Use Cases

AI Sentiment Analyzer for Ad Feedback

Quickly analyze and tag customer comments on ads by sentiment — positive, neutral, or negative — with AI.

Integrations

Overview

Reviewing thousands of ad comments is slow and manual. This AI sentiment analyzer helps internal marketing and analytics teams scan feedback faster.It connects to ad platforms (Facebook, Instagram, TikTok) and uses OpenAI or Gemini to automatically tag each comment as positive, neutral, or negative.Users can filter by campaign, export insights, or click to read flagged comments.This helps teams spot what resonates (and what doesn't) without reading every single comment.

Retool Features Used

Table component: display comments, sentiment, date, campaign

Tags or colored badges for sentiment: green (positive), gray (neutral), red (negative)

Filter dropdowns (campaign, date range, sentiment)

API queries to fetch comments and send text to AI model

Button to export filtered results

Recognition

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