Quick answer

Paper trading is how you learn Online Arbitrage without paying tuition to Amazon. Instead of buying the first 20 deals that look profitable, you log them on a scorecard — source URL, exact listing match, buy cost, fees, expected ROI — and check 30 days later what would actually have happened. Most beginners discover their early calls were wrong in repeatable ways: mismatched listings, fantasy selling prices, missed fee lines. Better to learn that on paper for free than with £1,000 of dead stock in a prep centre.

Why first buys go wrong

The failure pattern is consistent. A new seller finds a product at £8 that "sells for £24" on Amazon, runs it through an FBA calculator, sees 60% ROI, and buys 20 units. Then reality arrives: the £24 was one seller's asking price, not the selling price. Or the listing was a 3-pack and they matched a single unit. Or Amazon price-tanks the Buy Box a week later. None of these are bad luck — they are process errors, and process errors can be trained out before money is on the line.

Step 1: exact listing match before economics

Never run the numbers on an approximate match. Before a deal touches your calculator, confirm:

If the match is not exact, the economics are fiction. Exact listing first, calculator second — always in that order.

Step 2: rank your evidence (the evidence ladder)

Not all demand signals deserve equal trust. Work down the ladder and stop when the evidence runs out:

A deal is only real when the top of the ladder supports the bottom. If rank history says the product barely sells, the listed price is irrelevant.

Step 3: keep a rejection memory

Every deal you reject, log it with the reason: ROI below threshold, IP or brand-complaint risk, variation mismatch, Buy Box rotation, Amazon as a seller. Two reasons. First, sourcing re-surfaces the same dead deals endlessly — a rejection memory stops you re-analysing the same ASDA clearance toy every fortnight. Second, rejections are revisitable: when something material changes (seller count drops, price moves, Amazon leaves the listing), the logged deal becomes a fresh candidate in seconds. Near-misses are an asset if you file them, and a time sink if you don't.

Step 4: the paper-trading scorecard

One spreadsheet row per deal. Columns:

After 20 deals, grade yourself. How many buy calls would have made money? How many rejections were correct? Which fee lines did you keep underestimating? The scorecard tells you which part of your process leaks before your bank balance does. Start placing real orders when your logged accuracy says you are ready — not when impatience says so.

How long should you paper trade?

Twenty deals is roughly two to three weeks of normal sourcing sessions, plus a 30-day wait for outcomes on the earliest ones. That feels slow. It is not — it is the fastest route to a calibrated eye, and it costs nothing but evenings. The sellers who skip it pay for the same education in gated stock, stranded inventory and returns.

Related reading

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