Most buyer pitches I've seen from early-stage beauty brands are strong on brand and weak on evidence. The story is good - the founder's passion comes through, the product photography is beautiful, the positioning feels differentiated. And then the buyer asks a few questions about sell-through, reorder rates, and customer acquisition costs, and the founder either doesn't have the numbers or gives approximate answers that make the buyer's risk antenna activate.
Buyers are commercial decision-makers assessing whether a brand will perform on their shelf, drive category growth, and not create operational problems. The brand story matters - it's the context for everything else - but the decision is ultimately made on commercial signals. The brands that walk out of buyer meetings with listings are usually the ones that came prepared to answer the commercial questions directly.
The Data Buyers Actually Want
Sell-through rate is the single most important number for a brand seeking a retail listing. If you have existing retail accounts - even small ones - your sell-through rate tells the buyer whether your product actually moves once it's on shelf, as opposed to moving from warehouse to shop floor. Buyers know the category benchmarks. They'll interpret your number in that context. A strong sell-through rate is the most persuasive commercial signal you can bring.
If you don't have retail sell-through data yet, your DTC conversion and reorder rate is the closest equivalent. A 90-day repeat purchase rate above 40% for a consumable product tells a buyer that customers who try the product come back for it. That's the underlying question the sell-through rate is answering.
Customer acquisition cost and return on ad spend are worth preparing even if the buyer doesn't always ask explicitly. They demonstrate that the brand can grow profitably - that the commercial model works and that marketing investment produces returns. A brand with a very high CAC and declining ROAS is a riskier bet than a brand with stable acquisition economics, even if the former has more followers.
Social Proof That Translates
Not all social proof is equal in a buyer meeting. Follower counts rarely move buyers significantly - they've seen too many brands with large followings that don't drive sales. What translates is social proof connected to purchase intent and product advocacy.
Review volume and rating on the brand's own DTC site is useful, particularly if reviews are recent and specific about results. Press coverage in relevant titles - beauty editors, trade publications, consumer media the buyer's target customer reads - adds credibility that social metrics don't always carry.
Creator content that generated measurable traffic or sales is worth highlighting if you have it. A single piece of content from a relevant creator that drove 800 sessions and 60 orders tells a buyer something meaningful about product-market fit and how the brand translates media attention into commercial outcomes.
What to leave out: vanity metrics without context, impressions without conversion data, and follower milestones that don't connect to commercial performance. Buyers have seen enough pitches to know when numbers are being used to impress rather than inform.
Understanding the Buyer's Category Position
Before the meeting, it's worth understanding what the buyer is trying to achieve in the category you're pitching into. Is the category growing or flat? Are they trying to premiumise it or drive volume? Is there a gap - a routine step, a skin concern, a price point - that they're actively trying to fill?
A brand that opens a meeting by demonstrating it understands the buyer's category challenge is already in a different conversation from one that opens with a generic brand pitch. You don't need insider knowledge to get to this - the retailer's own website, recent category launches, and publicly available trade coverage usually give enough context to make an informed assessment.
Framing your pitch around how your brand addresses a specific category opportunity is more persuasive than leading with brand equity. Buyers are problem-solvers. Give them a problem your brand solves.
The One-Page Commercial Summary
Every buyer meeting deserves a one-page commercial summary: key product skus and wholesale pricing, DTC performance highlights, existing retail accounts and sell-through where available, marketing reach and conversion metrics, and proposed initial order recommendation.
This document doesn't replace the conversation - it supports it. Leaving it with the buyer means the decision-making process after the meeting is informed by your framing, not the buyer's imperfect memory of a 45-minute conversation.
Many founders don't prepare this because it exposes gaps in their data. That's actually a useful function. If you can't fill in the commercial summary confidently, the gaps it reveals are the work that needs to happen before the pitch, not after it.