Auction demo
Value a lot against comparable sales
Price a lot against completed sales you can open and inspect.
The challenge
Valuations arrive as a number with no comparables attached, which makes them impossible to challenge.
The scenario
A buyer needs a defensible value for a lot before deciding what it is worth bidding.
What goes in
- Target lot
- The lot being valued, with its condition and attributes.
What you can ask
Illustrative prompts. Results depend on your own data and are not deterministic.
- “What have comparable lots sold for?”
- “Which comparables are you using?”
- “How does condition change this value?”
How Clearception approaches it
How the work is structured. Each step shows what its output is grounded in.
Find comparables
ObservedIdentify completed sales of genuinely similar lots.
Adjust for difference
EstimateAccount for condition and attribute differences.
Show the basis
EstimatePresent the value with every comparable listed.
What you get
The shape of what comes back — not a promised result.
Valuation with comparables
EstimateAn estimated value and the completed sales behind it.
Why it matters
- Challengeable values
- You can disagree with a comparable rather than a number.
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Screen equities against stated criteria
Run a reproducible screen and see the measures that qualified every result.
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Want to try this with your own work?
Open Auction and bring your own data. No signup is needed to read these demos.