GBuild monthly Instagram listening reports in Gamma
Use EmbedSocial's Instagram listening report agent to turn Instagram mentions, UGC, hashtags, and audience feedback into a monthly report.
InstagramClaudeOne connection. Runs on your live EmbedSocial data.
What does it do?
Connect EmbedSocial with Claude or ChatGPT and Gamma to create an agent that reviews Instagram listening data and turns it into a client-ready report. The agent can summarize mention volume, top posts, recurring themes, sentiment, product feedback, campaign highlights, and recommendations for the next month.
Useful for
- Building Instagram listening reports: summarize monthly Instagram mentions and UGC activity.
- Creating client-ready deliverables: turn social listening data into a structured report or deck.
- Tracking Instagram audience feedback: spot recurring praise, complaints, questions, and content opportunities.
How to set up
- 1
Create your EmbedSocial account
Sign up for a free EmbedSocial trial to connect your Instagram sources and turn on the MCP.
Start free trial - 2
Connect your Instagram sources in EmbedSocial
Add mentions, hashtags, accounts, or UGC sources you want to report on.
- 3
Set up the EmbedSocial MCP in Claude or ChatGPT
Paste the MCP URL into Claude or ChatGPT and authorize access with your EmbedSocial account.
- 4
Prepare Gamma
Open Gamma and confirm you can create a report or presentation from a prompt or outline.
- 5
Run the prompt
Ask Claude or ChatGPT to summarize the Instagram data and prepare a Gamma-ready report.
Note: Depending on the connectors you are using, you may be prompted to authenticate your platform connections by logging into your accounts.
Real-world use case
Imagine you manage Instagram reporting for a client and need a polished monthly summary. Instead of copying posts, screenshots, and metrics manually, you ask Claude or ChatGPT:
Using the EmbedSocial MCP, pull this month's Instagram mentions and UGC posts from [source]. Create a monthly Instagram listening report with mention volume, top posts, sentiment, recurring themes, product feedback, campaign highlights, and recommendations. Format the output as a Gamma-ready report outline with slide titles and short slide copy.
The agent reviews your Instagram content in EmbedSocial and prepares a structured report outline that can be turned into a Gamma presentation.
More Analytics automations
Compare Instagram competitor hashtags in Google Sheets
Using the EmbedSocial MCP, pull Instagram posts from [source] tracking #[brand one] and #[brand two]. Calculate share of voice, track daily post volume for each hashtag, break down sentiment as positive, negative, neutral, or sarcastic for each brand, group posts into recurring conversation themes, and list the top related hashtags for each brand. Export the results into Google Sheets with a raw data tab and a summary dashboard.
Google SlidesBuild an Instagram competitor comparison report in Google Slides
Using the EmbedSocial MCP, pull Instagram posts from [source] tracking #[brand one] and #[brand two]. Calculate share of voice, daily volume trend, sentiment breakdown, main conversation themes, and top related hashtags for each brand. Export the output as a Google Slides presentation with slide titles and short slide copy, including a methodology slide and suggested next steps.
Send weekly social proof report to Slack
Using the EmbedSocial MCP, pull last-7-days widget analytics (post clicks, lightbox opens, CTA clicks), identify top movers, and post a weekly social proof report to #growth in Slack.
Put your social content to work from any AI tool
EmbedSocial is the social media automation platform for UGC and reviews: connect the MCP, then run any workflow from a prompt.