Ask AI: A cornerstone for your product insights
July 17, 2025
Written by Bihan Jiang
Customer support is evolving fast. AI agents now handle millions of conversations across channels with speed, consistency, and scale. But behind every ticket is something even more valuable: insight. Customers are constantly revealing what’s broken, confusing, or missing, but those signals are buried in unstructured data.
That’s why we built Ask AI, your data assistant for surfacing product insights from customer conversations. Just ask a question and Ask AI analyzes the relevant conversations to deliver answers. Whether you’re validating a roadmap idea, digging into low-CSAT trends, or preparing for a weekly product review, Ask AI helps you move faster with evidence you can trust.
Too much data, too little time
Support conversations are a goldmine of signals, but no one has time to read them all. Most teams rely on manual reviews and route questions through UX researchers or data scientists to synthesize themes or run analyses. It’s a slow, resource-intensive process that doesn't scale.
To close the gap, many companies built Voice of the Customer programs. But even these efforts aren’t comprehensive. Critical issues slip through and resurface later as rising support volume, churn risks, or missed product opportunities.
Teams need a faster, more reliable way to tap into what customers are saying while it still matters.
A smarter way to analyze conversations
Ask AI provides teams with a real-time, scalable tool to transform support conversations into actionable insights. It helps you move from raw transcripts to actionable insight in minutes.
With Ask AI, teams can:
- Spot recurring issues before they escalate like complaints or points of confusion
- Understand customer sentiment and themes at scale over any time period and filters
- Inform product and CX decisions backed by evidence to validate roadmap bets and prioritize improvements
Take onboarding, for example. You can filter by channel (e.g., chat), tag (e.g., “onboarding”), and sentiment (e.g., low CSAT), then ask: “Can you summarize the biggest blockers new users are facing?” Ask AI scans relevant conversations, identifies patterns, and returns a clear summary of what’s going wrong, how often, and what to focus on.
Built for product and CX teams
Decagon customers aren’t using Ask AI just to keep up with support volume. They’re using it to accelerate discovery and shape product direction. One product lead described it as “like having a user researcher in your back pocket.” Teams use it to prep insight decks, guide sprint planning with real-time data, and monitor which issues are growing or emotionally charged.
Beyond surfacing insights, Ask AI can improve your CX team’s workflow. Customers use it to identify what Watchtower flags to set or where an AOP might be missing key context. By connecting insight to action, Ask AI acts as both a UX research tool and a workflow optimizer within the Decagon platform.
Insights with context and confidence
Ask AI works with your existing filters, such as CSAT score, escalation flags, and channels, so insights are always grounded in what you’re investigating. Because it draws from a broad, deep pool of data, its analysis is rich, nuanced, and actionable. Instead of relying on gut feelings or scattered anecdotes, you enter meetings with quantified evidence and a clear understanding of what matters most.
Ask about refund complaints, and you won’t just get responses like “refunds are a pain point.” You’ll see that international customers are confused about timelines, or that mobile users are missing the confirmation step. These are product-level insights you can act on.
Ask better questions. Build smarter products.
If you’re sitting on thousands of support conversations and only hearing from the loudest ones, you’re missing the full picture.
Ask AI gives every team access to customer insights so you can quickly act on what matters most. Then, use those insights to improve workflows by informing how you design Watchtower flags and AOPs.
Ready to see what your conversations are telling you? If you’re a Decagon customer, ask your first question in the Decagon dashboard today. New to Decagon? Request a demo to see what Ask AI and the rest of our platform can do for your team.
Ask AI: A cornerstone for your product insights
Ask AI helps product and CX teams turn customer conversations into actionable insights that shape roadmaps and streamline workflows.
Customer support is evolving fast. AI agents now handle millions of conversations across channels with speed, consistency, and scale. But behind every ticket is something even more valuable: insight. Customers are constantly revealing what’s broken, confusing, or missing, but those signals are buried in unstructured data.
That’s why we built Ask AI, your data assistant for surfacing product insights from customer conversations. Just ask a question and Ask AI analyzes the relevant conversations to deliver answers. Whether you’re validating a roadmap idea, digging into low-CSAT trends, or preparing for a weekly product review, Ask AI helps you move faster with evidence you can trust.
Too much data, too little time
Support conversations are a goldmine of signals, but no one has time to read them all. Most teams rely on manual reviews and route questions through UX researchers or data scientists to synthesize themes or run analyses. It’s a slow, resource-intensive process that doesn't scale.
To close the gap, many companies built Voice of the Customer programs. But even these efforts aren’t comprehensive. Critical issues slip through and resurface later as rising support volume, churn risks, or missed product opportunities.
Teams need a faster, more reliable way to tap into what customers are saying while it still matters.
A smarter way to analyze conversations
Ask AI provides teams with a real-time, scalable tool to transform support conversations into actionable insights. It helps you move from raw transcripts to actionable insight in minutes.
With Ask AI, teams can:
- Spot recurring issues before they escalate like complaints or points of confusion
- Understand customer sentiment and themes at scale over any time period and filters
- Inform product and CX decisions backed by evidence to validate roadmap bets and prioritize improvements
Take onboarding, for example. You can filter by channel (e.g., chat), tag (e.g., “onboarding”), and sentiment (e.g., low CSAT), then ask: “Can you summarize the biggest blockers new users are facing?” Ask AI scans relevant conversations, identifies patterns, and returns a clear summary of what’s going wrong, how often, and what to focus on.
Built for product and CX teams
Decagon customers aren’t using Ask AI just to keep up with support volume. They’re using it to accelerate discovery and shape product direction. One product lead described it as “like having a user researcher in your back pocket.” Teams use it to prep insight decks, guide sprint planning with real-time data, and monitor which issues are growing or emotionally charged.
Beyond surfacing insights, Ask AI can improve your CX team’s workflow. Customers use it to identify what Watchtower flags to set or where an AOP might be missing key context. By connecting insight to action, Ask AI acts as both a UX research tool and a workflow optimizer within the Decagon platform.
Insights with context and confidence
Ask AI works with your existing filters, such as CSAT score, escalation flags, and channels, so insights are always grounded in what you’re investigating. Because it draws from a broad, deep pool of data, its analysis is rich, nuanced, and actionable. Instead of relying on gut feelings or scattered anecdotes, you enter meetings with quantified evidence and a clear understanding of what matters most.
Ask about refund complaints, and you won’t just get responses like “refunds are a pain point.” You’ll see that international customers are confused about timelines, or that mobile users are missing the confirmation step. These are product-level insights you can act on.
Ask better questions. Build smarter products.
If you’re sitting on thousands of support conversations and only hearing from the loudest ones, you’re missing the full picture.
Ask AI gives every team access to customer insights so you can quickly act on what matters most. Then, use those insights to improve workflows by informing how you design Watchtower flags and AOPs.
Ready to see what your conversations are telling you? If you’re a Decagon customer, ask your first question in the Decagon dashboard today. New to Decagon? Request a demo to see what Ask AI and the rest of our platform can do for your team.
