Export Threads sentiment analysis into Google Sheets

What does it do?

Connect EmbedSocial with Google Sheets and Claude or ChatGPT to create an agent that analyzes Threads mentions from your connected sources and exports the results into a spreadsheet. Instead of reading every mention manually, the agent groups posts by sentiment, theme, topic, and urgency, then creates a clean Google Sheets report your team can review.

Useful for

• Running Threads sentiment analysis: see whether brand mentions are positive, negative, neutral, or mixed.
• Finding recurring audience themes: group repeated questions, complaints, praise, and product comments.
• Creating shareable listening reports: export structured insights into Google Sheets for marketing, support, or leadership teams.

How to export Threads sentiment analysis into Google Sheets

1. Create your EmbedSocial account. Sign up for a free EmbedSocial trial to connect your social sources and turn on the MCP.
2. Connect your Threads sources in EmbedSocial. Add the Threads accounts, mentions, keywords, or widgets you want the agent to analyze.
3. Connect Google Sheets in your AI tool. Make sure your AI environment can create or update a Google Sheet.
4. Set up the EmbedSocial MCP in Claude or ChatGPT. Paste the MCP URL into Claude or ChatGPT and authorize access with your EmbedSocial account.
5. Run the prompt. Ask Claude or ChatGPT to analyze Threads mentions and export the sentiment report into Google Sheets.

Note: Depending on the connectors you are using, you may be prompted to authenticate your platform connections by logging into your accounts.

The agent reviews the Threads content available in EmbedSocial, groups mentions by sentiment and topic, then creates a spreadsheet with clear columns for post text, author, sentiment, theme, urgency, and recommended action.

Prefer to build this into your own app instead of running it from a prompt? The same posts, mentions, reviews and widget analytics are available through the social media API.