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PRODUCT RESEARCH

02 / 06

Replace seller anchors with researched product value

Evaluate comparable product value line by line, with the coverage and confidence needed to judge the strength of the load-level result.

Check Manifest Value Watch Demo

Account sign-up first — your manifest upload comes right after.

A tactile miniature research lens over the manifest rows, checking each product line.
Buying decision The seller claim, tested line by line
You bring
A seller value claim on specific manifest lines
You leave with
Seller Value and Fair Value on the same supported basis

Value reconciliation

Value claims are only useful when their basis is visible

Liquidata keeps Seller Value and Fair Value on the same supported line-item basis and shows coverage beside both. That makes overstatement, understatement, and missing evidence easier to inspect.

Decision to make

Does comparable retail evidence support the seller value claim?

EVIDENCE PATH

Resolve the product before you trust the price

Seller Value and Fair Value stay on the same supported lines, with coverage beside both.

  1. 01

    Resolve the product

    Use UPC, model, brand, description, and other available identifiers to establish the researched item.

  2. 02

    Evaluate comparable evidence

    Organize current comparable value on the same product and quantity basis as the manifest line.

  3. 03

    Reconcile the load

    Aggregate supported lines into Fair Value while preserving coverage, confidence, and unmatched items.

DECISION OUTPUT

Separate researched value from seller retail

Seller Value

Keep the seller-provided value for the same supported line items used by Fair Value.

Fair Value

Use researched comparable retail value for supported line items.

Coverage

See how much of the product and value basis is supported before trusting the total.

Run the next seller claim through the same test.

Check Manifest Value See the public evidence first

See the evidence

Inspect the evidence before you put capital behind it

Check how Seller Value, Fair Value, and coverage sit side by side on published load records.

Inspect Loads Check Manifest Value
  1. Analyzed load records Inspect product resolution, supported value, coverage, condition, and recovery evidence on published loads. Inspect Loads
  2. Recorded-sale context Check eligible final-sale cohorts, category activity, methodology, freshness, and suppressed outputs. Open Market Pulse
  3. Analysis requirements Confirm supported file formats, the research workflow, value definitions, and privacy boundaries. Review Guidance

Questions

Questions to settle before you use this decision

What is Fair Value?

Fair Value is Liquidata researched comparable retail value for supported manifest line items. It is distinct from the seller-reported Seller Value.

Is Fair Value a resale forecast?

No. Fair Value describes comparable retail value. Expected Resale Revenue is a separate category-and-condition measure with its own eligibility requirements.

Why does coverage matter?

A total based on a small supported subset can be misleading. Coverage shows how much of the manifest quantity and value basis is included in the comparison.

Keep exploring

With the value basis tested, price the recovery it can support, then the whole manifest.

View all solutions

THE NEXT VALUE CLAIM

Check the seller value claim line by line.

Keep Seller Value and Fair Value on the same supported line-item basis, with unmatched exposure still visible.

Check Manifest Value Watch Demo View pricing