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For PE Firms & M&A Advisors

You're acquiring an apparel brand.
The diligence needs to go deeper than the P&L.

Apparel acquisitions carry category-specific risks that standard financial diligence is not built to find. Return rates driven by factory tolerance issues. Supply chain tariff exposure that changes landed cost mid-season. Seasonal inventory commitments that distort working capital. Amazon channel revenue that looks sustainable but is PPC-dependent. These risks require an advisor who has operated apparel brands from the factory floor to the Amazon listing — not one who has studied the category from a spreadsheet.

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Principal-led by Shabbir Sharaf. Supported by a curated associate network of ex-Amazon, ex-Microsoft, ex-Boeing, and ex-Starbucks operators for specialist depth.
Request a Scoping Call See the 5Angle →
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Every engagement is conducted under NDA. All deal and financial information remains strictly confidential.
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For active deal situations, indicate urgency in your message. We respond within 4 business hours.
3 Tiers
Quick Scan to Enterprise
5–14
Day Delivery
Pre-LOI
Available
The Problem

What standard diligence misses in apparel acquisitions

Apparel brands have a set of operational and channel risks that do not appear in financial statements and are not visible to generalist diligence teams. They are visible to someone who has operated apparel brands at scale — because they are the same risks that come up in the operation every week.

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Return Rate Structure
Apparel averages 25% return rates industry-wide. Shoes run over 30%. Returns driven by factory tolerance issues or sizing inconsistency are not product failures — they are supply chain problems that survive the acquisition and compound post-close. Standard diligence never traces the cause.
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Supply Chain Tariff Exposure
Chinese-sourced apparel is carrying significant effective tariff rates in 2026. Most CIMs do not disclose landed cost sensitivity to tariff changes. The gap between reported COGS and post-tariff COGS can be 15–25 percentage points. You inherit that gap at close.
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Seasonal Inventory Economics
Apparel buy cycles lock capital into inventory commitments 4–6 months before demand is confirmed. The working capital position at close may bear no relationship to the working capital requirement 90 days later when the next seasonal buy must be placed. This is an apparel-specific cash flow risk generalist diligence consistently underweights.
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Amazon Channel Sustainability
FBA fees, PPC costs, return rates, and storage charges consume 45–55% of revenue for many apparel brands. Reported margin rarely reflects true Amazon contribution margin. A brand deriving 70%+ of revenue from Amazon has concentration risk that requires specialist assessment — not a footnote in the CIM.
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PPC Dependency Masking Organic Decay
Many apparel brands are running PPC campaigns that mask organic ranking deterioration. Remove the ad spend and revenue drops dramatically. Standard diligence never examines the relationship between PPC and organic performance — and never models what the business looks like without the advertising subsidy.
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Wholesale Scalability Gap
An apparel brand with 80%+ Amazon concentration has channel risk that affects both operating resilience and exit multiple in the next transaction. The question buyers ask — can this brand scale wholesale? — requires someone who has actually built wholesale channels to answer honestly.
I was in the room when FBA was designed. I have spent 21 years building apparel brands with my own capital. That is the depth behind every engagement we deliver.
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Why LWA

The advisor who has been on both sides of this platform

I joined Amazon at the inception of the third-party seller business, rising to Senior Category Manager with full P&L responsibility. I attended monthly business reviews with Jeff Bezos and served as the seller advocate when FBA was being designed — shaping the program from the seller's perspective before it launched.

I understand how Amazon thinks about its seller business — which sellers it values, which it considers dispensable, which relationships it invests in. That institutional knowledge informs every due diligence engagement we deliver.

Category Manager — Amazon
Senior Category Manager — full P&L responsibility. Recruited and managed thousands of third-party sellers. In strategy meetings with Amazon senior leadership on the third-party seller business.
In the Room When FBA Launched
Served as the seller advocate when Amazon's product team was designing FBA. Evaluated whether sellers would adopt it. Shaped the offer from the seller's perspective before it launched.
Monthly Business Reviews with Jeff Bezos
Presented category performance and strategy in monthly business reviews with Jeff Bezos. Trained in an environment where surface-level answers had no place.
Bar Raiser · Active Operator
Bar Raiser credential — held by fewer than 2% of Amazon employees. $15M deployed building 7 apparel brands over 21 years across Amazon, wholesale, and DTC. Still active daily with personal capital on the line.
Three Tiers

Right-sized for your deal timeline and complexity

Every deal is different. A pre-LOI scan requires different depth than post-LOI full diligence. Our three tiers are structured around real deal timelines — not arbitrary scope categories.

Pre-LOI · Fast
Quick Scan
5-day delivery · Scoped on enquiry
Revenue verification vs. Seller Central
Account health & suspension risk assessment
Top 10 ASIN performance review
PPC spend vs. organic ratio
Brand Registry & IP status
Red flag summary with deal implications
Go / No-Go recommendation
Post-LOI · Most Requested
Standard Package
10-day delivery · Scoped on enquiry
Everything in Quick Scan
Full catalog economics — true margin per SKU
36-month revenue trend analysis
PPC architecture assessment & efficiency
Supply chain & inventory position review
Competitor landscape & ranking sustainability
Valuation multiple impact analysis
Post-acquisition 90-day priority roadmap
Complex Deals · Multi-Brand
Enterprise Package
14-day delivery · Scoped on enquiry
Everything in Standard Package
Multi-brand / multi-account analysis
International marketplace assessment
Vendor Central vs. Seller Central dynamics
Full supply chain & supplier risk assessment
Management team Amazon capability assessment
Full CIM Amazon section drafted
Ongoing advisory support through close
What You Receive

PE-grade deliverables built for your deal team

Every engagement delivers a structured report formatted for investment committee review. Your deal team can use it directly — not a list of observations, but an institutional document with a clear recommendation.

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Executive Summary
One-page deal recommendation with overall risk rating, key findings, and valuation multiple impact. Written for senior stakeholders who need the bottom line immediately.
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Channel Economics Report
True Amazon P&L — contribution margin per SKU after every platform fee, advertising cost, return, and storage charge. The numbers the seller's P&L does not show.
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Risk Register
Categorized risk inventory — Critical, High, Medium, Low — with probability assessment, financial exposure estimate, and specific mitigation for each item.
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Valuation Multiple Impact
Every material finding translated into acquisition multiple impact. Not just "this is a risk" — but "this risk justifies a 0.3x reduction in the multiple and here is why."
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90-Day Post-Acquisition Roadmap
Prioritized action plan for the first 90 days post-close. Specific owners, timelines, and success metrics for every risk identified.
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Opportunity Assessment
Where is the upside the seller is not capturing? Untapped ASINs, international readiness, PPC efficiency gains — with revenue impact estimates.
Illustrative Engagement Outcome

The kind of clarity we deliver.

The Situation
A PE firm in a 21-day LOI window on an apparel brand reporting $6.2M in Amazon revenue. The seller's CIM showed 26% EBITDA margin. Standard financial DD had reviewed the P&L and found nothing unusual. The deal team requested an Amazon channel assessment before proceeding.
What We Found
True Amazon contribution margin after all platform costs was 11% — not 26%. The gap was driven by PPC spend allocated off the Amazon P&L, untracked FBA storage fees, and a 28% return rate on the top revenue SKU. Additionally, 71% of revenue was concentrated in three ASINs with no brand registry protection and two active IP complaints in the account history.
The Outcome
The deal team used the findings to renegotiate. The acquisition multiple was reduced by 1.1x based on the margin restatement and risk register. The IP complaints were flagged as a condition precedent — resolved by the seller before close. The 90-day post-acquisition roadmap was incorporated directly into the 100-day integration plan.
Delivered In
9 days. Standard Package tier. Full report delivered to the investment committee in the format they required — executive summary, channel economics, risk register, multiple impact analysis, and post-acquisition roadmap. No revisions requested.
Names and specific financials are illustrative. Engagement structure and finding types are representative of real assessments.

Your LOI window is already running.

Every day without Amazon channel clarity is a day your deal team is making assumptions. We can be engaged and delivering within 24 hours of scoping.

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