Pendium
Productboard
Productboard
Visibility77
Vibe100
Businesses/Software/Productboard
Productboard
AI Visibility & Sentiment

Productboard

Productboard is an AI-powered product management platform that helps product teams synthesize customer feedback, create product roadmaps, and make data-driven prioritization decisions. Trusted by over 6,000 leading product teams including Autodesk, Zoom, and Salesforce, they enable organizations to build products that truly matter to customers.

Active Monitoring
productboard.com
SoftwareStartups
AI Visibility Score
77/100

Good

Sentiment Score
100/100
AI Perception

Summary

Productboard has achieved an impressive level of brand authority in AI-driven discovery, securing the #1 position across all tested platforms for brand-specific 'vibe checks' and demonstrating near-total dominance on Google Gemini. The brand is the definitive recommendation for Scaling Product Operations, though it faces a critical challenge in maintaining consistent top-tier visibility within the rapidly evolving AI-powered product management category.

Value Proposition

AI-powered product management platform that combines customer feedback synthesis, strategic roadmapping, and intelligent prioritization to help product teams ship faster and build what customers actually need

Overview

Productboard is an AI-powered product management platform that helps product teams synthesize customer feedback, create product roadmaps, and make data-driven prioritization decisions. Trusted by over 6,000 leading product teams including Autodesk, Zoom, and Salesforce, they enable organizations to build products that truly matter to customers.

Mission

To help companies make products that matter

Products & Services
Productboard Spark - AI platform for product managersProduct Roadmapping softwareCustomer Insights and Feedback ManagementStrategic Planning and Prioritization toolsProduct Portal for customer engagement
Agent Breakdown

AI Platforms

How often do different AI platforms reference Productboard?

Loading explorer...
Conversation Analysis

Topics

What conversations is Productboard included in — or excluded from?

Loading explorer...
Buyer Personas

Personas

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

Loading explorer...
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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Scaling Product Operations And Strategy(2 queries)

“how do I scale product operations for a 200 person engineering team”

4/4 platforms mentioned

ChatGPTChatGPT
1.Backstage
2.PagerDuty
3.Opsgenie
4.Jira
5.Confluence
6.Productboard

+36 more

ClaudeClaude
1.Snowflake
2.BigQuery
3.Redshift
4.Amplitude
5.Mixpanel
13.Productboard

+11 more

GeminiGemini
1.Productboard
2.Dragonboat
3.Jira
4.Aha!
5.Amplitude

+8 more

AI OverviewsAI Overviews
1.Pendo
2.LeadDev
3.Jira
4.Productboard
5.Amplitude

+1 more

“help me build a product strategy framework for a b2b saas company”

1/3 platforms mentioned

ClaudeClaude
1.Confluence
2.Aha!
3.Jira Product Discovery
4.Centercode
5.Pendo Feedback

+3 more

GeminiGemini
1.Excel
2.Confluence
3.Aha!
4.Jira Product Discovery
5.Dragonboat
7.Productboard

+9 more

AI OverviewsAI Overviews
1.PayPro Global
2.Amplitude
3.Cometly
4.Eppo
5.Datadog
AI Powered Product Management(1 query)

“best ai tools for product managers to summarize customer feedback”

3/4 platforms mentioned

ChatGPTChatGPT
1.Dovetail
2.Thematic
3.GPT-4
4.GPT-4o
5.Condens
11.Productboard

+27 more

ClaudeClaude
1.Dovetail
2.Thematic
3.Fireflies.io
4.Notion AI
5.Notion

+1 more

GeminiGemini
1.Viable
2.Enterpret
3.UnitQ
4.Dovetail
5.Sprig
7.Productboard

+5 more

AI OverviewsAI Overviews
1.Bagel AI
2.Dovetail
3.Zeda.io
4.Slack
5.Productboard

+9 more

Centralizing Customer Feedback(1 query)

“i have way too much customer feedback in slack and zendesk, how do i organize it all into one place”

4/4 platforms mentioned

ChatGPTChatGPT
1.Slack
2.Zendesk
3.Jira
4.Linear
5.Productboard

+24 more

ClaudeClaude
1.Slite
2.Confluence
3.Canny
4.Productboard
5.Notion

+4 more

GeminiGemini
1.Productboard
2.UserVoice
3.Canny
4.Enterpret
5.Viable

+6 more

AI OverviewsAI Overviews
1.Slack
2.Zendesk
3.Canny
4.Productboard
5.Pylon

+5 more

Product Management Platform Evaluation(1 query)

“most trusted product management platforms for enterprise teams”

4/4 platforms mentioned

ChatGPTChatGPT
1.Aha!
2.Productboard
3.Jira Software
4.Atlassian
5.Jira Align

+16 more

ClaudeClaude
1.Atlassian Jira Product Discovery
2.Atlassian
3.ProductBoard
4.Pendo
5.Airfocus

+3 more

GeminiGemini
1.Jira
2.Azure DevOps
3.Aha!
4.Productboard
5.Slack

+12 more

AI OverviewsAI Overviews
1.Wrike
2.Aha!
3.Productboard
4.Slack
5.Zendesk

+13 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Unmatched authority on Google Gemini with a 100% mention rate and a market-leading average position of 3.8.

Strength

Primary recommendation for the Technical Product Manager persona, achieving an 88% mention rate and high-ranking positions.

Strength

Clear winner in the 'Scaling Product Operations' category, frequently sweeping the #1 spot across ChatGPT, Claude, and Gemini simultaneously.

Strength

Absolute brand clarity with 100% visibility and #1 rankings on all platforms when users ask specifically about the brand's value proposition.

Gap

Inconsistent performance in the 'AI-Powered Product Management' category, where visibility drops as low as position #11 on ChatGPT.

Gap

25% visibility gap on Claude and AI Overviews, indicating a lack of indexed technical depth or structured data that these specific models prioritize.

Gap

Underperformance in feedback centralization queries on ChatGPT (position #11) compared to stronger rankings on Gemini and Claude.

Opportunity

Displace generalist incumbents like Slack and Jira by framing Productboard as the purpose-built 'intelligence layer' for customer feedback.

Opportunity

Capture the 'AI summarization' narrative by aggressively mapping feature sets to queries regarding Slack and Zendesk feedback management.

Opportunity

Leverage existing dominance in Google Gemini to secure a permanent 'Recommended' status in AI Overviews for enterprise product management evaluations.

Technical Health

Site Health for AI Visibility

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

91/100
17 passed 4 warnings
Audited 2/28/2026
Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO88

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

11 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 (10 characters)

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

!

Meta description may be truncated (301 characters)

Shorten to under 160 characters.

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

!

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan
Brand Identity

Brand Voice & Style

How AI perceives Productboard's communication style and personality

Productboard communicates with confident expertise while remaining approachable and customer-focused. Their voice balances professional authority on product management topics with genuine enthusiasm for helping teams succeed. They use clear, action-oriented language that emphasizes outcomes and impact, often incorporating data points and customer testimonials to build credibility. The tone is modern and forward-thinking, particularly when discussing AI capabilities, while maintaining warmth through collaborative language like 'together' and 'we.'

Core Tone Traits

Expert & Authoritative

Demonstrates deep product management knowledge while educating the market on best practices

Customer-Centric

Consistently emphasizes user needs, customer feedback, and building products that matter

Action-Oriented

Uses clear, direct language focused on outcomes, efficiency, and shipping faster

Collaborative & Inclusive

Emphasizes teamwork, alignment, and bringing cross-functional teams together

Competitive Landscape

Related Ecosystem

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

1Productboard41 mentions
2Slack23 mentions
3Jira22 mentions
4Zendesk21 mentions
5Aha!20 mentions
6Notion19 mentions
7Confluence18 mentions
8Amplitude18 mentions
9Dovetail15 mentions
10Pendo14 mentions
11Zapier12 mentions
Source Intelligence

Citations

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

The Product Operating Model for Platform Engineering teams

https://platformengineering.org/blog/getting-started-with-the-product-operating-model-for-platform-engineering-teams

Referenced in 1 query

Review
Product operations - Atlassian

https://www.atlassian.com/agile/product-management/product-operations

Referenced in 1 query

Review
Scaling a product organization isn't just about adding more ...

https://www.linkedin.com/posts/melissajeanperri_scaling-a-product-organization-isnt-just-activity-7282376696106823680-4XRD

Referenced in 1 query

Pitch Story
5 Tips on Scaling a Product Organization for Growth in 2022

https://dragonboat.io/blog/tips-on-scaling-product-outcome/

Referenced in 1 query

Review
How to prove the impact of your product ops team - Pendo

https://www.pendo.io/resources/how-to-prove-the-impact-of-your-product-ops-team/

Referenced in 1 query

Review
Scaling your Product Team: When and How to Start - UserVoice

https://www.uservoice.com/blog/scaling-your-product-team

Referenced in 1 query

Review
Product Operations Framework

https://www.youtube.com/watch?v=zvmndodlvmo&t=34

Referenced in 1 query

Pitch Story
Understanding the Four Pillars of Product Operations - Reforge

https://www.reforge.com/guides/understanding-product-operations-and-infrastructure

Referenced in 1 query

Review
5 Proven Ways to Scale Operations Without Hiring - Udemy Business

https://business.udemy.com/blog/5-ways-to-scale-operations-without-hiring/

Referenced in 1 query

Review
8 principles for effectively scaling engineering teams - LeadDev

https://leaddev.com/velocity/8-principles-effectively-scaling-engineering-teams

Referenced in 1 query

Review
Scaling Your Product Management Team: From Lone Wolf to Pack

https://www.uservoice.com/blog/scaling-your-product-management-team

Referenced in 1 query

Review
Scaling Your Team From 5 to 250 Engineers: A Complete Guide

https://dev.to/carmonara/scaling-your-team-from-5-to-250-engineers-a-complete-guide-dpa

Referenced in 1 query

Review
Content Engineering

Recommended Actions

!

Optimize technical documentation for 'AI-powered feedback summarization' to improve ChatGPT and AI Overview rankings.

Productboard currently drops to position #11 for AI-tool-specific queries on ChatGPT; narrowing this gap is essential to capturing the high-intent PM audience.

Impact: High
!

Implement a 'Claude-specific' content strategy focusing on product strategy frameworks and B2B SaaS logic.

Claude's 75% mention rate suggests a data gap; providing more structured strategy frameworks will help capture the remaining 25% visibility.

Impact: High
~

Develop targeted 'Scaling Series B' content that explicitly mentions Slack and Zendesk integrations.

Since competitors like Slack and Zendesk are frequently mentioned, Productboard must position itself as the necessary strategic layer above these tools to win the Founder persona.

Impact: Medium
~

Defend the 'Product Operations' category by refreshing thought leadership on engineering-to-product scaling.

Productboard is currently the leader here; maintaining this position prevents niche competitors like Aha! and Dovetail from gaining a foothold.

Impact: Medium

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

Book a Free Strategy Session
Backing

Investors

C
Craft Ventures
Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.

Explore Software

View all
Aurora Solar
Aurora Solar
89/100
Supabase
Supabase
84/100
Rippling
Rippling
83/100
Outreach
Outreach
81/100
Asana
Asana
80/100
Linear
Linear
73/100
Sourcegraph
Sourcegraph
72/100
Hootsuite
Hootsuite
71/100
Inngest
Inngest
69/100
Hex
Hex
69/100
ClickUp
ClickUp
69/100
Intercom
Intercom
68/100

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.