CrowFlip Sourcing Scanner: check the evidence behind a verdict
Sourcing

CrowFlip Sourcing Scanner: check the evidence behind a verdict

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How we use AI, sources and examples

Quick answer

CrowFlip's scanner helps identify an item and turns bounded inputs into a calculated BUY / GAMBLE / LEAVE result. Its market sample consists of active eBay asking prices, not verified transactions. The result cannot establish authenticity, an achieved resale price or a guaranteed profit.

This guide explains the current Sourcing Scanner workflow. It is not a report of successful sales generated by the product.

Separate recognition, price evidence and arithmetic

A photograph may help identify the model and visible condition. It cannot reveal every hidden defect or accessory. Check the model label, included parts and functions yourself. Then review whether sampled listings describe genuinely comparable items rather than accessories, different variants or damaged stock.

Active sellers can ask for any amount. A displayed range is therefore a starting point for research. The scanner provides a separate sold-items search for manual checking; opening that search does not automatically validate a sale or update the scan's evidence.

Hypothetical result: good arithmetic, weak evidence

The current deterministic model applies a condition factor and a 15% fee/risk buffer. That buffer is a model allowance, not a quote for the exact marketplace fee, postage or tax you will owe.

Assume an invented conservative market input of EUR 100, condition USED_GOOD and purchase price EUR 50:

  • Condition adjustment: 100 × 0.95 = EUR 95.00.
  • After the model buffer: 95 × 0.85 = EUR 80.75.
  • Estimated surplus: 80.75 − 50 = EUR 30.75.
  • Purchase-cost ROI: 30.75 ÷ 50 = 61.5%.

With only three sampled listings, the model still returns GAMBLE, despite those favorable numbers. Weak recognition, a small sample or damaged/unknown condition can also prevent a confident BUY verdict. These inputs are hypothetical, not current prices or an actual scan.

A buying checklist after the scan

  1. Confirm exact model and variant against the item itself.
  2. Test functions and record defects, missing parts and accessories.
  3. Inspect comparable listings; distinguish active asks from achieved prices.
  4. Check sold results manually and reject mismatched examples.
  5. Calculate a lower-price scenario including actual selling, shipping and preparation costs.
  6. Decide your buying limit independently of the label shown by the scanner.

Next step: Use the scanner for identification and its available sample, then check your expense model with the eBay calculator. For collections, the job lot buying-limit guide helps separate saleable units and risk reserves.

The profit, margin and ROI guide explains the measures; the Kleinanzeigen safety guide handles payment and handover risks separately.

Frequently asked questions

Does BUY promise the item will sell?

No. It means the available inputs meet the current calculation thresholds, not that demand or a sale was verified.

Does the scanner prove authenticity or seller trust?

No. Recognition confidence and a market sample do not verify the transaction.

Is its buffer an itemised cost estimate?

No. Replace that broad allowance with a full cost calculation before committing money.

Primary sources

Facts that can change over time were checked against these sources.

Assess your next find

Compare your product photo and purchase price with active eBay listings. The scanner does not verify sellers or transaction safety.

Open sourcing scanner