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

LaunchNotes

Visibility67

Vibe100

Businesses/Software/LaunchNotes

AI Visibility & Sentiment

LaunchNotes

LaunchNotes is a product communication platform designed for enterprise teams to centralize product updates, align internal teams, and engage customers. The platform transforms how companies communicate product releases, roadmaps, and feature updates across multiple channels.

Active Monitoring

launchnotes.com

Software Startups

AI Visibility Score

67/100

Good

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe LaunchNotes today.

LaunchNotes has successfully established itself as the premier choice for release communication and centralizing product updates, yet it remains critically invisible in the high-stakes conversations regarding feature adoption and customer feedback cycles. While the brand enjoys a significant performance edge in Gemini and AI Overviews, it is currently losing the narrative in ChatGPT and Claude to generalist tools like Slack and Jira.

Value Proposition

The only complete product communications platform that unifies multi-channel product announcements, roadmaps, and feedback collection in one place—turning product updates from static changelogs into growth drivers.

Overview

Mission

To transform product communication from scattered, ignored updates into strategic, impactful moments that drive feature adoption, team alignment, and business growth.

Products & Services

Product Updates & Release Notes PlatformInteractive Product RoadmapsCustomer Feedback Collection & ManagementIn-App Embedded WidgetMulti-Channel Announcement Distribution

Current State

Visibility Landscape

A high-level view of how LaunchNotes 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	50	32	90	92
Core Topics Product/service category queries	12	6	47	20
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Slack

44 mentions

Jira

37 mentions

Notion

34 mentions

Pendo

32 mentions

Zapier

31 mentions

Beamer

30 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant performance in Google-ecosystem AI (Gemini and AI Overviews), frequently securing the #1 position for release note centralization and trusted product communication queries.

Strength

High resonance with the Growth-Focused Product Marketer persona, achieving a 56% mention rate and strong positioning for tactical execution queries.

Strength

Strong brand authority during 'vibe checks,' indicating that LLMs have a clear and positive understanding of the core value proposition when asked directly.

Recommended Actions

Develop a dedicated 'Feature Adoption' content pillar focused on B2B SaaS use cases.

The brand currently has 0% visibility in this category, while competitors like Pendo and Beamer are consistently cited as leaders.

Optimize technical documentation and case studies for ChatGPT and Claude ingestion.

With mention rates as low as 13% on these platforms, LaunchNotes is missing the most influential LLMs for enterprise buyers.

Refine messaging to target the 'Enterprise VP' persona with ROI-centric narratives.

Current visibility is skewed toward tactical marketers; capturing leadership interest requires a shift from 'announcements' to 'business impact' and 'retention'.

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

Scaling Product Communication & Internal Alignment(3 queries)

“how to keep sales and success teams in the loop on product updates without sending manual emails every week”

3/4 platforms mentioned

Adjacent

ChatGPT

1.Slack

2.Teams

3.Jira

4.GitHub

5.Productboard

+24 more

Claude

1.Slack

2.Teams

3.Jira

4.Asana

5.Linear

15.LaunchNotes

+11 more

Gemini

1.Slack

2.Microsoft Teams

3.Zapier

4.Make.com

5.Jira

8.LaunchNotes

+9 more

AI Overviews

1.Aha!

2.Productboard

3.Slack

4.LaunchNotes

5.AnnounceKit

+11 more

“help me build a process for coordinating product announcements across different channels like slack and email”

1/4 platforms mentioned

Adjacent

The Enterprise VP of Product · VP of Product

ChatGPT

1.Slack

2.Jira

3.GitHub

4.Confluence

5.Notion

+41 more

Claude

1.Slack

2.Google Doc

3.Notion

4.Pendo

5.Jira Product Discovery

+4 more

Gemini

1.Jira Product Discovery

2.Jira

3.Pendo

4.LaunchNotes

5.Slack

+12 more

AI Overviews

1.Slack

2.Loom

3.Blueshift

4.Slack Workflow Builder

5.Asana

+1 more

“best way to centralize release notes for an enterprise B2B company so customers can actually find them”

2/4 platforms mentioned

Core

The Enterprise VP of Product · VP of Product

ChatGPT

1.Jira

2.Slack

3.Confluence

4.CRM

5.Salesforce

+22 more

Claude

1.Pendo

2.Gartner

3.Coda

4.Document360

5.Docsie

+8 more

Gemini

1.Jira Product Discovery

2.Jira

3.Zapier

4.LaunchNotes

5.Pendo

+2 more

AI Overviews

1.LaunchNotes

2.Aha!

3.Appcues

4.ProductLift

5.Slack

+1 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.

community.hubspot.com

Web1 ref

Introducing our New Slack Channel Integration - LaunchNotes

updates.launchnotes.com

Web1 ref

Keep the Team Informed About Product Updates in Slack

aha.io

Web1 ref

Track workspace updates using a Slack notification feed

support.productboard.com

Web1 ref

Automate Sales Activities - HubSpot Community

community.hubspot.com

Web1 ref

Streamline release notes creation with Confluence and Jira - Atlassian

atlassian.com

Web1 ref

Smart AI Release Notes for Jira | Atlassian Marketplace

marketplace.atlassian.com

Web1 ref

10 Best Tools to Manage Sales Content and Proposals - Inventive AI

inventive.ai

Web1 ref

(AI powered) Automated Release Notes & Reports for Jira

marketplace.atlassian.com

Web1 ref

12 Best Product Management Tools | Atlassian

atlassian.com

Web1 ref

14 Best Product Management Tools (Plus Tips from Senior PMs)

amplitude.com

Web1 ref

8 Steps For How To Automate Release Notes - AnnounceKit

announcekit.app

Web1 ref

15 Best Slack Integrations & Apps [2026 Guide] - Matter

matterapp.com

Web1 ref

5 Best Sales Enablement Tools to Boost Rep Productivity in 2026

everstage.com

Web1 ref

Feature Adoption Guide: What Is It & How to Improve It - Appcues

appcues.com

Web1 ref

Competitive Landscape

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

Slack44 mentions

Jira37 mentions

Notion34 mentions

Pendo32 mentions

Zapier31 mentions

Beamer30 mentions

Appcues28 mentions

LaunchNotes23 mentions

Productboard22 mentions

Salesforce21 mentions

HubSpot20 mentions

Brand Identity

Brand Voice & Style

How AI perceives LaunchNotes's communication style and personality

LaunchNotes communicates with confident expertise while remaining approachable and solution-oriented. The brand voice is direct and purposeful, speaking to the pain points of product teams with empathy and understanding. They use a conversational yet professional tone that positions them as experienced practitioners who've lived through the challenges their customers face. The messaging emphasizes outcomes and business impact over features, with a subtle sense of pride in building something better than the status quo.

Core Tone Traits

Confident & Expert

Speaks with authority about product communication challenges, backed by real customer results and industry knowledge

Empathetic & Understanding

Acknowledges the frustrations of scattered product updates and ignored release notes with genuine understanding

Outcome-Focused

Consistently ties features to business results like ARR, engagement rates, and team alignment

Direct & Clear

Uses straightforward language without jargon, making complex product operations concepts accessible

Backing

Investors

Cowboy 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 28, 2026.

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Frequently asked questions

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AI Visibility Score

LaunchNotes has an AI visibility score of 36/100, rated as low. This score reflects how often and how prominently LaunchNotes appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Dominant performance in Google-ecosystem AI (Gemini and AI Overviews), frequently securing the #1 position for release note centralization and trusted product communication queries.
High resonance with the Growth-Focused Product Marketer persona, achieving a 56% mention rate and strong positioning for tactical execution queries.
Strong brand authority during 'vibe checks,' indicating that LLMs have a clear and positive understanding of the core value proposition when asked directly.

Visibility Gaps

Total absence in queries related to driving feature adoption and organizing customer feedback, allowing competitors like Pendo and Appcues to own the 'Product Growth' category.
Significant visibility deficit in Claude (13%) and ChatGPT (25%), the primary tools used by executive-level personas for strategic decision-making.
Underperformance with the Enterprise VP of Product persona, where mention rates drop to 19%, suggesting a lack of high-level strategic content.

Competitors in AI Recommendations

Slack: 44 mentions
Jira: 37 mentions
Notion: 34 mentions
Pendo: 32 mentions
Zapier: 31 mentions
Beamer: 30 mentions
Appcues: 28 mentions
Productboard: 22 mentions
Salesforce: 21 mentions
HubSpot: 20 mentions
Amplitude: 18 mentions
Confluence: 17 mentions
Intercom: 17 mentions
Canny: 17 mentions
Segment: 16 mentions

Categories: Software

Tags: Startups