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

Cove

Visibility0

Vibe50

Businesses/Artificial Intelligence & Software/Cove

AI Visibility & Sentiment

Cove

Cove is an AI collaboration platform that reimagines how humans work with artificial intelligence. Unlike traditional chatbots, Cove provides a shared workspace where users and AI can build off each other's ideas, edit content together in real-time, and create personalized applications on demand.

Active Monitoring

cove.ai

Artificial Intelligence & Software Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Cove today.

Cove is currently a ghost in the machine, yielding the entire conversational AI landscape to legacy incumbents like Notion and Miro despite offering a solution built for the exact workflows users are querying. This total absence across high-intent searches for collaborative workspaces and custom app generation represents a critical disconnect between Cove's innovation and its discoverability in the generative AI era.

Working in your favor

Cove currently possesses a 'clean slate' brand narrative, unburdened by legacy sentiment or incorrect tool associations that plague established competitors like Jira and Slack.

The brand's core value proposition aligns perfectly with underserved queries regarding high-efficiency web research and team-based AI trust.

Gaps to close

Total lack of visibility in the 'Collaborative Team Workspaces' category, where Notion and Notion AI are capturing over 50 combined mentions.

Zero recognition for the specific pain point of 'copy-pasting ChatGPT answers into docs,' a direct problem Cove is engineered to solve.

Complete absence across all tested personas, particularly the High-Growth Product Manager who currently defaults to Figma and Slack for internal workflows.

Opportunities

Dominate the 'AI-native workspace' niche by aggressively targeting queries related to custom workflow and internal app generation where competitors like FigJam are weak.

Capture the Academic Researcher persona by positioning as the primary alternative to disjointed chat-and-doc workflows.

Highest-Impact Actions

Implement an LLM-targeted technical content strategy focusing on 'collaborative AI workspaces.'

Cove is missing from 100% of queries where users are actively seeking solutions for team-based AI collaboration.

Develop and publish high-authority documentation specifically addressing the 'chat-to-document' workflow gap.

Queries regarding the frustration of copy-pasting from ChatGPT are currently being won by competitors who do not solve the problem as natively as Cove.

Optimize the brand's 'vibe check' data by seeding technical whitepapers and use cases into datasets used by Claude and Gemini.

Current failure to return results for direct brand queries indicates a lack of indexing in the training data of major LLMs.

Value Proposition

Cove transforms AI from a simple Q&A chatbot into a true collaborative partner. It delivers answers to a shared workspace rather than chat threads, enables real-time multiplayer collaboration, creates personalized apps just-in-time, and learns from everything you add to the space.

Overview

Mission

A new way to explore, plan, and work together with AI.

Products & Services

AI collaborative workspace platformReal-time multiplayer AI collaborationPersonalized app generationWeb research accelerationBrowser extension

Current State

Visibility Landscape

A high-level view of how Cove 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	70	70	70	70
“What do you know about Cove? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core5q Product/service category queries	0	0	0	0
“we're planning a massive product launch as a team, what's a good ai tool that lets us all edit a shared canvas together in real-time?”	No	No	No	No
“how can i build a simple custom app for my team's internal data without knowing how to code, any tools that do this automatically?”	No	No	No	No
“i need to do a deep dive on market trends for 2026, what's the best tool for web research acceleration that helps me organize findings?”	No	No	No	No
“i'm tired of copy-pasting chatgpt answers into docs, is there an ai that works inside a shared workspace where my team can collaborate?”	No	No	No	No
“help me find an ai collaborative workspace platform for a remote marketing team, what specific software should we use?”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“what are the most trusted ai platforms for teams that care about collaboration rather than just q&a?”	No	No	No	No

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

Yes

“we're planning a massive product launch as a team, what's a good ai tool that lets us all edit a shared canvas together in real-time?”

“how can i build a simple custom app for my team's internal data without knowing how to code, any tools that do this automatically?”

“i need to do a deep dive on market trends for 2026, what's the best tool for web research acceleration that helps me organize findings?”

“i'm tired of copy-pasting chatgpt answers into docs, is there an ai that works inside a shared workspace where my team can collaborate?”

“help me find an ai collaborative workspace platform for a remote marketing team, what specific software should we use?”

“what are the most trusted ai platforms for teams that care about collaboration rather than just q&a?”

Competitive Landscape

Notion

36 mentions

Miro

26 mentions

Notion AI

22 mentions

Figma

21 mentions

Slack

21 mentions

Jira

17 mentions

Coda

15 mentions

FigJam

11 mentions

Coda AI

11 mentions

MURAL

10 mentions

Cove

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Cove currently possesses a 'clean slate' brand narrative, unburdened by legacy sentiment or incorrect tool associations that plague established competitors like Jira and Slack.

Strength

The brand's core value proposition aligns perfectly with underserved queries regarding high-efficiency web research and team-based AI trust.

Gap

Total lack of visibility in the 'Collaborative Team Workspaces' category, where Notion and Notion AI are capturing over 50 combined mentions.

Recommended Actions

Implement an LLM-targeted technical content strategy focusing on 'collaborative AI workspaces.'

Cove is missing from 100% of queries where users are actively seeking solutions for team-based AI collaboration.

Develop and publish high-authority documentation specifically addressing the 'chat-to-document' workflow gap.

Queries regarding the frustration of copy-pasting from ChatGPT are currently being won by competitors who do not solve the problem as natively as Cove.

Optimize the brand's 'vibe check' data by seeding technical whitepapers and use cases into datasets used by Claude and Gemini.

Current failure to return results for direct brand queries indicates a lack of indexing in the training data of major LLMs.

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

Collaborative Team Workspaces(3 queries)

“we're planning a massive product launch as a team, what's a good ai tool that lets us all edit a shared canvas together in real-time?”

0/4 platforms mentioned

Core

ChatGPT

1.Miro

2.MURAL

3.Canva Whiteboards

4.Figma

5.FigJam

+21 more

Claude

1.Figma

2.Miro

3.Excalidraw

4.Notion

5.Google Workspace

Gemini

1.Miro

2.Mural

3.Mural Intelligence

4.FigJam

5.Figma

+2 more

AI Overviews

1.Miro

2.FigJam

3.Mural

4.Miro Assist

5.Jira

+7 more

“i'm tired of copy-pasting chatgpt answers into docs, is there an ai that works inside a shared workspace where my team can collaborate?”

0/4 platforms mentioned

Core

The Solopreneur Content Strategist · Content Strategist & Freelance Writer

ChatGPT

1.Notion AI

2.Notion

3.Coda

4.Coda AI

5.Writer

+19 more

Claude

1.Notion AI

2.Notion

3.Google Docs

4.Coda

5.Slite

+1 more

Gemini

1.Notion AI

2.Notion

3.Coda

4.ClickUp

5.ClickUp AI

+2 more

AI Overviews

1.Notion

2.Vibe Inc

3.RingCentral

4.The Writers For Hire

5.ClickHelp

+11 more

“help me find an ai collaborative workspace platform for a remote marketing team, what specific software should we use?”

0/4 platforms mentioned

Core

The Solopreneur Content Strategist · Content Strategist & Freelance Writer

ChatGPT

1.ClickUp

2.ClickUp AI

3.Notion

4.Writer

5.Notion AI

+16 more

Claude

1.Notion AI

2.Slack

3.Notion

4.Monday.com

5.Coda

+1 more

Gemini

1.Notion

2.Coda

3.Guild.com

4.Monday.com

AI Overviews

1.ClickUp

2.ClickUp Brain

3.Notion

4.Notion AI

5.Monday.com

+10 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.

Best Brainstorming Tools for Teams in 2025: A Complete Guide

storyflow.so

Cove

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Cove

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.