Enrich Newsletter Subscribers With Social Data
New newsletter subscriber? The agent finds their social profiles via Influencers.club and tags them in Mailchimp for targeted workflows.
What it does
You instantly enrich new newsletter subscribers by finding their social profiles via Influencers.club and tagging them in Mailchimp. This lets you automatically route contacts into targeted workflows for creators, partners, or ambassadors using AI to match emails to the right profiles.
Step by step
- Configure the Mailchimp trigger to fire on new subscriber creation events.
- Set up the Code node to extract the email address from the incoming webhook payload.
- Define the structured output schema for the OpenAI model to return a single valid JSON object containing profile URLs.
- Map the final tag name from the API response to the Mailchimp update action.
Where the LLM does the work
- Prompt the OpenAI model with the subscriber email and context to infer which social profiles likely belong to them.
- Instruct the model to prioritize professional platforms like LinkedIn or Twitter when multiple matches are ambiguous.
- Use few-shot examples in the system prompt to demonstrate how to handle non-existent or private accounts gracefully.
Watch out for
The Influencers.club API may return zero results for personal emails, so add a check to skip tagging if no profiles are found.
Mailchimp tag names have character limits and special character restrictions, sanitize the output from the parser before sending it to Mailchimp.
Tools that fit
Influencers.club API API Fetching social profile data and metrics
OpenAI Chat Model LLM Processing subscriber emails to find social profiles
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal Enrich Newsletter Subscribers With Social Data: New newsletter subscriber? The agent finds their social profiles via Influencers.club and tags them in Mailchimp for targeted workflows. ## Specification - What it does: You instantly enrich new newsletter subscribers by finding their social profiles via Influencers.club and tagging them in Mailchimp. This lets you automatically route contacts into targeted workflows for creators, partners, or ambassadors using AI to match emails to the right profiles. - Trigger: Run manually (Manual · on demand) - Autonomy: Fully hands-off - Expected setup effort: about an afternoon - Tools/services involved: - Mailchimp: Subscriber tagging and campaign routing - Influencers.club API: Fetching social profile data and metrics - OpenAI Chat Model: Processing subscriber emails to find social profiles ## Known pitfalls, handle each one explicitly in your implementation 1. The Influencers.club API may return zero results for personal emails, so add a check to skip tagging if no profiles are found. 2. Mailchimp tag names have character limits and special character restrictions, sanitize the output from the parser before sending it to Mailchimp. ## Reference implementation https://n8n.io/workflows/13293 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/enrich-newsletter-subscribers-with-social-data/ via usecasesforagents.com
Frequently asked questions
Can I use a different Email than Mailchimp?
Yes. Mailchimp is only the example email in this recipe. The same flow works with Brevo, Gmail, KlickTipp and Lemlist. Swap the email connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for marketers who'd rather brief an agent than start from a blank doc.