Objection Insights (VOC)
Real-time Voice of Customer (VOC) clustering from Instagram comments. Preview AI reassurance copy and patch Shopify in 1 click.
VOC Clustering Live
Clustered Buyer Doubts
39 Doubts Clustered
across Sizing, Durability & Shipping
Avg. Conversion Lift
+14.0%
when product description answers clustered doubt
Boutique Shopify Connectée
Lune Skincare
✓ Catalogue Synchronisé en Direct
Clustered Breakdown of Top Buyer Objections3 Actionable
Sizing uncertainty+14% conversion impactLinen Blazer · Black (Shopify #88491)
18 shoppers asked: Does this fit true to size?
Recent Instagram Comments (18 total):
@lea.paris:"Does the blazer run small? I'm 5'7 and usually wear M"12m ago
@elena_v:"Is size 50 true to size or oversized cut?"44m ago
@chloe_dubois:"Should I size up if I want to wear a sweater underneath?"2h ago
AI Reassurance Copy:
Ready for Shopify product pages to extinguish doubts before checkout.
Fabric durability+11% conversion impactMulberry Silk Blouse · Ivory (Shopify #88496)
12 shoppers asked: Is the ivory fabric transparent / see-through?
Recent Instagram Comments (12 total):
@sarah.b:"Is the white shirt transparent in sunlight? Need for office wear"1h ago
@jessica_k:"Do I need to wear a camisole under the ivory?"3h ago
@amina.fashion:"What momme weight is this silk? Opaque and durable?"5h ago
AI Reassurance Copy:
Ready for Shopify product pages to extinguish doubts before checkout.
Shipping speed doubt+9% conversion impactWide-Leg Pleated Trouser (Shopify #88510)
9 shoppers asked: What is the delivery time and express shipping speed?
Recent Instagram Comments (9 total):
@mia_travel:"Will this arrive by Friday if ordered today? Leaving for trip"4h ago
@taylor.c:"How fast is express delivery to New York?"6h ago
AI Reassurance Copy:
Ready for Shopify product pages to extinguish doubts before checkout.