Build Monthly TikTok Listening Reports in Gamma
Use EmbedSocial’s TikTok listening report agent to turn a month of TikTok activity around your brand into a presentation-ready deck.
One connection. Runs on your live EmbedSocial data.
What does it do?
Connect EmbedSocial with Claude or ChatGPT and Gamma to create an agent that pulls your own TikTok videos and the videos that mention your brand from the past month. The agent calculates video volume, engagement, month-over-month change, top videos, top creators, sentiment, and trending themes. It then builds a branded report deck in Gamma.
Useful for
- Replacing manual monthly reporting: go from raw TikTok data to a finished deck in one prompt;
- Seeing your content and your community together: your own video performance next to what creators say about you;
- Reporting to clients and leadership: a polished Gamma deck you can share as a link or export.
How to build Monthly TikTok Listening Reports in Gamma
- Create your EmbedSocial account. Sign up for a free EmbedSocial trial to connect TikTok tracking and turn on the MCP.
- Add your TikTok sources. Connect your brand’s TikTok account and add mentions so you capture creators talking about you.
- Let the widget collect videos. Keep it running for at least two months so you have a previous month to compare against.
- Connect Gamma in your AI tool. Add the Gamma connector to Claude or ChatGPT and log in to your Gamma account.
- Set up the EmbedSocial MCP in Claude or ChatGPT. Paste the MCP URL into your AI tool and authorize access with your EmbedSocial account.
- Run the prompt. Ask your AI tool to build the monthly report in Gamma. Save the prompt and run it again at the start of each month.
Note: Depending on the connectors you are using, you may be prompted to authenticate your platform connections by logging into your accounts. TikTok mention tracking is available on the Pro Plus plan.
Real-world use case
Imagine you send a TikTok performance report to leadership or a client every month. Instead of exporting data, building charts, and designing slides by hand, you ask Claude or ChatGPT:
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.
Your AI tool pulls the month’s data, compares it with the previous month, and builds a presentation in Gamma that’s ready to share with stakeholders.
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.
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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.