feedbackThemesTool

1. Install the package

npm install @tpmjs/feedback-themes

pnpm add @tpmjs/feedback-themes

yarn add @tpmjs/feedback-themes

bun add @tpmjs/feedback-themes

deno add npm:@tpmjs/feedback-themes

2. Import the tool

import { feedbackThemesTool } from '@tpmjs/feedback-themes';

3. Use with AI SDK

import { generateText } from 'ai';
import { openai } from '@ai-sdk/openai';
import { feedbackThemesTool } from '@tpmjs/feedback-themes';

const result = await generateText({
  model: openai('gpt-4o'),
  tools: { feedbackThemesTool },
  prompt: 'Your prompt here...',
});

console.log(result.text);

Use Case

Use this tool to analyze customer feedback, identify common themes, track sentiment trends, and prioritize product improvements based on customer voice.

Limitations

Sentiment analysis is keyword-based. For complex sentiment, consider using an AI model. Requires sufficient feedback volume for meaningful themes.

Examples

• Analyze product reviews to identify improvement areas
• Extract themes from NPS survey comments
• Track sentiment trends across feedback channels

Signature

(feedback: string[]) => Promise<unknown>

Tags