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Index/case studies/pebblely delidia shopify

Proof grade A

Delidia

Delidia's 2025 Shopify review reports a poor experience with bugs, distortion and usability problems after extended use.

Pebblely dossier →
AProof grade
3Metrics retained
1Evidence records
PebblelyVendor

Reported outcomes

1 star out of 5Shopify review ratingReview posted November 20, 2025 after about 20 hours of use · Delidia on the Shopify App StoreBaseline: The retained source reports “Shopify review rating” but does not disclose the pre-intervention or comparison value needed as a baseline. · Formula: Direct reviewer rating; no composite formula applies.
20 hours, approximatelyReported app-use durationBefore the November 20, 2025 review · Delidia on the Shopify App StoreBaseline: The retained source reports “Reported app-use duration” as an absolute or contextual figure but does not disclose a pre-intervention comparison baseline. · Formula: Direct reviewer estimate; session boundaries are not disclosed.
4 hoursReported time wastedWithin approximately 20 hours of app use before November 20, 2025 · Delidia on the Shopify App StoreBaseline: The retained source reports “Reported time wasted” but does not disclose the pre-intervention or comparison value needed as a baseline. · Formula: Direct reviewer estimate; task log and time-study method are absent.

Context and boundaries

Workflowanalytics_reporting_and_experimentationDelidia's 2025 Shopify review reports a poor experience with bugs, distortion and usability problems after extended use.
Implementation?Approximately 20 hours of use; review posted November 20, 2025
CaveatsCustomer-authored marketplace evidence is strong for the reported experience, but the review concerns the now-unavailable Shopify app and may not represent the current rebuilt web product.official_marketplace

Source trail

  1. Pebblely AI reviews on Shopify

    The official review surface shows two unarchived reviews—Delidia's one-star 2025 account of bugs and image distortion and RHR Luxury Home Fragrance's five-star 2023 report that about half of generated images were usable—and exposes archived reviews from Luminara Jewelry and Vesper Wine.

    official_marketplace · accessed 2026-07-13
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