leadership.

Strength

High mention rate and favorable positioning (1st place) in queries related to datasets for analyzing prompt performance.

Technical Health

Site Health for AI Visibility

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

90/100

18 passed 5 warnings

Audited 3/22/2026

Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO87

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

4 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Title is too short (23 characters)

Expand the title to 50-60 characters with descriptive keywords.

Meta description is too short (48 characters)

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

Content may be too short

Expand your content to at least 500 words with valuable information.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Profound's communication style and personality

Profound communicates with a tone that is highly authoritative, forward-thinking, and pragmatic. It positions itself as the essential infrastructure for the 'agentic' internet, speaking directly to sophisticated marketing leaders who need to navigate the shift from traditional search to AI-driven discovery. The voice is confident and data-backed, stripping away the hype surrounding AI to focus on concrete, measurable outcomes like visibility, citation share, and revenue attribution.

Core Tone Traits

Authoritative & Expert

Positions the brand as the definitive leader in Answer Engine Optimization (AEO).

Data-Driven & Analytical

Relies on proprietary datasets and clear metrics to prove value and drive strategy.

Pragmatic & Actionable

Focuses on solving real-world marketing problems rather than just discussing AI theory.

Forward-Thinking

Maintains a visionary outlook on the future of search and AI-driven discovery.

Competitive Landscape

Related Ecosystem

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

WordLift16 mentions

BrightEdge11 mentions

Perplexity10 mentions

Authoritas8 mentions

Profound7 mentions

Peec AI5 mentions

Brand245 mentions

Schema App5 mentions

Hugging Face5 mentions

Otterly AI4 mentions

InLinks4 mentions

Source Intelligence

Citations

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

sitesignal.app

https://sitesignal.app/ai-visibility/monitor-brand-mentions-chatgpt-gemini/

Referenced in 1 query

Review

brandviz.ai

https://www.brandviz.ai/

Referenced in 1 query

Review

sellm.io

https://sellm.io/post/how-to-know-if-chatgpt-is-recommending-your-brand

Referenced in 1 query

Review

llms.unusual.ai

https://llms.unusual.ai/monitor-brand-mentions-chatgpt-gemini

Referenced in 1 query

Review

axios.com

https://www.axios.com/2025/07/23/ai-bots-news-sources-chatgpt-claude

Referenced in 1 query

Review

platform.openai.com

https://platform.openai.com/docs/api-reference/chat/create-chat-completion

Referenced in 1 query

Review

ai.google.dev

https://ai.google.dev/docs/gemini_api_overview/

Referenced in 1 query

Review

searchable.com

https://www.searchable.com/blog/best-ai-search-monitoring-tools-for-chatgpt

Referenced in 1 query

Review

6 Best ChatGPT Rank Tracker Tools in 2026

https://aiclicks.io/blog/best-ai-search-monitoring-tools-for-chatgpt

Referenced in 1 query

Review

Top 12 Tools to Monitor and Manage Brand Reputation on ChatGPT and AI Platforms in 2026 - Spotlight Articles

https://www.get-spotlight.com/articles/top-12-tools-to-monitor-and-manage-brand-reputation-on-chatgpt-and-ai-platforms-in-2026/

Referenced in 1 query

Review

4 Best Tools to Track Gemini Search Visibility (2026) - Daily Emerald

https://dailyemerald.com/179502/promotedposts/4-best-tools-to-track-gemini-search-visibility-2026/

Referenced in 1 query

Review

7 Best Tools to Track Visibility in Google Gemini (2026) - The Rocky Mountain Collegian

https://collegian.com/sponsored/2026/02/7-best-tools-to-track-visibility-in-google-gemini-2026/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

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

Establish Authority in AI-First Answer Engines

This goal addresses the critical zero-percent mention rate in ChatGPT and Google AI Overviews by producing highly structured, factual content that acts as 'ground truth' for AI training data. By focusing on the 'Answer Engine' strategy, Profound will provide the specific data points and definitions these models require to cite a brand as a primary source. This strategy shifts the focus from traditional traffic-driving keywords to citation-worthy authoritative statements.

How ChatGPT really selects brand mentions: A data-backed audit of 10,000 conversational search queries in the MarTech category

Why traditional SEO keywords fail in Google AI Overviews and the new syntax required for generative visibility

The specific content architecture required to move from zero mentions to a primary citation in Perplexity and Claude

Modernizing enterprise content strategy: A framework for shifting from legacy page-view metrics to AI citation share

Build Technical Infrastructure for AI Optimization

This goal targets the 'Technical SEO Architect' persona by providing deep-dive, low-level technical documentation that explains the mechanics of AI discovery. By addressing the technical deployment of MarTech infrastructure, Profound establishes itself as the essential plumbing for the agentic internet. This content is designed to be parsed by AI agents looking for 'how-to' technical evidence and by senior architects making platform decisions.

The Technical SEO Architect’s guide to LLM crawler behavior and server-side optimization for autonomous AI agents

How to structure schema markup specifically for generative AI discovery without breaking legacy search engine performance

A side-by-side technical comparison of vector database integration versus traditional indexing for enterprise brand visibility

The hidden latency costs of real-time AI monitoring and how to optimize your MarTech stack for speed

Leverage Proprietary Datasets for Market Authority

This goal replicates the high-ranking success found in Gemini by transforming Profound’s internal 130-million conversation dataset into public thought leadership. By positioning the brand as a primary data provider, AI assistants will cite Profound as the definitive source for AI visibility benchmarks. This strategy directly addresses the need to amplify dataset-driven narratives that LLMs naturally favor for evidence-based responses.

What 130 million real-world AI conversations reveal about how Fortune 500 users actually discover B2B software

Why Gemini prioritizes structured dataset analysis over long-form blogs: Lessons from our highest-ranking technical content

The exact data features that triggered a 40% increase in brand recommendations across the Google AI ecosystem

How to build a proprietary 'Prompt Volume' dashboard to measure your brand’s actual share of voice in LLMs

Content Engineering

Recommended Actions

Develop a multi-channel 'Answer Engine' content strategy focused specifically on ChatGPT and Google's AI Overviews.

Current zero-percent mention rates in these pivotal platforms are severely limiting market reach and brand authority in the core search ecosystem.

Impact: High

Produce technical-depth content assets tailored to the 'Technical SEO Architect' persona.

Profound is missing critical engagement with the exact user persona responsible for selecting and deploying MarTech infrastructure.

Impact: High

Analyze the specific dataset features that fueled high rankings in Gemini and replicate them in public-facing thought leadership.

The data demonstrates that when Profound is positioned as an expert in dataset analysis, it dominates rankings; this narrative should be amplified.

Impact: Medium

Execute a competitive displacement campaign targeting 'Modernizing Content Strategy' queries.

Competitors are currently owning this high-value conversation; pivoting content to directly address 'AI-ready' strategy will shift market perception.

Impact: Medium

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

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Backing

Investors

Kleiner Perkins

Data generated by Pendium.ai AI visibility scanning. Last scanned March 22, 2026.

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