AIInsightsTab

AI-powered analytics with summary, themes, recommendations, and Q&A

Overview

AIInsightsTab provides AI-powered analysis of survey/form response data. It displays an executive summary, key themes with sentiment analysis, prioritized recommendations, and a conversational Q&A interface for asking questions about the data.

Key Features

Executive summary with refresh capability
Key themes with sentiment indicators (positive/neutral/negative)
Prioritized recommendations (high/medium/low)
Conversational Q&A with suggested questions
Minimum 10 submissions required for insights
Background job processing via Inngest

Examples

With Insights Data

Demo with mock data showing all insight sections.

Executive Summary

This survey received 847 responses with an 89% completion rate. The majority of respondents (67%) rated the product positively, with particular enthusiasm for the mobile experience. Key areas of concern include pricing transparency and onboarding complexity. Enterprise users showed higher satisfaction levels compared to individual users, suggesting the product better serves team use cases.

Generated: 1/30/2026, 3:32:50 AM

Key Themes

Mobile Performance

Positive

Users consistently praised the mobile app experience and responsiveness

34 mentions

Pricing Concerns

Negative

Multiple users expressed confusion about pricing tiers and feature limits

28 mentions

Onboarding Flow

Neutral

The initial setup process was mentioned as needing simplification

22 mentions

Feature Requests

Neutral

Users requested better integration with third-party tools

19 mentions

Recommendations

1
Prioritize mobile optimization
High Priority
Continue investing in mobile performance as it is the primary driver of positive sentiment
2
Simplify pricing structure
High Priority
Consider a clearer pricing page with feature comparison to address confusion
3
Streamline onboarding
Medium Priority
Reduce initial setup steps and add a quick-start option for new users

Ask About This Data

Empty State

State shown when no insights have been generated yet.

Executive Summary

No insights generated yet. Click refresh to analyze your data.

Ask About This Data

Insufficient Data State

Shown when resource has fewer than 10 submissions.

Insights require at least 10 completed submissions

Completed: 5

Props Reference

Prop	Type	Default	Description
`resourceId`	`string`	`required`	The ID of the resource to fetch/generate insights for
`submissionCount`	`number`	`required`	Current submission count to check against minimum threshold (10 required)

Usage

import { AIInsightsTab } from '@/features/resources';

// In your analytics page component:
<AIInsightsTab
  resourceId={resource.id}
  submissionCount={analytics.universal.completed}
/>

// The component handles:
// - Fetching cached insights via useResourceInsights hook
// - Triggering new insight generation via useRefreshInsights
// - Q&A functionality via useAskAboutData
// - Minimum submission threshold check (10 required)

Prop

Type

Default

Description

resourceId

string

required

The ID of the resource to fetch/generate insights for

submissionCount

number

required

Current submission count to check against minimum threshold (10 required)

import { AIInsightsTab } from '@/features/resources'; // In your analytics page component: <AIInsightsTab resourceId={resource.id} submissionCount={analytics.universal.completed} /> // The component handles: // - Fetching cached insights via useResourceInsights hook // - Triggering new insight generation via useRefreshInsights // - Q&A functionality via useAskAboutData // - Minimum submission threshold check (10 required)