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AI Visibility Report
12/15/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
roadmaptoolsforSaaSproductmanagers

Are you in the answers when your customers ask AI?

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Brand Performance Across AI Platforms
All 21 brands referenced across AI platforms for this prompt
Jira
15
2
Sentiment:
Score:95
Productboard
8
2
Sentiment:
Score:79
Frill
7
2
Sentiment:
Score:77
4ProductPlan
7
0
Sentiment:
Score:72
5Airfocus
4
1
Sentiment:
Score:68
Referenced Domains Analysis
All 15 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1frill.co faviconfrill.co
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#2doran.app favicondoran.app
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#3cpoclub.com faviconcpoclub.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4atlassian.com faviconatlassian.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#5featurebase.app faviconfeaturebase.app
ChatGPT:
0
Perplexity:
0
Google AIO:
2
2

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

2353 Characters

BRAND (22)

Trello
Asana
Notion
ClickUp
Miro
Jira
Mixpanel
Amplitude
Aha!
Productboard
ProductPlan
Craft.io
Airfocus
Roadmunk
FigJam
FeatureOS
Dragonboat
Canny
Zeda.io
Frill
Chisel
Jira Align

SUMMARY

Provides an educational overview of roadmap tools for SaaS product managers, emphasizing the importance of selecting the right tool for team alignment and stakeholder communication. Highlights Productboard as a feedback-driven solution and mentions Aha! Roadmaps for enterprise organizations, focusing on connecting customer insights to strategic planning.

Perplexity

3523 Characters

BRAND (22)

Trello
Asana
Notion
ClickUp
Miro
Jira
Mixpanel
Amplitude
Aha!
Productboard
ProductPlan
Craft.io
Airfocus
Roadmunk
FigJam
FeatureOS
Dragonboat
Canny
Zeda.io
Frill
Chisel
Jira Align

SUMMARY

Offers a strategic, analytical approach to selecting roadmap tools based on specific use cases and existing workflows. Categorizes tools by purpose (strategic vs tactical roadmaps) and provides clear guidance on tool selection criteria, emphasizing the importance of matching tools to roadmap types and integration needs.

Google AIO

1520 Characters

BRAND (22)

Trello
Asana
Notion
ClickUp
Miro
Jira
Mixpanel
Amplitude
Aha!
Productboard
ProductPlan
Craft.io
Airfocus
Roadmunk
FigJam
FeatureOS
Dragonboat
Canny
Zeda.io
Frill
Chisel
Jira Align

SUMMARY

Delivers a comprehensive overview of roadmapping tools organized by categories including integrated platforms, feedback-driven tools, and flexible visual solutions. Covers both specialized roadmap tools and general project management platforms, emphasizing the integration of customer feedback, analytics, and business goals.

Strategic Insights & Recommendations

Dominant Brand

Productboard emerges as a consistently recommended solution across platforms, with Jira and Aha! also receiving strong mentions for their strategic capabilities.

Platform Gap

ChatGPT focuses on detailed tool descriptions, Perplexity emphasizes strategic selection criteria, while Google AIO provides the broadest categorization of tool types.

Link Opportunity

All platforms provide external links to tool websites and comparison resources, with Google AIO offering the most extensive link collection for further research.

Key Takeaways for This Prompt

Tool selection should align with specific roadmap types (internal, executive, or customer-facing) and existing workflow integrations.

Feedback-driven platforms like Productboard and Canny are essential for customer-centric roadmap development.

Enterprise organizations benefit from comprehensive solutions like Aha! and Jira Align that connect strategy to execution.

Visual and flexible tools like Miro and FigJam complement specialized roadmap platforms for collaborative planning sessions.

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