Pricing opportunityapprovedhigh confidence
Pricing opportunity on Trail Daypack 24L
● approved+$756/yr once you apply it
01what happened
3 competing retailers list comparable products between $92 and $99. Acme's $79 price is below the observed median. Testing $86 would remain below that median and could add about $63 a month if unit sales hold.
// rules-based explanation; AI narrative unavailable
02the fix you approved
price.diff · approved
Trail Daypack 24Lsku TRL-DPK-24
−price $79
+price $86(+8.9%)
$79→$86
Still priced below every competitor LedgerLens checked.
03evidence
Your price vs market median
$79 → $96
17.7% below median
04market evidence · apify
Demo dataset, not live market data05calculations
| 01 | Competitor median | median($92, $96, $99) | $96 |
| 02 | Gap to median | ($96 − $79) / $96 | 17.7% below |
| 03 | Conservative price | min($96 × 0.90, $79 × 1.15), rounded down to a whole dollar | $86 |
| 04 | Monthly upside | $7 × 9 units/month (trailing 90-day velocity) | $63 |
| 05 | Annual upside | $63 × 12 (unrounded) | $756 |
// integer cents, deterministic engine
06uncertainty and missing evidence
- ?Assumes unit sales hold at the historical pace; demand elasticity is not measured.
- ?Competitor products are comparable, not identical; brand and shipping terms differ.
07agent.log
+ show 15 steps− hide steps
- 09:40:54ledger loaded: 202 transactions, 985 orders, 18 products
- 09:40:54202 transactions analyzed; 1 likely duplicate payment
- 09:40:549 recurring charges found; 1 merit review
- 09:40:5418 products analyzed; 1 with margin compression
- 09:40:54selected 3 products for market research
- 09:40:55loading demo dataset for 8 competitor listings
- 09:40:55collected 8 competitor prices (demo dataset)
- 09:40:552 pricing opportunities; 1 corroborate margin erosion
- 09:40:554 of 4 findings supported by evidence
- 09:40:55duplicate payment to summit packaging supply: $1,058 one-time
- 09:40:55margin erosion on alpine insulated bottle 32oz: $1,872 a year
- 09:40:55pricing opportunity on trail daypack 24l: $756 a year
- 09:40:55relay inbox subscription price increase: $600 a year
- 09:40:55$4,286 in potential annual profit recovery
- 09:40:564 recommendations ready for review