Social media reporting automations
Automate your social media reporting. Connect EmbedSocial to Claude or ChatGPT and turn your widget and review data into recurring reports, posted to Slack or logged to Google Sheets, all from a prompt.
Send LinkedIn Mentions to Slack
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] posted in the last 24 hours. For each mention, write a one-line summary and include the author, sentiment, and post link. Flag any negative mentions or questions that need a reply. Post the results to the #[channel] Slack channel.
Track LinkedIn Mentions in Google Sheets
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] for the last [30] days. For each mention, log the author, date, post text, link, sentiment, and main theme. Export the results into Google Sheets with a mentions log tab and a summary tab showing weekly mention volume, sentiment breakdown, and top themes.
Analyze LinkedIn Post Performance in Google Sheets
Using the EmbedSocial MCP, pull posts from our LinkedIn company page in [widget] for the last [90] days. Pull available website widget post clicks, icon clicks, lightbox opens, and CTA clicks for the same period, with one row per day. Keep the company post inventory separate from widget-level metrics. Do not infer per-post LinkedIn performance or posting-time recommendations from widget totals. Export the results into Google Sheets with a raw data tab, a widget metrics tab, and a summary with three recommendations.
Build a Monthly LinkedIn Analytics Report in Gamma
Using the EmbedSocial MCP, pull our LinkedIn company page posts and LinkedIn mentions from [widget] for [last month] and [the month before]. Calculate total collected posts and mentions, and month-over-month change. Pull available website widget post clicks, icon clicks, lightbox opens, and CTA clicks separately. These measure website widget activity, not LinkedIn platform performance. Include 5 example posts, the top 5 authors by mention frequency, the sentiment breakdown of mentions, and the main themes. Report missing metrics as unavailable rather than estimating them. Then use Gamma to create a 10-slide report with an executive summary, key metrics, example posts, mentions, themes, and three recommendations for next month.
Rank LinkedIn Brand Advocates in Google Sheets
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] for the last [90] days. Group the posts by author and rank each author by number of mentions, number of active weeks, and average sentiment. Sort them into three tiers: top advocates, rising advocates, and one-time mentioners. Export the results into Google Sheets with a ranked advocates tab, a top posts tab with links, and a raw data tab.
Compare TikTok Competitor Hashtags in Google Sheets
Using the EmbedSocial MCP, pull my TikTok videos from [widget] and the competitor videos added as sources. Extract every hashtag from the captions. For each brand, calculate how often each hashtag is used, average engagement per hashtag, and the top 10 hashtags by engagement. List the hashtags the competitor uses that I don’t. Export the results into Google Sheets with a raw data tab, a hashtag comparison tab, and a summary with recommendations.
Build Monthly TikTok Listening Reports in Gamma
Using the EmbedSocial MCP, pull my TikTok account videos and TikTok mention videos from [widget] for [last month] and [the month before]. For both my videos and mentions, calculate total videos, total engagement, and month-over-month change. Find the top 5 videos by engagement, the top 5 creators mentioning the brand, the sentiment breakdown of mentions, and the main trending themes. Then use Gamma to create a 10-slide report with an executive summary, key metrics, top content, creators, sentiment, themes, and three recommendations for next month.
Create an event hashtag recap report in Google Docs
Using the EmbedSocial MCP, pull all posts from [widget] tracking #[event hashtag] between [start date] and [end date]. Calculate total posts, posts per day, total engagement, top 10 posts by engagement, and top 10 contributors. Group the main themes and overall sentiment. Write a recap report in Google Docs with an executive summary, key numbers, top posts with links, and themes, and export the raw post data into a Google Sheet.
Compare Instagram Reels vs. feed reach in Google Sheets
Using the InvisibleAPI MCP, get Instagram account insights for [account] for the last 30 days. Request two separate reach breakdowns: one by media product type (Reels, feed posts, Stories), and one by follow type (followers vs. non-followers). Keep the breakdowns separate. Do not calculate non-follower reach per format. Export the results into Google Sheets with a raw data tab and a summary comparison with a recommendation on content mix.
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.
Build 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.
Build monthly Google Reviews executive reports
Using the EmbedSocial MCP, pull all Google Reviews from the last calendar month, plus the month before it as a baseline, for [business/location]. Summarize average rating, review volume, rating trend versus the month before, top praise themes, top complaint themes, and recommended actions. Create a formatted executive report in Google Docs with clear headings and a short summary at the top.
Build monthly Threads listening reports in Gamma
Using the EmbedSocial MCP, pull this month's Threads posts from [source]. Create a monthly listening report with mention volume, sentiment breakdown, top posts, recurring themes, risks, opportunities, and recommendations for next month. Format the output as a Gamma-ready report outline with slide titles and short slide copy.
Export Instagram product feedback into Google Sheets
Using the EmbedSocial MCP, pull Instagram mentions and UGC posts from [source]. Extract product feedback, complaints, feature requests, recurring questions, and praise. Group the feedback by theme, count how often each theme appears, include example posts, and export the results into Google Sheets.
Export TikTok campaign sentiment into Google Sheets
Using the EmbedSocial MCP, pull TikTok campaign posts from my TikTok mentions and added videos where the caption contains [campaign keyword]. Analyze sentiment as positive, negative, or neutral, identify recurring reactions, highlight the top 10 posts by engagement, and export the results into Google Sheets.
Build monthly Instagram listening reports in Gamma
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.
Compare X competitor mentions and keywords in Google Sheets
Using the EmbedSocial MCP, pull X posts from [widget] tracking hashtags, mentions, and keywords for [brand one] and [brand two]. Calculate share of voice, sentiment breakdown, and main conversation themes for each brand across all tracked terms. Export the results into Google Sheets with a raw data tab and a summary comparison.
How to set up
- 1
Connect your social media sources in EmbedSocial
Add the social media accounts, hashtags, and sources you want to work with.
- 2
Set up the EmbedSocial MCP in Claude or ChatGPT
Paste the EmbedSocial MCP URL (https://embedsocial.com/admin/mcp) into Claude, ChatGPT, or any MCP tool, then sign in with your EmbedSocial account to authorize access.
- 3
Run a prompt
Copy any prompt below into your AI tool and let the agent run it on your live EmbedSocial data.
Would rather build it into your own product than run it from a prompt? The same posts, mentions, reviews and widget analytics are available through the social media API.
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.