At a glance
Required-Attribute Completeness measures the share of your AliExpress listings that have filled in every attribute their category requires, things like size, material, brand, and other category-specific fields. AliExpress uses these attributes to power search, filters, and category placement, so incomplete listings lose visibility and can be down-ranked or blocked at audit. For an owner or operations lead this gauge is a direct lever on discoverability, because attributes are far cheaper to fix than ad spend and pay off across every impression. It sits close toaex_listing_quality_scorefor the broader content picture andaex_alert_listing_rejection_spike, since missing attributes are a common rejection trigger.
| What it counts | The percentage of active listings that have all of their category-required attributes populated. |
| Sample type | Backend API data from AliExpress, refreshed continuously as listings are edited and re-evaluated. |
| Why it matters | Complete attributes drive search and filter visibility; incomplete ones cost discoverability and can lead to down-ranking or rejection. |
| Reading the value | Read it as a health gauge where higher is better and a dip means newly added or edited listings have gaps. Watch for drops after bulk uploads. |
| Currency | Percent. |
| Time window | RT |
| Alert trigger | <90% |
| Sentiment key | aex_attribute_completeness |
| Roles | owner, operations |
Calculation
Vortex IQ checks each active listing against the required attribute set for its AliExpress category and reports the proportion that are fully populated as a single percentage. 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 Required-Attribute Completeness for a typical mid-size AliExpress catalogue. On 17 Mar 26 the gauge reads 86 percent, below the 90 percent threshold, after a batch of new apparel listings went live without the material and size-type fields. The operations lead drills in, sees the gap is concentrated in one category, applies the missing attributes in a bulk edit, and watches the gauge climb back above threshold over the next refresh. Because the fix lands before audit, the affected listings regain filter visibility without ever being rejected. 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_listing_quality_score | Attributes are one input to the wider listing quality picture this card summarises. |
aex_alert_listing_rejection_spike | Missing attributes are a frequent rejection cause, so the two move together. |
aex_active_listings | Provides the denominator of live listings this completeness rate is measured against. |
aex_listings_failing_feedonomics_validation | Catches attribute gaps in the feed before they reach AliExpress. |
aex_total_listings | Frames completeness against your full catalogue size. |
Reconciling against AliExpress Seller Center
Where to look in AliExpress Seller Center: Open Product Management, edit a sample listing, and review the category attribute panel where required fields are marked, or use any listing diagnostics view that flags incomplete products. Why the Vortex IQ value may legitimately differ:| Reason | Direction | What to do |
|---|---|---|
| Category rule changes. AliExpress can add required attributes to a category, instantly lowering completeness. | Variable | Re-check the category requirements after any audit-rule update. |
| Optional vs required scope. Seller Center may show optional fields alongside required ones. | Marginal | Compare only the genuinely required fields when reconciling. |
| Edit lag. A bulk edit takes a sync to reflect in the gauge. | Marginal | Allow one refresh cycle before treating a fix as missed. |
aex_listings_drifting_from_bc to confirm the gap is on AliExpress and not inherited from the feed. For divergence investigations, use Vortex Mind.
Known limitations / merchant FAQs
Q: How often does Required-Attribute Completeness update? It updates in near real time, re-evaluating listings as they are created or edited, so a bulk attribute fix shows up in the gauge within the next sync. Q: Why does my AliExpress Seller Center show a different number? Seller Center may count optional fields, apply a different category rule version, or lag your most recent edits; period boundary, time zone, and field scope all contribute to small gaps. Q: How does Required-Attribute Completeness relate to other listing health metrics? It is a key driver behindaex_listing_quality_score and a leading indicator for aex_alert_listing_rejection_spike.
Q: Can I customise the alert threshold?
Yes, sensitivity thresholds are configurable per profile in the Sensitivity tab. Adjust to match your business baseline rather than relying on the generic default.