Product Recommendations & Feature Ratings

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Product Recommendations & Feature Ratings
Product Reviews Product Feature
30 Sep, 2026

Product Recommendations & Feature Ratings

What’s New

We’re making reviews more detailed and actionable with two new ways to gather customer feedback.

Key updates:

  • Product Recommendation ratings — Customers answer “Would you recommend this product?” alongside their review
  • Feature Ratings — Customers rate individual product features like Quality, Comfort, Fit, Value for Money, and Ease of Use
  • Customizable feature list — You choose which features customers rate
  • Modern review interface — Refreshed UI makes reviewing easier and more engaging
Why This Matters

Today, reviews are just star ratings and comments. You can’t tell if customers would actually recommend the product. You don’t know which specific features drive satisfaction or frustration. Shoppers rely on overall ratings without understanding what matters most.

The challenge: Star ratings don’t show true satisfaction. You can’t identify which features need improvement. Shoppers miss the details that matter for their decision.

The solution: Recommendation ratings show real confidence. Feature ratings reveal exactly what customers love and what needs work. Shoppers get meaningful signals. You get actionable insights.

What You Can Do
  • Collect recommendation ratings — Ask customers if they’d recommend the product
  • Track recommendation scores — Measure customer confidence and advocacy
  • Rate features individually — Get feedback on specific aspects like quality, fit, or durability
  • Customize your feature list — Choose which features matter for your products
  • Identify improvement areas — See which features have lower ratings and need attention
  • Give shoppers confidence signals — Show recommendation rates and feature ratings on product pages
  • Make reviews more engaging — Use the modern interface to encourage more detailed feedback
Who This Is For
  • Brands selling products where specific features drive purchase decisions (fashion, apparel, home goods, electronics)
  • Merchants wanting to understand product performance beyond overall ratings
  • Store owners seeking to identify improvement areas from real customer feedback
  • Teams using reviews to inform product development or supplier decisions
How to Get Started
  1. Go to Reviews settings in your AiTrillion dashboard
  2. Enable Product Recommendations — customers will see the question in reviews
  3. Enable Feature Ratings and select which features to rate
  4. Customize the feature list for different product categories if needed
  5. Reviews automatically collect this data going forward
  6. View recommendation and feature ratings in your review insights
Questions?

Reach out to our support team.

Chat with us | Book a demo | Read the knowledge base

Kb link – https://docs.aitrillion.com/portal/en/kb/articles/collect-more-detailed-reviews-with-product-recommendation-feature-ratings

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