Export ranked Instagram UGC into a retargeting shortlist

What does it do?

Connect EmbedSocial with Claude or ChatGPT to create an agent that compares clicks across all your widgets over the last 30 days versus the previous 30 days, then ranks placements to identify the strongest retargeting creative candidates. The agent highlights which content and placements have gained the most engagement momentum, so retargeting spend goes toward what's proven to perform.

Useful for

• Prioritizing retargeting creative: focus budget on content with rising engagement, not guesswork;
• Spotting momentum shifts: see which widgets or posts are trending up period over period;
• Streamlining creative selection: get a ranked shortlist instead of manually comparing widget stats.

How to export ranked Instagram UGC into a retargeting shortlist

1. Create your EmbedSocial account. Sign up for a free EmbedSocial trial to connect your Instagram sources and turn on the MCP.
2. Confirm your widgets are active. Make sure the widgets you want compared have at least 60 days of history.
3. Set up the EmbedSocial MCP in Claude or ChatGPT. Paste the MCP URL into your AI tool and authorize access with your EmbedSocial account.
4. Run the prompt. Ask your AI tool to compare the periods and rank the top retargeting candidates.

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

Your AI tool compares the two periods and returns a ranked shortlist of the strongest candidates for retargeting.

See how an agency runs this alongside other prompts: How agencies use Claude and ChatGPT for Instagram.

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.