Blog
Short reads on reading performance
Advertising, marketplace performance and the decisions behind the numbers. Thirteen articles and counting.
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A clearer view.
A better next question.
Read how Saddl thinks about marketplace decisions: what a performance metric can tell you, what it can miss and what deserves a closer look.
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Ways into the same evidence.
Short reads, full accounts, deep operating frameworks, measured numbers, and self-serve tools.
Guides
In-depth decision frameworks
Practical diagnostic walkthroughs across profitability, advertising, inventory, returns and Amazon reconciliation.
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One account, told in full
Three accounts, followed end to end: what we found, what we did, and what changed.
See the case studiesResults & audit findings
Measured outcomes, and what audits find
Results from one account, plus the patterns two audits keep finding before any work starts.
See the resultsFree tools
Calculators and benchmarks
Instant fee and profit calculations, competitor price benchmarks, and listing audits.
Explore free toolsFeatured Cornerstone Guide
View all guidesCornerstone Guide · Account Review Framework
The Marketplace Account Review: What to Check Before Deciding What to Fix Next
A practical, evidence-led framework for reviewing marketplace performance across profitability, advertising, inventory, returns and Amazon reconciliation before deciding what to fix first.
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From the blog
View all articlesProfit & Unit Economics
Your Top-Selling SKU May Not Be Your Most Profitable. Here’s What to Check.
A real UAE marketplace SKU ranked #1 for revenue but not contribution. See what fees, advertising and inventory revealed before scaling it further.
Read the articleProfit & Unit Economics
The Same Product Made Money on Amazon and Lost Money on Noon. What Changed?
A real UAE product delivered +18.2% contribution on Amazon and -19.7% on Noon. See what advertising, returns and campaign-level data revealed.
Read the articleProfit & Unit Economics
A 4.03x ROAS. Just 1.7% Contribution Margin. What Did ROAS Miss?
A real Amazon UAE SKU delivered 4.03x ROAS but only 1.7% contribution. See what product cost, marketplace fees and TACoS revealed.
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Case studies
Case Study · Inventory Diagnostic
35 SKUs Needed Stock Attention. Only 13 Still Had Pending Reorders.
A UAE inventory diagnostic found 35 SKUs needing attention, but only 13 still required pending reorders.
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A UAE Hydration Brand: Amazon and Noon Needed Three Different Growth Decisions
One brand, three marketplace channels. Amazon revenue grew 9.1% while ad spend fell 15.8%. Noon Core efficiency doubled. Noon Minutes told a different story.
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AED 125.9K in Revenue. A 29.5% Account Margin. What Was Hiding Underneath?
A UAE marketplace account with 29.5% contribution margin contained 4 loss-making product families and 8 below 15%.
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Put the reading to work
What decision are you facing?
Read advertising performance alongside stock, product economics, pricing and listings. A strong result in one report can leave a different question elsewhere.
See observed marketplace resultsBring your account question.
If the next step is still unclear, start with your marketplace context.