Bamboo Proptech

Price Prediction

How to use AuctionPro's AI-powered price prediction tool to set competitive start prices for your auction properties.

What is Price Prediction?

Price Prediction is an AuctionPro feature that uses AI to suggest a competitive start price for your auction property. It analyses market data based on the property's details and location to provide a data-driven pricing recommendation.

How to Use Price Prediction

1. Open the Pricing Tab

When adding or editing a property, navigate to the Pricing tab. If your branch has an AuctionPro subscription, you'll see the Price Prediction panel on the right-hand side of the pricing form.

2. Ensure Property Details Are Filled In

The prediction model requires a minimum amount of property information before it can generate a suggestion. Make sure you have entered:

  • Postcode (on the Location tab)
  • Property type (on the Property tab)
  • Bedrooms or bathrooms count (on the Property tab)

If there isn't enough data, the button will be disabled with a message explaining what's needed.

3. Get a Prediction

Click the Get Price Prediction button. The system will analyse market data and return:

  • Suggested Start Price - The recommended starting price for your auction.
  • Suggested Range - A minimum and maximum range to help you gauge where the start price should sit.

4. Apply or Regenerate

Once you have a prediction:

  • Click Apply Predicted Price to automatically set it as the property's start price.
  • Click the regenerate icon next to the predicted price if you'd like a fresh suggestion.
  • You can manually adjust the start price after applying if needed.

What Data Does It Use?

The prediction is based on:

  • Property type (house, flat, land, etc.)
  • Number of bedrooms, bathrooms, and reception rooms
  • Postcode and location coordinates
  • City
  • Auction type (traditional or conditional)

The model is trained on historical auction data to provide relevant, market-informed suggestions.

Important Notes

  • Price Prediction is a suggestion tool - it should inform your pricing decision, not replace your professional judgement.
  • The prediction is for the start price (the opening bid amount), not the guide price or reserve.
  • If the prediction seems unexpected, consider the property's unique characteristics that the model may not account for, such as condition, renovation potential, or unusual features.
  • Predictions work best for standard residential properties with good comparable data in the area.

Requirements

  • An active AuctionPro subscription on the branch.
  • Property must have a postcode, property type, and at least a bedroom or bathroom count entered.

If your branch doesn't have AuctionPro, you'll see an Upgrade to Predict Price button instead.

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