eBay
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review-body
Full text of the customer review
product
Title of the eBay listing the feedback is about
reviewer-name
Display name of the reviewer
reviewer-feedback-score
The buyer's own eBay feedback score
verified-purchase
Whether the feedback is from a verified purchase
review-date
Date the review was posted (MM/DD/YYYY)
review-image-url
Link to a buyer-attached photo, if any
Seller & Fulfillment Feedback. Break feedback down by recurring themes in the review text — shipping speed, packaging quality, item-as-described — to see where the buying experience earns praise and where it draws complaints, and which sellers consistently deliver.
Condition-Accuracy Signal. Surface mentions of how the item compared to its listing — "better than described," "bad battery," "like new" — to learn where listing accuracy builds trust and where it sets up disappointment, invaluable for tightening product descriptions.
Buyer-Credibility Weighting. Segment feedback by the buyer's own eBay feedback score to weigh sentiment from established, high-volume buyers differently from newer accounts — useful for filtering noise and spotting the most reliable signal.
Verified Social Proof & Visual Evidence. Separate verified purchases and pull the buyer-attached photos to feature credible, image-backed feedback as testimonials — real buyers, real units, shown as received.
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