Here's how the conversation starts
I'm going to build your brand voice profile. This is a document that captures how your brand writes, so you (and other AI tools) can produce on-brand copy consistently. Here's how it works:
- •You share examples of your brand's writing
- •I analyze the patterns and produce your voice profile
- •You review it, we refine anything that's off
Any questions? If not, we can get started. What's your brand name and website URL?
Common questions
What is a business context document? + −
A structured summary of how your brand operates: sales channels, shipping policies, pricing strategy, seasonality, growth priorities, and anything else that helps AI tools do ecommerce work with the right context.
How is this different from a brand voice profile or positioning brief? + −
Brand voice covers how you sound. Positioning covers what makes you different. Business context covers how you operate. An email skill needs all three: voice to write on-brand, positioning to message correctly, and business context to know your shipping policy, promotional calendar, and channel strategy.
What if I don't have all the information? + −
Share what you know. The skill produces the best document it can from what you provide and flags where more detail would help. A thin document is still useful context for downstream work.
Which skills use this document? + −
Any skill that needs to understand how your business operates, including skills for analytics, email and lifecycle marketing, promotions, product content, and feed optimization.
Example skill output + −
Business Context: Great Outdoors Co.
Overview
Great Outdoors Co. is a direct-to-consumer outdoor gear brand selling technical apparel, packs, tents, sleeping bags, and accessories for weekend hikers and car campers. The line is 30 products with no footwear. Based in the Pacific Northwest, the company operates primarily through its own Shopify storefront with a smaller presence on Amazon. Price range is $12 to $449 across the full catalog, positioning the brand between budget outdoor retailers and premium performance brands.
Shopper-Facing Context
Shipping and Fulfillment
Free standard shipping on orders over $99. Orders under $99 ship for a flat $7.95. Standard shipping is 5 to 7 business days via USPS and UPS Ground, depending on destination. No expedited shipping option is currently available, though this is something the team revisits quarterly.
All orders ship from a single 3PL warehouse in Portland, OR. The 3PL handles pick, pack, and ship. Average fulfillment time is 1 to 2 business days. During peak periods (September through November), fulfillment can stretch to 3 business days.
The brand ships to all 50 US states. No international shipping currently. Canada is under consideration for 2026 but not committed.
Returns and Exchanges
Free returns within 30 days of delivery. Customers initiate returns through a self-service portal (Loop Returns integrated with Shopify). Return shipping labels are prepaid. Exchanges are handled as return-and-rebuy rather than direct swaps, which means the customer places a new order and returns the original item separately.
Return rate is approximately 12% overall, skewing higher on apparel (15 to 18% on shells and fleece, mostly size-related) and very low on accessories (under 3%). The team tracks return reasons in Loop and the most common are "too large" and "too small," which suggests a fit guide issue rather than a product quality issue.
No restocking fees. Items must be unworn with tags attached. Used or damaged items are not accepted for return.
Pricing and Promotions
The brand does not run frequent sales. The pricing philosophy is that the everyday price reflects the value, and discounting undermines that message. There are two planned promotional windows per year:
- End-of-season clearance (late March): 20 to 30% off select winter apparel to clear inventory before spring. Positioned as "last call" rather than a sale event.
- Black Friday / Cyber Monday: A site-wide offer, typically 15% off or a gift-with-purchase. This is the only time the full catalog is discounted. The team has debated eliminating BFCM discounting entirely but hasn't pulled the trigger because it drives meaningful new customer acquisition.
No discount codes circulate outside these windows. The brand does not offer a welcome discount for email signup. The email capture offer is content-based ("Trail Notes" newsletter with gear care tips and trail guides).
Loyalty and Rewards
No formal loyalty or rewards program. The team has explored points-based programs but decided against it for now because the product line is small (30 SKUs) and the average purchase frequency is low (1.8 orders per customer per year). A points program would accumulate slowly and feel unrewarding.
Instead, the brand focuses on repeat purchase through product quality and email lifecycle. Returning customers receive early access to new product launches via email, which functions as an informal loyalty benefit without the program overhead.
Behind the Scenes
Sales Channels and Channel Strategy
The business is DTC-first. Roughly 85% of revenue comes through the Shopify storefront. The remaining 15% is through Amazon (FBA), which the brand joined in 2024 as an acquisition channel.
The Amazon strategy is selective: only 12 of 30 SKUs are listed, primarily accessories and entry-price-point items (socks, hats, bottles, sunscreen). The core apparel and gear products are kept off Amazon to protect margin and control the brand experience. Amazon serves as a discovery channel. The hope is that customers who buy a $12 pair of socks on Amazon eventually find their way to the DTC site for a $149 rain shell.
No wholesale, no retail distribution, no marketplace presence beyond Amazon. The team has had inbound interest from REI and a few regional outdoor retailers but has declined for now. The concern is that wholesale margin compression would force either price increases on DTC or margin sacrifices the business can't absorb at its current scale.
Social commerce (Instagram Shop, TikTok Shop) is not active. The team posts organically on Instagram and has tested paid acquisition on Meta, but transactions happen on the Shopify site.
Markets and Regions
US-only. The customer base skews Pacific Northwest (Washington, Oregon, Northern California) due to the brand's origin and the product's rain-first design. However, the customer base has diversified over the past 18 months. The Northeast (New York, New England) is the fastest-growing region, likely driven by similar climate patterns and outdoor culture.
No plans for international expansion in the near term. The brand considered Canada in late 2025 but paused due to logistics complexity (customs, duties, returns) relative to the expected revenue. If the brand revisits international, Canada and the UK are the likely first markets.
Seasonality and Calendar
Peak season is September through November. This is when hikers in rainy climates start replacing or upgrading gear for the wet season. The September-to-November window accounts for roughly 40% of annual revenue.
Secondary peak in April and May as spring hikers gear up. This period accounts for about 20% of annual revenue.
Summer (June through August) is the slowest period. Customers are using their gear, not buying it. The brand uses summer for content marketing (trail guides, gear care tips, user-generated content campaigns) rather than promotional pushes.
Product launches are timed for late August or early September to coincide with the start of peak season. The brand has launched 4 to 6 new products per year, typically adding to existing categories rather than entering new ones.
The promotional calendar:
- Late August / early September: New product launches, email campaign to existing customers
- September through November: Peak acquisition spend, Google Shopping and Meta ads at highest budget
- Late November: Black Friday / Cyber Monday promotion
- December: Gift-focused messaging, gift guides, but this is not a major revenue period
- Late March: End-of-season clearance on winter apparel
- April through May: Spring campaign, lighter-weight gear highlighted
- June through August: Content-first, low ad spend, community engagement
Product Economics and Margins
Average order value is $112. Blended gross margin across the catalog is approximately 62%. Apparel margins are higher (65 to 70%) and accessories are lower (50 to 55%).
The brand does not manufacture its own products. All products are produced by contract manufacturers, primarily in Vietnam and China. Lead times are 90 to 120 days for initial orders and 60 to 90 days for reorders. The brand maintains a 3 to 4 month inventory buffer on core SKUs to avoid stockouts during peak season.
Cost of goods sold is the largest expense category. The second largest is customer acquisition (paid media on Google and Meta). The brand targets a blended customer acquisition cost under $35 and a first-order contribution margin of at least 25% after shipping and fulfillment costs.
Growth Stage and Current Priorities
Great Outdoors Co. is in the early growth stage. The brand has been operating for three years and has established product-market fit with its core customer (weekend hikers in rainy climates). Revenue has grown year-over-year but the team is small (5 people, founder-led) and the priority is sustainable growth over rapid scaling.
Current priorities, in order:
- Increase repeat purchase rate. The current rate is 1.8 orders per customer per year. The target is 2.2 by end of 2026. The lever is email lifecycle (post-purchase sequences, seasonal re-engagement, gear care content that reinforces product quality).
- Expand the customer base beyond the Pacific Northwest. The Northeast growth is organic and encouraging. The team is testing geo-targeted ad campaigns in Boston, New York, and Philadelphia.
- Improve product page conversion rate. Current site-wide conversion rate is 2.8%. The team believes better fit guidance, more user-generated content, and clearer "who is this for" messaging on PDPs can push this toward 3.5%.
- Evaluate Amazon expansion. Decide whether to list core apparel products on Amazon or keep the current selective strategy. This is an open question with no deadline.
Technology Stack
- Ecommerce platform: Shopify Plus
- Email and SMS: Klaviyo
- Analytics: GA4, Shopify Analytics
- Product feeds: Google Merchant Center, Amazon Seller Central
- Returns: Loop Returns
- Reviews: Yotpo
- 3PL: ShipBob (Portland, OR warehouse)
- Paid media: Google Ads, Meta Ads Manager
- Customer support: Gorgias
No CDP or data warehouse. Customer data lives across Shopify, Klaviyo, and GA4 without a unifying layer. The team uses Shopify customer segments and Klaviyo segments for targeting but acknowledges this is a gap they'll need to address as the customer base grows.
Confidence Notes
The financial details in this document (margins, AOV, acquisition costs, revenue splits by channel) are based on the team's verbal estimates during the conversation rather than verified reporting data. If exact figures are important for a downstream task, confirm them against Shopify Analytics or the brand's accounting system before relying on them.