How WholesaleUp™'s per-deal Review tab works — the product-reputation summary on every /deal page, what it shows, where the data comes from, who can view it (Standard+ and Supplier Pro), and how to use it when vetting a deal.
Every deal listing on WholesaleUp™ has a Review tab that surfaces a product-reputation summary compiled from the public web — retailer reviews, marketplace feedback, and category review blogs about the specific product (brand, model, or SKU) in the listing. This article explains what the tab shows, where the data comes from, who can view it, and how to use it when deciding whether to sample or list a deal.
Two sibling Review tabs — this article covers one of them
WholesaleUp™ shows reputation summaries in two places, with the same layout but different scope, different data source, and different gate:
Per-deal Review tab (this article) — on every /deal/<slug> page. Scope: the specific goods in the listing (brand / model / SKU). Data: end-user reviews and product feedback about that product. Gate: Standard, Premium, Premium+, and Supplier Pro (every paid tier).
Supplier-wide Review tab (sibling tab, documented in Supplier Reputation & Review Tab) — on every /supplier/<slug> profile. Scope: the whole supplier / business. Data: external review sites, forums, and public feedback about the business. Gate: Premium+ buyers and Supplier Pro members.
The two tabs are complementary: use the per-deal tab to vet a specific product you’re about to sample, and the supplier-wide tab to vet the business before starting a longer-term relationship.
Why the per-deal Review tab exists
When you’re deciding whether to sample or list a deal, knowing that the supplier is reliable isn’t the whole answer — you also need to know whether the product itself is one your customers will keep, review well, and re-order. The per-deal Review tab compresses the product-reputation evidence that already exists on the public web (end-user reviews, category blogs, marketplace feedback) into a single scannable summary, so you can pre-empt returns and choose winners before committing inventory spend.
Who can view the per-deal Review tab
The per-deal Review tab is visible to every paid buyer tier — Standard, Premium, and Premium+ — plus Supplier Pro members (whose plan bundles Premium+ buyer access). Free-tier viewers see a locked placeholder preview with decorative (non-real) scores so the layout is visible without leaking actual metrics. The sibling supplier-wide Review tab uses the stricter Premium+ gate because business-level reputation is a more sensitive vetting signal. For full tier comparisons, see the buyer access packages page.
What the per-deal Review tab shows
The Review tab surfaces seven pieces of information, all derived from the same underlying product-reputation dataset:
Overall score
A single aggregate rating (out of 5) derived for THIS product from the underlying source set. Shown alongside the number of sources so you can gauge how much evidence sits behind it.
Source count
How many external review sources were aggregated specifically about this product / brand / model (retailer review pages, marketplace feedback, category review blogs, forum threads). A high overall score backed by many sources is stronger than the same score backed by two.
Plain-English summary
Where the data comes from
Product-reputation data is compiled from the public web — not from on-platform buyer reviews (which don’t exist yet). The summary draws on three kinds of source:
Retailer review pages and marketplaces
Public end-user reviews on retailer product pages, marketplace listings (Amazon, eBay, specialist category sites), and comparable listings for the same brand / model / SKU.
Category review blogs and forum threads
Specialist review blogs, reseller communities, and product-level discussion threads where buyers and end-users share hands-on experience with this brand / model.
Aggregation & summarisation
The underlying signals are aggregated, de-duplicated, and summarised so that no single unverified post dictates the score, and the summary emphasises recurring patterns over one-off outliers.
Product vs. supplier scope: the per-deal Review tab reflects end-user experience of the product, not the wholesaler’s service. A product with a 4.5 overall score doesn’t tell you anything about how quickly the supplier ships or how they handle disputes — that’s what the supplier-wide Review tab is for.
How to use it when vetting a deal
The Review tab is most useful when you’re weighing whether to order a sample, commit to an MOQ, or add the product to your own catalog. Here’s how to read it:
Pair it with the supplier-wide Review tab
The per-deal Review tab answers 'is THIS product any good in the wholesale rotation?' The sibling supplier-wide Review tab answers 'is this supplier reliable to deal with?' Both signals matter for a first order — great product + unreliable supplier is still a bad sourcing bet.
Use cautions to sharpen your listing copy
If the summary flags 'sizing runs small' or 'manual is printed in Chinese', you can pre-empt those issues on your own product page or in the resale listing — cutting returns and refund friction downstream.
Weight highlights against your target buyer
A product scoring high on 'premium packaging' is a great gift-market pick but may be over-spec for a discount-channel audience. Read the highlights in the context of where you're actually going to resell.
Check the source count before leaning on the score
An overall score backed by 140 sources is much more reliable than the same score backed by 6. For thinly-sourced products, treat the dimensions + cautions as qualitative hints rather than a verdict.
What if the summary looks wrong?
Suppliers: flag factual errors
If the summary or cautions block contains factual errors (e.g. reviews for a different model with a similar name were included, or a discontinued-generation complaint is attributed to the current revision of the product), contact support with specifics. We’ll investigate and refresh the dataset.
Buyers: treat it as one input, not the whole answer
The per-deal Review tab is a useful shortcut but shouldn’t be the only thing you check before a first order. Pair it with the supplier-wide Review tab, the standard due-diligence checklist, and — for physical goods — a paid sample before scaling an order.
Treat cautions as signals, not verdicts
A single caution doesn’t mean the product is a dud; a clean highlights list doesn’t mean every unit will arrive perfectly. Look at patterns across the summary, and if something feels off, ask the supplier a specific question about the batch or revision — how they respond is itself a signal.
A short paragraph that captures the common themes buyers and end-users report about this product — what consistently gets praised and what recurring concerns come up.
Rating breakdown (per-dimension scores)
Individual scores for the dimensions identified as signal for THIS product — typically things like build quality, value for money, ease of use, longevity, or packaging. The set of dimensions varies by product; it's not a fixed template.
Highlights
Short bullet-point callouts pulled from the sources describing the positive patterns — what end-users and resale buyers consistently like about the product.
Things to note (cautions)
Recurring concerns surfaced in the summary — e.g. 'some units ship with worn packaging', 'sizing runs small', 'requires accessories sold separately'. Useful for pre-empting returns and setting buyer expectations.
Last updated
The date the summary was last refreshed. Product reputation is re-gathered periodically so the view stays current as new reviews accumulate.
Note on dimensions: the specific dimensions (e.g. build quality, value for money, packaging) are surfaced based on what signal was found in that product’s source set — they’re not a fixed five-category template. A cordless drill and a cotton t-shirt will have very different dimension sets.
