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Geneo
AI Visibility Report
01/14/2026
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
Productboard
6
0
Sentiment:
Score:95
Jira
7
0
Sentiment:
Score:92
Asana
4
0
Sentiment:
Score:83
4ProductPlan
4
0
Sentiment:
Score:83
5Airfocus
4
0
Sentiment:
Score:83
Referenced Domains Analysis
All 16 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1doran.app favicondoran.app
ChatGPT:
1
Perplexity:
1
Google AIO:
1
3
#2cpoclub.com faviconcpoclub.com
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
#3frill.co faviconfrill.co
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4whatfix.com faviconwhatfix.com
ChatGPT:
1
Perplexity:
1
Google AIO:
0
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

1975 Characters

BRAND (22)

Slack
Trello
Asana
Notion
ClickUp
Miro
Wrike
Jira
Aha!
Productboard
ProductPlan
Airfocus
Roadmunk
Featurebase
Doran
FigJam
Canny
Zeda.io
Frill
monday dev
UserJot
Savio

SUMMARY

ChatGPT provides an educational overview focusing on the importance of selecting the right roadmap tool for SaaS product managers. It highlights Productboard as a feedback-driven solution and mentions Aha! Roadmaps as an enterprise-grade option, emphasizing the connection between customer insights and strategic planning.

Perplexity

2686 Characters

BRAND (22)

Slack
Trello
Asana
Notion
ClickUp
Miro
Wrike
Jira
Aha!
Productboard
ProductPlan
Airfocus
Roadmunk
Featurebase
Doran
FigJam
Canny
Zeda.io
Frill
monday dev
UserJot
Savio

SUMMARY

Perplexity delivers a comprehensive analysis with a structured table format, listing top roadmap tools including ProductPlan, Roadmunk, Productboard, Airfocus, and Aha!. It emphasizes visual planning, prioritization features, and SaaS-specific capabilities like customer feedback integration and drag-and-drop interfaces.

Strategic Insights & Recommendations

Dominant Brand

Productboard emerges as the most consistently recommended tool across all platforms, with Aha! and Airfocus also receiving strong mentions.

Platform Gap

ChatGPT focuses on strategic importance, Perplexity provides detailed feature comparisons, while Google AIO emphasizes tool categorization and integration capabilities.

Link Opportunity

All platforms provide external links to detailed reviews and comparisons, creating opportunities for in-depth tool evaluation resources.

Key Takeaways for This Prompt

Productboard is consistently highlighted across platforms as a top choice for feedback-driven roadmap management.

Different platforms emphasize different aspects: strategic planning, feature comparison, and tool categorization respectively.

Integration capabilities with existing collaboration tools are increasingly important for SaaS product management workflows.

The market shows a clear distinction between comprehensive roadmap tools and specialized feedback collection platforms.

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