At a glance
B2B-vs-Retail Pricing Coherence vs Alibaba finds SKUs where your wholesale Alibaba price is higher than your retail AliExpress price for the same product. Many sellers list the same catalogue wholesale on Alibaba (B2B) and retail on AliExpress, and buyers expect wholesale to undercut retail. When the Alibaba B2B unit price sits above the AliExpress retail price, it breaks that expectation: it undermines your credibility as a supplier and quietly erodes B2B margins, because a B2B buyer can simply buy retail cheaper. This card is the retail-side mirror of the Alibaba price-parity card and surfaces the same coherence problem from the AliExpress angle. The table lists each incoherent SKU so you can fix the pricing on whichever side is wrong.
| What it counts | SKUs where the Alibaba B2B unit price is higher than the AliExpress retail price for the same product. Each incoherent SKU is one row in the table. |
| Sample type | Backend API data from AliExpress compared against Alibaba B2B pricing, refreshed on the standard data refresh over a rolling 30-day window. |
| Why it matters | Wholesale priced above retail undermines supplier credibility and erodes B2B margins, since a B2B buyer can just buy the retail listing instead. |
| Reading the value | Open the table and read the size of each gap. A few cents may be rounding; a wide inversion is a pricing error worth correcting on one side or the other. |
| Currency | count |
| Time window | 30D |
| Alert trigger | Alibaba B2B > AliExpress retail price |
| Sentiment key | aex_xc_price_parity |
| Roles | owner, finance, marketing |
Calculation
Vortex IQ matches each SKU listed on both Alibaba and AliExpress, compares the Alibaba B2B unit price against the AliExpress retail price, and counts the SKUs where the wholesale price is the higher of the two. See the At a glance summary above for what the metric tracks and the worked example below for a typical reading.Worked example
A representative reading of B2B-vs-Retail Pricing Coherence vs Alibaba for a typical seller running both wholesale and retail catalogues. On 21 Mar 26 the card lists 7 incoherent SKUs. On the worst row, an Alibaba B2B unit price reads higher than the matching AliExpress retail price after a retail promotion dropped the AliExpress price but the wholesale price stayed put. Finance flags it because a B2B buyer browsing both channels would see wholesale costing more than retail, a credibility problem. The team either lifts the retail price back or adjusts the wholesale tier so the order is restored. For deeper investigation, use Vortex Mind to trace upstream causes; for natural-language exploration, ask Ask Viq.Sibling cards merchants should reference together
| Card | Why merchants reach for it |
|---|---|
aex_xc_catalogue_drift_vs_bc | Retail price drift from the BC source can be what tips a SKU into incoherence. |
aex_listings_with_fx_pricing_drift | Currency conversion can create an apparent inversion that is really an FX artefact. |
aex_xc_feed_rejection_vs_listings | A rejected price update can leave one channel stale and out of step with the other. |
aex_revenue_by_buyer_currency | Currency mix context for judging whether a gap is real or conversion noise. |
aex_marketplace_fees_paid | Fees factor into the true margin behind each price, retail and wholesale alike. |
Reconciling against AliExpress Seller Center
Where to look in AliExpress Seller Center: Seller Center shows only the AliExpress retail price for each SKU. The wholesale half of the comparison lives in your Alibaba B2B seller account, not Seller Center, so open both side by side and confirm you are comparing the same SKU and unit before treating an inversion as real. Why the Vortex IQ value may legitimately differ:| Reason | Direction | What to do |
|---|---|---|
| Unit mismatch. Alibaba prices are often per-unit at a minimum order quantity, not per single item. | Variable | Normalise both prices to the same unit before comparing. |
| Currency conversion. A cross-currency comparison can look inverted purely because of FX. | Variable | Check the FX pricing drift card and convert both to one currency. |
| Promotion timing. A short-lived AliExpress promo may flag a SKU that self-corrects when it ends. | Marginal | Confirm whether the retail price is a temporary promotion before acting. |