# Product research decision report — Live Edge Wood Board

Generated 2026-09-08T00:00:00.000Z. Market: US. Collection: unknown.

Copy review status: FACT\_CONFIRMATION\_REQUIRED.

Product basis (seller-stated): wood / board.
Observed USD comparable sample: unknown.
Submitted records: unknown; observed: unknown; comparable observed: unknown; eligible USD: unknown. These are submitted-record counts.
Attempted queries: unknown.
Collection note: none supplied.
Demand / search volume / sales: unknown.

## Three decisions

### 1. Keep the item identity clear: wood board.

The product type and material are seller-stated facts. Keyword order prioritizes supplied keywords, then seller tags, then comparable observed title phrases; it is not a demand ranking.

No input phrase survives in the final title; review the title before publication.

Basis: product.type; product.material.

### 2. Use traceable supporting phrases in tags and description without treating them as demand measurements.

Source labels and actual placement below let the reviewer distinguish seller wording, product suggestions and observed comparable wording.

Input phrases actually present in tags or description: live edge board, wood grain board, natural edge board, wooden board, wood board decor, rustic wood board.

Basis: live edge board; wood grain board; natural edge board; wooden board; wood board decor; rustic wood board.

### 3. Position this as wood board, emphasizing seller-stated features: visible wood grain; natural edge.

Product facts support what can be said about this item; comparable listing prices provide sample context only and cannot establish a target price or demand.

USD price positioning remains unresolved because eligible measured price evidence is missing.

Basis: product.

## Comparable evidence

Records below are operator-supplied; links were not rechecked by this run.

| ID / source | Query / observed at | Listing / title | Original price | Comparison judgment | USD range |
| --- | --- | --- | --- | --- | --- |
No comparable records supplied.

## Keyword decisions and final copy usage

An input can be absent after cleanup. Output-only wording has unknown research provenance. A query is not a buyer search-volume measurement.

| Phrase | Provenance | Actual usage | Why / limitation |
| --- | --- | --- | --- |
| live edge board | product-derived: original-photo | tags: live edge board | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |
| wood grain board | product-derived: original-photo | tags: wood grain board | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |
| natural edge board | product-derived: original-photo | tags: natural edge board | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |
| wooden board | product-derived: original-photo | tags: wooden board | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |
| wood board decor | product-derived: original-photo | tags: wood board decor | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |
| rustic wood board | product-derived: original-photo | tags: rustic wood board | Describes the visible board, edge or grain. Search demand has not been measured. Presence was checked in the final cleaned copy. The provider's internal choice rationale is not measured. |

## Seller-provided inputs

Keywords: none supplied.
Seller tags: none supplied.
Legacy price claims (not used in the range): \{"priceP25":null,"priceP75":null,"medianPrice":null\}.
These are supplied claims, not measured comparable prices. They are never used to compute the observed USD range.

## Missing evidence

- No research evidence was supplied. Search collection status and sample coverage are unknown.
- No dated observed comparable listings are available.
- No observed, classified comparable USD prices are available; the USD range is unknown.
- No observed title phrases support the selected keyword inputs.
- Product dimensions were not supplied; comparable sizes and size claims cannot be confirmed.
- Care instructions were not supplied; do not invent care or food-contact claims.
- No product variants or seller prices were supplied; price positioning cannot establish a selling price.
- Maker details are unconfirmed; do not assert that the item is handmade, designed, handpicked or sourced.
- Unconfirmed product fact: wood species.
- Unconfirmed product fact: finish.
- Unconfirmed product fact: intended use and food-contact suitability.
- Unconfirmed product fact: dimensions.
- Unconfirmed product fact: maker information.

## Limitations

- Observations were supplied by the operator; Studio validates their structure and title/phrase consistency, but does not fetch, authenticate or refresh the linked pages.
- Collection status is operator-reported and describes the attempted queries only. Submitted record counts are not the total search results or a representative market sample.
- Observed search phrases are words in listing titles returned for a query, not evidence that buyers typed those phrases. Seller tags and supplied keywords measure seller wording only.
- Price range is computed only from observed, explicitly comparable USD records. Other currencies, unknown comparison judgments and seller price claims are excluded; no currency conversion is performed.
- Displayed prices can depend on variant, promotion, shipping, tax and observation date. Product-fit reasons are operator judgments; confirm sizes and variants before comparing.
- Demand, search volume, sales and expected performance are unknown. No recommended price, sales lift or ranking improvement is inferred.
- Keyword usage matches whole normalized phrases after punctuation/case normalization. A shortened or rewritten phrase is not counted as the full input phrase.

The exact delivered title, tags and description are in listing.md / listing.json and the JSON version of this report. Rebuild this report after editing copy.