X Feed Analysis → ChatGPT Insights → Weekly Report

advanced25 minPublished Apr 23, 2026
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Automatically analyze engagement patterns from X's AI-curated feeds and generate strategic insights for social media managers and marketers.

Workflow Steps

1

Make

Collect feed engagement data

Configure Make to pull posts from your X custom feeds weekly, capturing metrics like likes, retweets, replies, and post times. Store data in a Google Sheets database with timestamp and engagement rate calculations.

2

ChatGPT

Analyze patterns and generate insights

Send the compiled engagement data to ChatGPT via API with a prompt asking for pattern analysis, top-performing content themes, optimal posting times, and strategic recommendations based on the data trends.

3

Google Docs

Create formatted weekly report

Automatically generate a professional weekly report document with ChatGPT's insights, key metrics, trending topics, and actionable recommendations. Include charts from Google Sheets data and format for stakeholder sharing.

4

Gmail

Email report to stakeholders

Schedule automatic email delivery of the completed report to your marketing team, executives, or clients every Monday morning with a summary email highlighting the top 3 insights from the week.

Workflow Flow

Step 1

Make

Collect feed engagement data

Step 2

ChatGPT

Analyze patterns and generate insights

Step 3

Google Docs

Create formatted weekly report

Step 4

Gmail

Email report to stakeholders

Why This Works

Combines X's AI-curated content discovery with ChatGPT's analytical capabilities to transform raw social data into actionable strategic insights without manual analysis.

Best For

Social media managers and agencies who need data-driven insights from social media performance

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