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Building a Review Generation System That Complies

Systematic review acquisition without violating platform policies.

Why velocity matters

Review count is a static signal. Review velocity is a live one. A profile with 200 reviews and none in six months underperforms one with 80 arriving steadily, because recency signals an active business.

Building the workflow

Trigger a request shortly after service delivery while the experience is fresh. Use email and SMS. Make the link one click. Ask once, follow up once, then stop. Never gate the request based on predicted sentiment, which violates policy on most platforms.

Handling negatives

Respond within 48 hours, publicly, without defensiveness. Acknowledge, take it offline, resolve, and where appropriate follow up publicly. A well-handled negative review builds more trust than an unbroken run of five stars.

Key takeaways

  • Velocity signals an active business; total count does not
  • Trigger requests immediately after service delivery
  • Never gate requests by predicted sentiment; it violates policy
  • Well-handled negatives build more trust than perfect ratings

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