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Automation BackboneShipped

Reviews and webinars on the person record

Review and webinar events land on the person record on a schedule, so marketing segments come from CRM truth instead of exports from two more tools.

  • Pipedrive
  • Klaviyo
  • n8n

The problem

Reviews lived in the review tool. Webinar attendance lived in the webinar tool. Every segment that used either was built from an export, and it was stale the day after someone built it.

What we built

A scheduled pull from the review platform matches each review to the CRM person by email and writes the rating and the verified-purchase flag to fixed fields. The first pass covered 4,784 reviews, 99.4 percent of them verified purchases, and updated 4,042 person records with 0 failures.

The webinar side does the same for registrations and attendance: 17 webinars, 1,485 registrations, 700 of them attended. 828 person records and 10 fields updated with 0 errors.

Both write idempotently and log every run. The derived properties push to Klaviyo on the same schedule, so a segment like "reviewed us and attended a webinar" is built from the CRM record, not from two exports someone joined by hand.

Where AI does the work

No AI in this build. Here's why that was right: a review has a rating and a verified-purchase flag, and a webinar has a registration and an attendance. Both are already structured. A scheduled sync writes them; nothing needs to be interpreted.

Where rules do the work

Scheduled pulls from the review platform and the webinar platform, matched to CRM persons by email, written idempotently to a fixed set of fields, with a run log per execution and derived properties pushed to Klaviyo so segments are built from the CRM, not from exports.

Outcome

4,042 person records updated from 4,784 reviews with 0 failures; 828 person records and 10 fields updated from 17 webinars and 1,485 registrations with 0 errors.

Who this fits

  • Marketers segmenting on reviews or event attendance from a CSV someone exports
  • Brands whose review tool and webinar tool never talk to the CRM
  • Teams that want a customer's whole history on one record before a rep calls

Where this is running

DTC supplements and e-commerceCRM Implementation & Rescue

Twenty-Nine Automations and a CRM That Updates Itself

A direct-to-consumer supplement brand with 90,000 customers, 11,000 active subscriptions, about 900 affiliates, a wholesale channel, and an outsourced call center · Apr 2026 to present

13,097 → 96,659people in the CRM
  • Pipedrive
  • Shopify
  • n8n
  • Klaviyo
  • +1
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