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Glossary

Review Request

A review request is a post-purchase outreach message — typically sent via email or SMS 3–10 days after confirmed delivery — that invites a verified buyer to share a star rating and written review of the product they purchased. Review request campaigns are the primary mechanism for systematically building product review volume.

What it means

Key insight

Most happy customers won\'t write a review unprompted — a well-timed review request turns silent satisfaction into visible social proof.

The gap between how many customers are satisfied with a purchase and how many proactively leave reviews is wide: most shoppers who have a good experience simply move on with their lives. Review request campaigns close this gap by asking directly, at the right moment, with minimal friction. The timing of the review request is critical — too soon and the product hasn\'t been adequately experienced; too late and the experience has faded from memory and emotional salience. The content of the request matters too: personalized messages that reference the specific product purchased and acknowledge the shopper by name outperform generic 'please review your recent purchase' templates on both open rate and completion rate. AI support agents contribute to review collection in two ways: by sending intelligent, personalized review requests as part of post-purchase sequences and by handling responses to negative reviews as a recovery opportunity — reaching out to reviewers who left 1–3 star ratings to resolve their issue and, where appropriate, update their review.

Why it matters

Review volume directly drives conversion. Product pages with more reviews — even with the same average score — convert at higher rates than pages with fewer reviews, because volume signals authenticity and breadth of purchaser experience. For Shopify stores launching new products, the review request campaign is the fastest path to building the social proof that new product pages need. AI-optimized review request timing and personalization have measurable impact on review collection rates, compounding over time into a significantly larger review corpus than manual or generic automated campaigns produce.

How Bookbag helps

Delivery-Triggered Review Requests

Bookbag sends review requests automatically when a delivery is confirmed, timing the outreach to the moment of peak product engagement rather than a fixed day-after-purchase schedule.

Product-Specific Personalization

Bookbag\'s review requests reference the specific product purchased by name, making the ask feel relevant and personal rather than transactional — improving open and response rates.

Negative Review Recovery Outreach

When a low-star review is submitted, Bookbag initiates a support conversation to understand and resolve the underlying issue — giving the reviewer a reason to reconsider their rating after a positive resolution.

Frequently Asked Questions

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