The same product in 500 g, 1 kg, 5 kg, or bulk packaging is reconciled to a comparable tier so the team is not surprised by a wholesale price beside a retail price.
Synthetic sample report
Daily pricing priorities
This sample uses fictional products and market sources. It shows the client-facing outcome: what to review today, why it matters, confidence, evidence, and exportable data.
Comparable products96
Market prices read540
Verified matches32
Review price7
Margin opportunity5
ForecastLearning
Decision queue
Search product, action, evidence, or market source.
| Product | Pack tier | Own price | Lowest market | Market median | Gap | Sources | Match type | Confidence | Action | Forecast state | Evidence |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Premium almonds 1 kg Category: natural foods · raw |
Retail 1 kg | $18.90 | $16.82 | $17.40 | +12.4% | Market A, Market C | Verified | High | Review price | Learning | 2 links |
| Protein bar 12-pack Category: supplements |
Retail multi-pack | $22.10 | $24.05 | $24.80 | -8.1% | Market B, Market D | Verified | Medium | Margin opportunity | Learning | 3 links |
| Organic raisins 5 kg Category: pantry · raw |
Wholesale 5 kg | $54.50 | $50.90 | $52.70 | +7.1% | Market A | Probable | Low | Verify match | Learning | 1 link |
| Sunflower oil 900 ml Category: grocery · oil form |
Retail 900 ml | $3.90 | $3.82 | $3.96 | +2.1% | Market C, Market D | Verified | High | Aligned | Learning | 2 links |
| Private label rice 5 kg Category: staples |
Wholesale 5 kg | $12.40 | $11.05 | $11.58 | +12.2% | Market A, Market B, Market C | Verified | High | Review price | Learning | 4 links |
| Dog food 15 kg Category: pet · bulk |
Bulk 15 kg | $31.20 | $33.95 | $35.10 | -8.1% | Market D | Verified | Medium | Margin opportunity | Learning | 1 link |
| Coffee beans 500 g Category: pantry · raw |
Retail 500 g | $11.20 | $10.95 | $11.30 | +2.3% | Market A, Market B | Verified | High | Aligned | Learning | 2 links |
| Honey 1 kg jar Category: pantry · raw |
Retail 1 kg | $9.80 | $8.20 | $8.65 | +19.5% | Market A, Market C, Market D | Verified | High | Review price | Learning | 3 links |
| Toilet paper 24-pack Category: household |
Retail multi-pack | $14.60 | $15.80 | $16.40 | -11.0% | Market B, Market C | Verified | Medium | Margin opportunity | Learning | 2 links |
| Walnut halves 10 kg Category: pantry · raw |
Bulk 10 kg | $104.00 | $96.50 | $99.20 | +7.8% | Market A | Probable | Low | Verify match | Learning | 1 link |
| Olive oil 2 L Category: pantry · oil form |
Retail 2 L | $24.40 | $23.10 | $24.85 | +1.8% | Market B, Market D | Verified | High | Aligned | Learning | 2 links |
| Quinoa 1 kg Category: natural foods · raw |
Retail 1 kg | $8.40 | $9.10 | $9.50 | -7.7% | Market C, Market D | Verified | High | Margin opportunity | Learning | 2 links |
No rows match the current filter.
Matches are classified by attribute alignment, not raw similarity. Low-confidence comparisons stay in review. The sample never turns uncertain evidence into an automatic decision.
Almonds, almond oil, almond flour, and almond bars share an ingredient but the brief never mixes them when comparing prices. The team gets clean per-form decisions.
Rows keep source count, timestamp, price unit, and freshness state so the team can inspect why an action appears.
Uncertain comparisons stay in review until the team confirms them. Evidence is preserved row-by-row.
The report is designed to be opened by non-technical teams and exported into spreadsheet workflows.