▪ Completed Audit · June 2026

Equinavia Backend Optimization Report

📅 Generated June 25, 2026 📋 1,586 parent families audited 🆘 Marketplace: Amazon US

Parent Families Audited

1,586

Full active catalog · Amazon US

Total Backend Findings

23,754

Across all audited families

Deploy-Ready Now

542

Flat-file fills, no case needed

Optimizations In Generation

23,212

AI-generated, evidence-grounded

Critical Severity

6,140

Highest-priority gaps

Amazon Cases Required

Everything seller-settable

✅

Deploy-Ready — Flat File

Fixes deployable directly via Seller Central flat file. No case or Amazon support required.

542

Attribute fills ready to deploy

Bullet-point copy fills 542

Evidence-grounded values, deployable today via Seller Central flat file

🤖

Attribute Optimizations — AI-Generated

Empty backend fields, each filled with an evidence-grounded value generated from the listing's own copy — confidence-gated and reviewed before deploy. Zero require an Amazon case.

23,212

Attribute values in generation & review

Compatibility options 1,586

Intended use 1,565

Compatibility 1,565

Occasion 1,565

Q&A content 1,565

Dimensions & specifications 1,565

Specific uses for product 1,406

Target audience keyword 1,382

Search / generic keyword slots 7,085

First batch generated & in review · values cite the listing's own evidence · 0 require an Amazon case

Findings by Severity

23,754 total findings

Critical

6,140

26% of findings

High

3,672

15% of findings

Medium

3,272

14% of findings

Low

10,670

45% of findings

Deploy-ready (flat file)

542

Ready today, no case

Amazon cases required

Everything seller-settable

Attribute-Level Detail

1,586 parent families

Attribute	Primary path	Deploy Now Flat File	In Generation AI	Families
Bullet-point copy	Flat file	542	—	542
Compatibility options	AI-generated	—	1,586	1,586
Intended use	AI-generated	—	1,565	1,565
Compatibility / fitment	AI-generated	—	1,565	1,565
Occasion	AI-generated	—	1,565	1,565
Q&A content	AI-generated	—	1,565	1,565
Dimensions & specifications	AI-generated	—	1,565	1,565
Specific uses for product	AI-generated	—	1,406	1,406
Target audience keyword	AI-generated	—	1,382	1,382
Search / generic keyword slots	AI-generated	—	7,085	1,586
Customer reviews (aggregate)	Amazon-set	—	—	Not seller-settable

🛠️ Recommended Next Steps

1

Deploy the 542 ready bullet-point fills now. Evidence-grounded copy, no case required. Upload via Seller Central > Inventory > Add Products via Upload. Est. 1–2 business days to process.
2

Review the AI-generated attribute batches as they complete. 23,212 empty fields — compatibility, intended use, occasion, Q&A, dimensions, keywords — are being filled with values generated from each listing's own copy. The first batch is in review now; every value cites its supporting evidence.
3

No Amazon cases needed. Zero fields require a Seller Support case — every gap is either deployable today or fillable via a generated flat-file value. This removes the case-queue bottleneck entirely.
4

Prioritize the search-ranking attributes. Specific uses for product (1,406), target audience keyword (1,382), and the generic keyword slots are strong Rufus / search signals — deploy these batches first as they clear review.
5

Approved values flow straight to the flat file. Each reviewed value is appended to the Seller Central upload — review, approve, deploy, repeat across the full catalog.

Methodology note: Audit conducted by the Rankona Terminal CLR-001 pipeline using the June 2026 Salsify catalog export, Amazon CLR templates, and deterministic plus grounded-LLM inference. "Deploy now" counts are attribute fills with a concrete, evidence-grounded value deployable via Seller Central flat file. "In generation" counts are empty backend fields for which values are generated from each listing's own copy, confidence-gated, and reviewed before deploy — none require an Amazon case. Customer reviews (aggregate) is set by Amazon, not the seller, and is shown for completeness only. Figures reflect the full 1,586-family active catalog.