Examples
Example briefs for three fictional Shopify stores
Three example briefs for fictional Shopify stores, made by LeakBrief's real scan rules from sample data, each with a finding, evidence, range and first line.
These stores do not exist. Each brief comes from sample storefront data run through the same checks, scoring and copy as a real scan.
What would a brief for linen-harbor-example.com say?
linen-harbor-example.com is a fictional bedding store, and its brief leads with: 38.5% of catalog variants show sold out.
- First line
- Noticed 38.5% of the variants in Linen Harbor's catalog show as sold out right now, including on Stonewashed Linen Duvet Cover. That usually means some paid and email traffic lands on options shoppers can't buy.
- Subject line
- Linen Harbor sold-out variants
What did we notice?
38.5% of the 480 variants in Linen Harbor's public catalog currently show as sold out, for example on /products/stonewashed-linen-duvet-cover.
Why does it matter?
Shoppers who land on a sold-out option often leave instead of switching, so paid and email clicks can go to waste. Back-in-stock capture and clearer availability can recover part of that demand.
Benchmark: Out-of-stock impact studies
What did we see?
| Signal | Value | Page |
|---|---|---|
| Variants out of stock | 38.5% | /products.json |
| Variants checked | 480 | /products.json |
| Products checked | 120 | /products.json |
What could it be worth?
1-4% orders at risk (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Hide or deprioritise sold-out variants, add back-in-stock capture on product pages, and move ad spend away from products where most sizes are unavailable.
Which other signals are worth a look?
What did we notice?
Free shipping starts at $150, while the median product on linen-harbor-example.com is $89, so a typical single-item cart is about 1.7× short of the threshold.
Why does it matter?
Extra costs are the #1 reason shoppers abandon checkout (40% of abandoners, Baymard 2025). When the threshold sits far above a typical item, shoppers often see shipping fees instead of a reachable goal.
Benchmark: Free-shipping threshold testing case studies; Baymard 2025
What did we see?
| Signal | Value | Page |
|---|---|---|
| Free shipping threshold | $150 | / |
| Median product price | $89 | /products.json |
What could it be worth?
3-8% AOV uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Test a cart progress bar plus a lower threshold, or a curated add-on priced to bridge the gap.
This brief is based only on publicly accessible pages of linen-harbor-example.com as fetched on 2026-10-30. It is an independent observation, not an assessment of the business, its owners, or its legal compliance. Ranges are illustrative estimates derived from public industry benchmarks and are not measurements of this store's traffic, conversion, or revenue. Prepared by LeakBrief using LeakBrief. Not affiliated with or endorsed by Shopify Inc. or Linen Harbor.
What would a brief for inkwell-paper-example.com say?
inkwell-paper-example.com is a fictional stationery store, and its brief leads with: Free shipping at €120 vs €35 median item.
- First line
- Noticed free shipping on Inkwell Paper Co. kicks in at €120 while most products sit around €35. That 3.4× gap usually means a lot of carts see a shipping fee instead of a goal they can reach.
- Subject line
- Inkwell Paper Co.'s free-shipping gap
What did we notice?
Free shipping starts at €120, while the median product on inkwell-paper-example.com is €35, so a typical single-item cart is about 3.4× short of the threshold.
Why does it matter?
Extra costs are the #1 reason shoppers abandon checkout (40% of abandoners, Baymard 2025). When the threshold sits far above a typical item, shoppers often see shipping fees instead of a reachable goal.
Benchmark: Free-shipping threshold testing case studies; Baymard 2025
What did we see?
| Signal | Value | Page |
|---|---|---|
| Free shipping threshold | €120 | / |
| Median product price | €35 | /products.json |
What could it be worth?
3-8% AOV uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Test a cart progress bar plus a lower threshold, or a curated add-on priced to bridge the gap.
Which other signals are worth a look?
What did we notice?
31.3% of the 64 products in inkwell-paper-example.com's public catalog have one image or none.
Why does it matter?
Shoppers can't handle the product online, so extra photos often stand in for the missing touch. Listings with a single image can leave questions about scale, detail and fit unanswered.
Benchmark: Public benchmarks on product imagery and conversion
What did we see?
| Signal | Value | Page |
|---|---|---|
| Products with one image | 31.3% | /products.json |
| Products checked | 64 | /products.json |
What could it be worth?
1-3% conversion uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Add 4-6 images per product (scale, detail, in use), starting with the top 20 sellers.
This brief is based only on publicly accessible pages of inkwell-paper-example.com as fetched on 2026-10-30. It is an independent observation, not an assessment of the business, its owners, or its legal compliance. Ranges are illustrative estimates derived from public industry benchmarks and are not measurements of this store's traffic, conversion, or revenue. Prepared by LeakBrief using LeakBrief. Not affiliated with or endorsed by Shopify Inc. or Inkwell Paper Co..
What would a brief for trailhead-gear-example.com say?
trailhead-gear-example.com is a fictional outdoor gear store, and its brief leads with: Shipping cost not visible before cart.
- First line
- Looked through Trailhead Gear's homepage and a product page and couldn't spot what shipping costs before the cart. Surprise costs are the top reason shoppers abandon checkout in Baymard's research.
- Subject line
- shipping costs on Trailhead Gear
What did we notice?
We couldn't find shipping costs or a free-shipping threshold on the homepage or on the product page /products/ridgeline-40l-pack before the cart.
Why does it matter?
Extra costs such as shipping are the top reason shoppers abandon checkout (40% of abandoners, Baymard 2025). When the cost only appears late, shoppers can leave instead of continuing.
Benchmark: Baymard 2025: 40% cite extra costs, 12% total cost not visible
What did we see?
| Signal | Value | Page |
|---|---|---|
| Shipping cost on the home page | none found | / |
| Shipping cost on the product page | none found | /products/ridgeline-40l-pack |
What could it be worth?
1-5% conversion uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Show the shipping cost or free-shipping threshold in the announcement bar and directly under the price on product pages.
Which other signals are worth a look?
What did we notice?
The product page /products/ridgeline-40l-pack showed no star rating or review widget when we loaded it on a mobile viewport.
Why does it matter?
Shoppers use ratings and reviews to judge brands they do not know, and a product page without them can send first-time visitors elsewhere to check. Visible social proof near the price often supports the add-to-cart decision.
Benchmark: Public benchmarks on reviews and conversion
What did we see?
| Signal | Value | Page |
|---|---|---|
| Star rating in the page data | none found | /products/ridgeline-40l-pack |
| Reviews widget on the product page | none found | /products/ridgeline-40l-pack |
What could it be worth?
2-6% conversion uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Show a star rating near the price and a review block above the fold on mobile, starting with best sellers.
What did we notice?
With a median product price of £140, the product page /products/ridgeline-40l-pack doesn't mention returns or exchanges anywhere we could see on mobile.
Why does it matter?
The returns policy is a reason for 13% of shoppers who abandon an order (Baymard 2025). At this price point, a one-line returns promise near the price can reduce hesitation.
Benchmark: Baymard 2025: 13% cite the returns policy
What did we see?
| Signal | Value | Page |
|---|---|---|
| Returns information on the product page | none found | /products/ridgeline-40l-pack |
| Median product price | £140 | /products.json |
What could it be worth?
1-3% conversion uplift (illustrative)Illustrative range based on public benchmarks and public storefront data; not a measurement of your store's revenue.
What is the next step?
Add a one-line returns promise under the add-to-cart button, linking to the full policy.
This brief is based only on publicly accessible pages of trailhead-gear-example.com as fetched on 2026-10-30. It is an independent observation, not an assessment of the business, its owners, or its legal compliance. Ranges are illustrative estimates derived from public industry benchmarks and are not measurements of this store's traffic, conversion, or revenue. Prepared by LeakBrief using LeakBrief. Not affiliated with or endorsed by Shopify Inc. or Trailhead Gear.