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2027 Edition · Intro edition · Free

The Ecommerce Playbook

How to pick, source, price and sell a product, built from real product checks, not opinions. 18 pages, updated 6 October 2026.

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Cover of the SiteNeuro Ecommerce Playbook, 2027 Edition
Inside the intro

Four chapters, every number dated

36,713US search terms read for our own product checks
0 of 36popular US products passed all four tests
28.8%US duty on a camping tent from China today
  1. 01Pick a product that can make moneyread below
  2. 02Where to sell, and the US, UK and Germany at a glancePDF
  3. 03What one sale really costs in 2026PDF
  4. 04Marketing basics: creators before adsPDF
  5. —Free starter toolkit, by way of sellingPDF
  6. —A real Launch Dossier resultPDF
What this playbook is built on

Sources most sellers never check, combined and dated

Official tariff schedules are public, but they’re dense legal text. Search and marketplace data comes through paid data services most sellers never buy. We read both, for every product we check.

Product research

What sells, at what price, and who owns the page.

  • Amazon page-1 listings, prices, reviews and package sizes (Apify, Outscraper, DataForSEO)
  • Google Shopping prices (Serper, SerpApi)
  • Our own product checks: 48 US products, 5–6 October 2026

Market research

How many people search, and whether it is growing.

  • Google Ads keyword data: 36,713 US search terms, with volume and 12-month history (DataForSEO)
  • Google Trends, 5 years (SerpApi)
  • UN Comtrade: what each country imports, and from where

Company and supplier research

Who makes it, for how much, and whether they are real.

  • Made-in-China.com supplier listings: price, minimum order, package size
  • AliExpress Affiliate API
  • Supplier websites, fetched and checked for matching contact details

Logistics and customs

What it costs to get one unit to a customer.

  • USITC Harmonized Tariff Schedule, including the Section 301 lists
  • USTR, CBP and the Supreme Court: 2026 tariff and duty-free parcel rules
  • UK Trade Tariff (HMRC) and the EU tariff
  • Amazon FBA fee tables; our parcel and freight cost model

Marketing research

Who your buyers watch, and what it costs to reach them.

  • YouTube Data API: creators, views, engagement
  • TikTok (Apify) and Instagram (Graph API) creator profiles
  • Google Ads cost per click (DataForSEO)
  • Meta Ad Library
Chapter 01 · free to read

Pick a product that can make money

Demand is the easy part. Every one of the 36 products in our 5 October 2026 US check had real search demand, yet none passed. A product has to pass four tests, in this order:

People already search for it

Real search volume in your country, steady or growing over 12 months. Not a feeling, not one viral video.

A newcomer can still sell

Page 1 has young listings from small sellers that sell every month, and no single brand owns the reviews.

It pays after every cost

Factory price, freight, duty, delivery, card fees and returns, with money left for marketing and a profit.

The supplier data is real

A factory price and box size that match the product people buy, not a carton, an accessory or a price per m².

From our data · US check, 5 October 2026: 36,713 search terms → 36 products

Why 36 products with real demand failed. Crowded pages and costs beat demand every time.

Big sellers own page 114 of 36
Costs more than it can earn9 of 36
Too cheap to carry the costs8 of 36
No trustworthy factory price5 of 36

Seven ways supplier data misleads you

Each of these gave us a wrong number at least once, before we built a check for it.

1. A carton priced as one unit

A “car seat” listed at 90 kg and 1.5 m³: the export carton, not the seat.

Compare the size with the top Amazon listing’s box.

2. A different product, same name

“Car battery charger” came back at $5, $19.29 and $140 in three runs. The $140 one was industrial.

Ignore factory prices at or above the shelf price.

3. An accessory, not the product

A $3 “Nuna stroller” listing, against a $411 stroller.

Ignore factory prices under 5% of the shelf price.

4. A price per square metre

A “$60” pergola was $60–129 per m². About 11 m² makes it $660–1,430, against $508 on Amazon.

Read the unit next to the price: m², metre, kg, roll.

5. Inches read as centimetres

A 21.8 kg push mower in a 7.9 × 4.9 × 4.2 cm box.

More than 4 kg per litre is a misread size.

6. A weight that can’t be right

An 18 g portable breast pump in a 3.1 litre box.

Less than 20 g per litre is a misread weight.

7. A brand, not a product

“Nuna stroller” and “Thule roof rack”: page 1 belongs to one brand you can’t make.

If one word leads a third of page-1 titles, it’s a brand.

Do this for your product

Run the four tests before you buy stock. A Launch Dossier runs them for 3 products in your market and budget, sets aside bad supplier data with the reason, and shows what would make a near-miss work.

Free download

Get the full intro: 18 pages, PDF

Where to sell, the US, UK and Germany side by side, what one sale really costs with 2026 duty, marketing basics, the free toolkit and a real Launch Dossier result.

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The full playbook (13 chapters, about 60 pages) comes with every Launch Dossier.

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