# `List at` source audit

Generated 2026-09-23T01:36:56.227472+00:00 by `audit_list_at_sources.py`. Read-only: no database
writes, no xAI calls, no cache writes.

Command: `audit_list_at_sources.py --hidden-v3 --limit 100`

Keepa tokens consumed: **378**

The AI reasonableness check was stubbed to `True` for every row, so
`recomputed List_at` is the ARITHMETIC the pricing code produces. The
`AI check in play` column says which rows reach that check in production.

## Summary

```
LIST AT SOURCE AUDIT  2026-09-23 01:36:56Z  |  63 rows, 378 Keepa tokens
  sample: withheld v3 rows, 2+ sales (limit 100); processed 63, failed 0
(a) WHAT SET List at   [median/sparse 19 | mode-distinct 6 | unclassified 35]
  mode, backed by ONE SHARED price point ......... 3   <- the hypothesis
    reconstruction == production 3 | ceiling did not overwrite it 3
  de-duplicating CHANGES List at on ............. 7 row(s), median drop $263.69
(b) List at vs LOWEST NEW OFFER IN ITS PEAK WINDOW(S)   csv[1], item price
  rows with a New price in a peak window ........ 24 of 63
  List at ABOVE that floor ...................... 0
  comparison only: List at above TODAY's New ... 0  (buy side, not a bound)
(c) AMAZON CEILING   min(current, 180d, 365d) x 0.90
  clipped a peak-season List at on .............. 0 row(s)
    on TODAY's Amazon price, outside the peak month  0
    on a trailing average that blends the seasons .. 0
(d) THIN PEAK SEASON  unpriced if distinct points < min  [sparse]  of 28 priced (35 already not)
  min 2:  peak month only  12 [0]  |  peak month +/-1   0 [0]
  min 3:  peak month only  23 [0]  |  peak month +/-1   7 [0]
  min 4:  peak month only  27 [0]  |  peak month +/-1  16 [0]
```

## Every row

| ASIN | stored List_at | recomputed List_at | how | recon==prod | peak | sane sales | fed List_at | mode count | distinct points | shared dups | dup set price | sales after dedup | List_at after dedup | peak after dedup | dedup changed | peak-window New floor | median window floor | windows (yyyy-mm:floor) | windows | New points in windows | floor carried forward | List_at - peak-window New | today's New (item) | today's New (landed) | live offer item | live offer ship | ship estimated | live offer FBA | live New offers | above today's New | ceiling clipped | ceiling basis | Amazon price used | ceiling value | ceiling = today's price | measured outside peak month | ceiling blends seasons | ceiling mirror == prod | pre-ceiling branch value | peak-window New cap | season centre | centre mirrored (sparse) | sparse rescue | points in peak month | points in peak +/-1 | sales in peak month | sales in peak +/-1 | v4 List_at | v4 window | v4 window points | 1yr mean | 1yr median | v4 AI skip (mean) | v4 AI skip (median) | stored 1yr_Avg | stored Price_Now | stored sale count | version | offer drops | price source | AI check in play | error |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 0071739483 |  | 62.49 | median | True | Sep | 7 | 2 | 0 | 2 | 0 | False | 7 |  |  | False | 58.5 | 58.5 | 2025-10:58.50; 2026-09:58.50 | 2 | 0 | True |  |  | 62.49 | 58.5 | 3.99 | False | False | 1 | False | False |  |  |  | False |  | False |  | 185.57 | applied | 9 | False | False | 1 | 2 | 1 | 2 | 62.49 | Jul-Aug-Sep | 2 | 132.62 | 116.7 | True | True | 132.622857142857 | 50.99 | 7 | 3 | 12 | Inferred Sales | True |  |
| 0080379303 |  | 37.27 | median | True | Nov | 8 | 4 | 0 | 3 | 1 | False | 7 | 37.29 | Nov | True | 71.43 | 71.43 | 2025-10:-; 2025-11:71.43 | 2 | 27 | False |  |  | 132.95 | 132.95 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 37.27 | not needed | 11 | False | False | 2 | 4 | 2 | 4 | 75.42 | Nov-Dec-Jan | 2 | 55.0 | 39.45 | False | False | 54.99875 | 93.85 | 8 | 3 | 23 | Inferred Sales | True |  |
| 0133261581 |  |  | unclassified | False | Jun | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  | 9.99 | 9.99 |  | False | False | 4 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 1 | 244.38 | Jun-Jul-Aug | 2 | 230.36 | 202.33 | True | True | 230.36 | 50.78 | 3 | 3 | 20 | Inferred Sales | False |  |
| 013453333X |  |  | unclassified | False | May | 4 | 0 | 0 | 0 | 0 | False | 4 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 176.96 | Dec-Jan-Feb | 2 | 316.35 | 380.31 | True | True | 316.3525 | 154.47 | 4 | 3 | 8 | Inferred Sales | False |  |
| 0194798526 |  |  | unclassified | False | Jul | 14 | 0 | 0 | 0 | 0 | False | 8 |  | Jul | False |  |  |  | 0 | 0 | False |  | 97.3 | 69.52 | 65.53 | 3.99 | False | False | 13 | False | False |  |  |  | False |  | False |  |  |  | 7 | False | False | 1 | 1 | 1 | 1 | 52.6 | Aug-Sep-Oct | 2 | 67.66 | 69.2 | True | True | 67.6628571428571 | 55.26 | 14 | 3 | 38 | Inferred Sales | False |  |
| 0198219679 |  |  | unclassified | False | Jun | 5 | 0 | 0 | 0 | 0 | False | 4 |  | Jun | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 1 | 250.74 | Jun-Jul-Aug | 2 | 158.8 | 127.5 | False | False | 158.798 | 50.78 | 5 | 3 | 13 | Inferred Sales | False |  |
| 0262516373 |  | 340.94 | median | True | Jul | 9 | 3 | 0 | 3 | 0 | False | 7 | 340.94 | Jul | False | 1330.88 | 1330.88 | 2026-07:1330.88; 2026-08:1330.88 | 2 | 1 | True |  | 1976.0 | 1330.88 | 1330.88 |  | False | False | 2 | False | False |  |  |  | False |  | False |  | 340.94 | not needed | 7 | False | False | 2 | 3 | 2 | 3 | 360.09 | May-Jun-Jul | 2 | 132.21 | 84.89 | False | False | 132.208888888889 | 48.47 | 9 | 3 | 10 | Inferred Sales | True |  |
| 030010006X |  |  | unclassified | False | Apr | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 4 | False | False | 1 | 1 | 1 | 1 | 257.93 | Sep-Oct-Nov | 2 | 286.91 | 274.03 | True | True | 286.91 | 75.44 | 3 | 3 | 4 | Inferred Sales | False |  |
| 0312932049 |  | 318.98 | mode-distinct | True | Sep | 17 | 2 | 2 | 2 | 0 | False | 10 | 318.98 | Sep | False | 962.24 | 962.24 | 2026-09:962.24 | 1 | 0 | True |  |  | 962.24 | 962.24 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 318.98 | not needed | 9 | False | False | 2 | 5 | 2 | 5 | 318.98 | Sep-Oct-Nov | 2 | 99.76 | 28.93 | False | False | 99.7552941176471 | 26.93 | 17 | 3 | 26 | Inferred Sales | True |  |
| 0357013204 |  |  | unclassified | False | Mar | 11 | 0 | 0 | 0 | 0 | False | 8 | 389.23 | Dec | True |  |  |  | 0 | 0 | False |  |  | 439.95 | 439.95 |  | False | True | 2 | False | False | avg365 | 432.48 | 389.23 | False |  | False |  |  |  | 3 | False | False | 1 | 1 | 1 | 1 | 389.23 | Jan-Feb-Mar | 3 | 435.0 | 188.17 | True | False | 434.996363636364 | 183.65 | 11 | 3 | 17 | Inferred Sales | False |  |
| 038709833X |  | 856.64 | median | True | Jan | 34 | 8 | 0 | 7 | 1 | False | 26 | 703.02 | May | True | 852.83 | 856.24 | 2025-12:894.67; 2026-01:852.83; 2026-02:856.24 | 3 | 9 | False |  | 796.41 | 796.41 | 796.41 |  | False | True | 11 | False | False | avg180 | 1058.38 | 952.54 | False |  | False |  | 856.64 | not needed | 1 | False | False | 3 | 7 | 3 | 8 | 856.82 | Nov-Dec-Jan | 9 | 660.48 | 821.24 | False | True | 660.478529411765 | 80.99 | 34 | 3 | 42 | Inferred Sales | True |  |
| 0397587449 |  |  | unclassified | False | Jun | 5 | 0 | 0 | 0 | 0 | False | 4 |  | Jun | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 1 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 1 | 258.99 | Nov-Dec-Jan | 2 | 244.79 | 255.0 | True | True | 244.792 | 124.37 | 5 | 3 | 10 | Inferred Sales | False |  |
| 0425055124 |  |  | unclassified | False | May | 12 | 0 | 0 | 0 | 0 | False | 9 |  | May | False |  |  |  | 0 | 0 | False |  |  | 1014.8 | 1014.8 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 359.29 | May-Jun-Jul | 3 | 189.35 | 84.48 | False | False | 189.348333333333 | 107.97 | 12 | 3 | 26 | Inferred Sales | False |  |
| 0533151171 |  |  | unclassified | False | Aug | 4 | 0 | 0 | 0 | 0 | False | 4 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 8 | False | False | 1 | 1 | 1 | 1 | 14.88 | Feb-Mar-Apr | 2 | 38.98 | 14.88 | True | True | 38.9775 | 25.59 | 4 | 3 | 5 | Inferred Sales | False |  |
| 0557007585 |  |  | unclassified | False | Sep | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 9 | False | False | 1 | 1 | 1 | 1 | 240.02 | Dec-Jan-Feb | 2 | 271.98 | 312.5 | True | True | 271.983333333333 | 61.48 | 3 | 3 | 3 | Inferred Sales | False |  |
| 0615474527 |  | 133.13 | median | True | Nov | 3 | 3 | 0 | 3 | 0 | False | 3 |  |  | False | 359.98 | 359.98 | 2025-10:359.98; 2025-11:359.98; 2025-12:2935.84 | 3 | 2 | True |  | 2935.84 | 400.14 | 370.14 | 30.0 | False | False | 2 | False | False |  |  |  | False |  | False |  | 133.13 | not needed | 11 | False | False | 1 | 3 | 1 | 3 | 246.56 | Sep-Oct-Nov | 2 | 180.4 | 133.13 | False | False | 180.403333333333 | 61.54 | 3 | 3 | 9 | Inferred Sales | True |  |
| 0743523539 |  |  | unclassified | False | Jun | 6 | 0 | 0 | 0 | 0 | False | 5 |  | Jun | False |  |  |  | 0 | 0 | False |  |  | 253.94 | 249.95 | 3.99 | False | False | 2 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 2 | 257.93 | Jun-Jul-Aug | 4 | 317.29 | 344.9 | True | True | 317.288333333333 | 57.98 | 6 | 3 | 7 | Inferred Sales | False |  |
| 0761559973 |  |  | unclassified | False | Mar | 14 | 0 | 0 | 0 | 0 | False | 11 |  | Mar | False |  |  |  | 0 | 0 | False |  |  | 268.91 | 268.91 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 3 | False | False | 1 | 1 | 1 | 1 | 90.33 | Jun-Jul-Aug | 2 | 84.99 | 53.94 | True | False | 84.9907142857143 | 26.47 | 14 | 3 | 16 | Inferred Sales | False |  |
| 0764312200 |  |  | unclassified | False | May | 14 | 0 | 0 | 0 | 0 | False | 14 |  |  | False |  |  |  | 0 | 0 | False |  |  | 279.47 | 275.48 | 3.99 | False | False | 2 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 358.16 | Mar-Apr-May | 3 | 115.56 | 32.34 | False | False | 115.56 | 112.52 | 14 | 3 | 20 | Inferred Sales | False |  |
| 0801069629 |  |  | unclassified | False | Aug | 6 | 0 | 0 | 0 | 0 | False | 6 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 8 | False | False | 1 | 1 | 1 | 1 | 188.5 | Jun-Jul-Aug | 2 | 111.51 | 18.95 | False | False | 111.508333333333 | 36.12 | 6 | 3 | 9 | Inferred Sales | False |  |
| 0804850445 |  | 263.69 | mode-distinct | True | Jul | 5 | 3 | 2 | 3 | 0 | False | 4 |  | Jun | True | 246.03 | 259.7 | 2026-06:-; 2026-07:246.03; 2026-08:273.37 | 3 | 7 | False |  | 40.08 | 40.08 | 40.08 |  | False | True | 1 | False | False |  |  |  | False |  | False |  | 300.0 | applied | 7 | False | False | 2 | 4 | 2 | 5 | 250.02 | May-Jun-Jul | 2 | 300.34 | 300.0 | True | True | 300.34 | 32.07 | 5 | 3 | 11 | Inferred Sales | True |  |
| 081667213X |  | 7.21 | mode-shared | True | Nov | 17 | 3 | 2 | 2 | 1 | True | 14 | 7.21 | Nov | False | 35.81 | 35.81 | 2025-10:35.81 | 1 | 65 | False |  | 300.03 | 300.03 | 300.03 |  | False | True | 6 | False | False |  |  |  | False |  | False |  | 7.21 | not needed | 11 | False | False | 3 | 9 | 3 | 10 | 7.21 | Oct-Nov-Dec | 9 | 214.71 | 195.93 | True | True | 214.711764705882 | 14.33 | 17 | 3 | 22 | Inferred Sales | True |  |
| 0820320226 |  | 50.47 | median | True | Jun | 5 | 3 | 0 | 2 | 1 | False | 4 | 50.47 | Jun | False | 46.48 | 46.48 | 2026-06:46.48; 2026-07:46.48 | 2 | 0 | True |  |  | 46.48 | 46.48 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 438.37 | applied | 6 | False | False | 1 | 2 | 1 | 3 | 50.47 | May-Jun-Jul | 2 | 280.96 | 434.21 | True | True | 280.958 | 49.84 | 5 | 3 | 8 | Inferred Sales | True |  |
| 0828902739 |  |  | unclassified | False | Jun | 6 | 0 | 0 | 0 | 0 | False | 5 |  | Jun | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 2 | 23.98 | Jul-Aug-Sep | 3 | 117.42 | 28.16 | True | True | 117.415 | 23.55 | 6 | 3 | 7 | Inferred Sales | False |  |
| 084773028X |  | 16.22 | mode-distinct | True | Feb | 42 | 2 | 2 | 2 | 0 | False | 36 | 16.22 | Feb | False | 348.66 | 348.66 | 2026-03:348.66 | 1 | 76 | False |  |  | 357.17 | 353.18 | 3.99 | False | False | 2 | False | False |  |  |  | False |  | False |  | 16.22 | not needed | 2 | False | False | 3 | 17 | 3 | 19 | 16.22 | Jan-Feb-Mar | 17 | 147.07 | 77.61 | True | True | 147.069285714286 | 191.82 | 42 | 3 | 53 | Inferred Sales | True |  |
| 0847866750 |  | 247.99 | mode-shared | True | Aug | 19 | 3 | 2 | 2 | 1 | True | 14 | 247.99 | Aug | False | 332.11 | 332.11 | 2026-07:332.11 | 1 | 0 | True |  |  | 332.11 | 332.11 |  | False | True | 1 | False | False |  |  |  | False |  | False |  | 247.99 | not needed | 8 | False | False | 1 | 5 | 1 | 6 | 336.1 | Feb-Mar-Apr | 2 | 313.73 | 332.11 | True | True | 313.73 | 307.97 | 19 | 3 | 23 | Inferred Sales | True |  |
| 0849340373 |  |  | unclassified | False | Jun | 14 | 0 | 0 | 0 | 0 | False | 13 |  | Jun | False |  |  |  | 0 | 0 | False |  |  | 151.94 | 151.94 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 6 | False | False | 1 | 1 | 1 | 1 | 300.05 | Apr-May-Jun | 4 | 171.18 | 165.94 | False | False | 171.179285714286 | 38.55 | 14 | 3 | 17 | Inferred Sales | False |  |
| 0864318464 |  | 113.8 | median | True | Apr | 10 | 3 | 0 | 3 | 0 | False | 9 | 113.8 | Apr | False | 109.81 | 109.81 | 2026-03:109.81; 2026-04:109.81 | 2 | 0 | True |  |  | 74.83 | 52.33 | 22.5 | False | False | 5 | False | False |  |  |  | False |  | False |  | 327.62 | applied | 4 | False | False | 1 | 3 | 1 | 3 | 113.8 | Feb-Mar-Apr | 3 | 163.99 | 132.68 | True | True | 163.991 | 44.43 | 10 | 3 | 18 | Inferred Sales | True |  |
| 0963521152 |  |  | unclassified | False | Mar | 4 | 0 | 0 | 0 | 0 | False | 4 |  |  | False |  |  |  | 0 | 0 | False |  |  | 734.63 | 734.63 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 3 | False | False | 1 | 1 | 1 | 1 | 102.24 | Jul-Aug-Sep | 2 | 105.1 | 102.24 | True | True | 105.0975 | 164.92 | 4 | 3 | 6 | Inferred Sales | False |  |
| 1416915877 |  | 53.99 | median | True | Jul | 26 | 7 | 0 | 4 | 3 | False | 23 | 53.99 | Jul | False | 50.0 | 50.0 | 2026-06:50.00; 2026-07:50.00; 2026-08:50.00 | 3 | 0 | True |  |  | 50.0 | 50.0 |  | False | True | 1 | False | False |  |  |  | False |  | False |  | 133.59 | applied | 7 | False | False | 2 | 4 | 4 | 7 | 53.99 | May-Jun-Jul | 3 | 78.61 | 78.96 | True | True | 78.6084615384615 | 27.54 | 26 | 3 | 31 | Inferred Sales | True |  |
| 1418495689 |  | 311.59 | median | True | Jul | 6 | 2 | 0 | 2 | 0 | False | 6 |  |  | False | 650.0 | 650.0 | 2026-07:650.00; 2026-08:650.00 | 2 | 1 | True |  | 650.0 | 650.0 | 650.0 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 311.59 | not needed | 7 | False | False | 1 | 2 | 1 | 2 | 311.59 | Jun-Jul-Aug | 2 | 137.14 | 49.96 | False | False | 137.136666666667 | 148.19 | 6 | 3 | 10 | Inferred Sales | True |  |
| 142249151X |  |  | unclassified | False | May | 23 | 0 | 0 | 0 | 0 | False | 21 |  | May | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 165.91 | Aug-Sep-Oct | 6 | 76.08 | 31.71 | False | False | 76.084347826087 | 139.99 | 23 | 3 | 30 | Inferred Sales | False |  |
| 1492193429 |  |  | unclassified | False | Apr | 3 | 0 | 0 | 0 | 0 | False | 2 |  | - | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 4 | False | False | 1 | 1 | 1 | 1 | 332.94 | Apr-May-Jun | 2 | 321.8 | 299.52 | True | True | 321.8 | 30.0 | 3 | 3 | 3 | Inferred Sales | False |  |
| 1506706517 |  |  | unclassified | False | Mar | 4 | 0 | 0 | 0 | 0 | False | 2 |  | - | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 3 | False | False | 1 | 1 | 2 | 3 | 303.98 | Apr-May-Jun | 2 | 303.98 | 303.98 | True | True | 303.98 | 379.95 | 4 | 3 | 5 | Inferred Sales | False |  |
| 1511881054 |  |  | unclassified | False | Feb | 5 | 0 | 0 | 0 | 0 | False | 5 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 2 | False | False | 1 | 1 | 1 | 1 | 199.72 | Jul-Aug-Sep | 2 | 209.8 | 86.0 | True | False | 209.8 | 53.99 | 5 | 3 | 5 | Inferred Sales | False |  |
| 1557531390 |  | 360.7 | median | True | Aug | 6 | 3 | 0 | 3 | 0 | False | 6 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  | 360.7 | unavailable: no New price in the peak window | 8 | False | False | 1 | 3 | 1 | 3 | 374.84 | Aug-Sep-Oct | 2 | 209.7 | 201.81 | False | False | 209.696666666667 | 233.75 | 6 | 3 | 6 | Inferred Sales | True |  |
| 157747015X |  |  | unclassified | False | Oct | 12 | 0 | 0 | 0 | 0 | False | 12 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  | unavailable: no New price in the peak window | 10 | False | False | 1 | 4 | 1 | 4 |  | Oct-Nov-Dec | 6 |  |  |  |  | 1032.57166666667 | 252.56 | 12 | 3 | 14 | Inferred Sales | False |  |
| 1586404431 |  | 13.93 | median | True | Jan | 14 | 3 | 0 | 3 | 0 | False | 13 | 13.93 | Jan | False | 422.0 | 430.0 | 2025-12:422.00; 2026-01:438.00 | 2 | 38 | False |  | 270.03 | 270.03 | 270.03 |  | False | False | 3 | False | False |  |  |  | False |  | False |  | 13.93 | not needed | 1 | False | False | 1 | 3 | 1 | 3 | 284.52 | Jun-Jul-Aug | 2 | 113.21 | 13.89 | False | False | 113.212857142857 | 33.4 | 14 | 3 | 22 | Inferred Sales | True |  |
| 1597110582 |  |  | unclassified | False | Apr | 10 | 0 | 0 | 0 | 0 | False | 8 |  | Apr | False |  |  |  | 0 | 0 | False |  |  | 104.17 | 100.18 | 3.99 | False | False | 3 | False | False |  |  |  | False |  | False |  |  |  | 4 | False | False | 1 | 1 | 1 | 1 | 103.33 | Oct-Nov-Dec | 6 | 96.66 | 100.18 | True | True | 96.663 | 67.25 | 10 | 3 | 13 | Inferred Sales | False |  |
| 1600910513 |  |  | unclassified | False | Oct | 10 | 0 | 0 | 0 | 0 | False | 9 |  | Oct | False |  |  |  | 0 | 0 | False |  | 78.98 | 78.98 | 74.99 | 3.99 | False | False | 4 | False | False |  |  |  | False |  | False |  |  |  | 10 | False | False | 1 | 1 | 2 | 2 | 78.98 | Aug-Sep-Oct | 2 | 243.19 | 257.04 | True | True | 243.185 | 82.97 | 10 | 3 | 12 | Inferred Sales | False |  |
| 1614010137 |  |  | unclassified | False | Oct | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 10 | False | False | 1 | 1 | 1 | 1 | 683.0 | Oct-Nov-Dec | 2 | 622.0 | 500.0 | True | False | 622.0 | 63.69 | 3 | 3 | 5 | Inferred Sales | False |  |
| 1634251865 |  | 292.33 | median | True | Aug | 7 | 4 | 0 | 4 | 0 | False | 6 | 292.33 | Aug | False | 736.18 | 736.18 | 2026-08:736.18; 2026-09:736.18 | 2 | 0 | True |  |  | 736.18 | 736.18 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 292.33 | not needed | 8 | False | False | 2 | 4 | 2 | 4 | 371.5 | Jun-Jul-Aug | 2 | 310.33 | 284.66 | True | False | 310.332857142857 | 288.53 | 7 | 3 | 8 | Inferred Sales | True |  |
| 184797659X |  | 344.69 | median | True | Aug | 10 | 2 | 0 | 2 | 0 | False | 7 | 344.69 | Aug | False | 396.5 | 396.5 | 2026-08:396.50 | 1 | 4 | False |  |  | 396.51 | 396.51 |  | False | False | 3 | False | False |  |  |  | False |  | False |  | 344.69 | not needed | 8 | False | False | 2 | 2 | 2 | 2 | 344.69 | Jul-Aug-Sep | 2 | 144.2 | 47.49 | False | False | 144.201 | 39.13 | 10 | 3 | 13 | Inferred Sales | True |  |
| 1857231244 |  |  | unclassified | False | May | 11 | 0 | 0 | 0 | 0 | False | 8 |  | May | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 249.46 | May-Jun-Jul | 3 | 93.98 | 21.37 | False | False | 93.9763636363636 | 136.29 | 11 | 3 | 12 | Inferred Sales | False |  |
| 1857802373 |  |  | unclassified | False | Oct | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  | 64.95 | 64.95 | 64.95 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 10 | False | False | 1 | 1 | 1 | 1 | 339.15 | Aug-Sep-Oct | 2 | 264.36 | 304.81 | False | True | 264.36 | 29.77 | 3 | 3 | 16 | Inferred Sales | False |  |
| 1859600646 |  |  | unclassified | False | May | 14 | 0 | 0 | 0 | 0 | False | 12 |  | May | False |  |  |  | 0 | 0 | False |  |  | 319.62 | 319.62 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 5 | False | False | 1 | 1 | 1 | 1 | 57.23 | Aug-Sep-Oct | 7 | 188.33 | 61.88 | True | True | 188.329285714286 | 50.78 | 14 | 3 | 19 | Inferred Sales | False |  |
| 185960613X |  | 67.98 | mode-distinct | True | Mar | 30 | 2 | 2 | 2 | 0 | False | 25 | 67.98 | Mar | False | 357.14 | 357.14 | 2026-04:357.14 | 1 | 0 | True |  |  | 140.36 | 136.37 | 3.99 | False | False | 3 | False | False |  |  |  | False |  | False |  | 67.98 | not needed | 3 | False | False | 4 | 9 | 4 | 9 | 172.97 | Jul-Aug-Sep | 7 | 118.13 | 67.98 | False | False | 118.133333333333 | 34.97 | 30 | 3 | 40 | Inferred Sales | True |  |
| 1884642330 |  |  | unclassified | False | Dec | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  | 1036.9 | 1036.9 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 12 | False | False | 1 | 1 | 1 | 1 | 285.0 | Dec-Jan-Feb | 2 | 257.99 | 203.98 | True | False | 257.993333333333 | 202.98 | 3 | 3 | 7 | Inferred Sales | False |  |
| 1892469189 |  | 173.15 | median | True | Oct | 5 | 3 | 0 | 3 | 0 | False | 5 |  |  | False | 169.16 | 169.16 | 2025-10:169.16 | 1 | 22 | False |  | 98.01 | 98.01 | 94.02 | 3.99 | False | False | 4 | False | False |  |  |  | False |  | False |  | 375.56 | applied | 10 | False | False | 3 | 3 | 3 | 3 | 173.15 | Sep-Oct-Nov | 3 | 277.79 | 324.06 | True | True | 277.792 | 24.23 | 5 | 3 | 11 | Inferred Sales | True |  |
| 1911487035 |  |  | unclassified | False | Apr | 6 | 0 | 0 | 0 | 0 | False | 6 |  |  | False |  |  |  | 0 | 0 | False |  |  | 56.12 | 52.13 | 3.99 | False | False | 4 | False | False | avg365 | 35.0 | 31.5 | False |  | False |  |  |  | 4 | False | False | 1 | 1 | 1 | 1 | 31.5 | Nov-Dec-Jan | 3 | 50.67 | 48.97 | True | True | 50.6733333333333 | 50.78 | 6 | 3 | 14 | Inferred Sales | False |  |
| 1920744215 |  |  | unclassified | False | Jul | 7 | 0 | 0 | 0 | 0 | False | 4 |  | Jul | False |  |  |  | 0 | 0 | False |  |  | 1496.45 | 1496.45 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 7 | False | False | 1 | 1 | 1 | 1 | 116.47 | Jul-Aug-Sep | 3 | 105.44 | 84.99 | True | False | 105.437142857143 | 84.99 | 7 | 3 | 16 | Inferred Sales | False |  |
| 1933228024 |  | 67.42 | median | True | Aug | 14 | 3 | 0 | 3 | 0 | False | 13 | 67.42 | Aug | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  | 67.42 | unavailable: no New price in the peak window | 8 | False | False | 1 | 3 | 1 | 3 | 67.42 | Jul-Aug-Sep | 3 | 21.75 | 12.4 | False | False | 21.7464285714286 | 24.57 | 14 | 3 | 22 | Inferred Sales | True |  |
| 1934440272 |  |  | unclassified | False | Nov | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 11 | False | False | 1 | 1 | 1 | 1 | 121.94 | Jun-Jul-Aug | 2 | 247.63 | 199.99 | True | True | 247.63 | 43.9 | 3 | 3 | 6 | Inferred Sales | False |  |
| 1936164116 |  | 398.99 | mode-distinct | True | Jan | 4 | 2 | 2 | 2 | 0 | False | 2 |  | - | True |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  | 398.99 | unavailable: no New price in the peak window | 1 | False | False | 2 | 2 | 2 | 2 | 398.99 | Dec-Jan-Feb | 2 | 398.99 | 398.99 | True | True | 398.99 | 84.98 | 4 | 3 | 6 | Inferred Sales | True |  |
| 1942707754 |  | 415.79 | mode-distinct | True | Oct | 8 | 2 | 2 | 2 | 0 | False | 8 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  | 415.79 | unavailable: no New price in the peak window | 10 | False | False | 1 | 3 | 1 | 3 | 415.79 | Aug-Sep-Oct | 6 | 402.83 | 415.79 | True | True | 402.8275 | 25.0 | 8 | 3 | 15 | Inferred Sales | True |  |
| 2867701376 |  |  | unclassified | False | Jan | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  | 457.7 | 457.7 |  | False | False | 1 | False | False |  |  |  | False |  | False |  |  |  | 1 | False | False | 1 | 1 | 1 | 1 | 651.99 | Apr-May-Jun | 2 | 717.97 | 803.98 | True | True | 717.973333333333 | 134.06 | 3 | 3 | 6 | Inferred Sales | False |  |
| 3662435950 |  | 193.9 | median | True | Jun | 13 | 6 | 0 | 2 | 4 | False | 5 |  | Nov | True | 904.99 | 904.99 | 2026-06:904.99; 2026-07:904.99 | 2 | 0 | True |  | 803.99 | 803.99 | 800.0 | 3.99 | False | False | 6 | False | False | avg365 | 1215.59 | 1094.03 | False |  | False |  | 193.9 | not needed | 6 | False | False | 2 | 3 | 3 | 6 | 700.5 | Sep-Oct-Nov | 2 | 568.04 | 901.0 | True | True | 568.043846153846 | 480.65 | 13 | 3 | 16 | Inferred Sales | True |  |
| 3836500906 |  | 90.91 | median | True | Oct | 4 | 2 | 0 | 2 | 0 | False | 4 |  |  | False | 86.92 | 86.92 | 2025-10:-; 2026-09:86.92 | 2 | 7 | False |  | 129.85 | 129.85 | 125.86 | 3.99 | False | False | 4 | False | False |  |  |  | False |  | False |  | 172.36 | applied | 10 | False | False | 1 | 2 | 1 | 2 | 90.91 | Sep-Oct-Nov | 2 | 131.91 | 112.92 | True | True | 131.91 | 71.99 | 4 | 3 | 6 | Inferred Sales | True |  |
| 8415996578 |  | 393.68 | mode-shared | True | Aug | 3 | 2 | 2 | 1 | 1 | True | 2 |  | - | True | 393.68 | 393.68 | 2026-08:393.68 | 1 | 1 | False |  |  | 391.35 | 391.35 |  | False | False | 1 | False | False |  |  |  | False |  | False |  | 393.68 | not needed | 8 | False | False | 2 | 2 | 2 | 2 | 393.68 | Jun-Jul-Aug | 3 | 310.72 | 393.68 | False | True | 310.723333333333 | 58.95 | 3 | 3 | 6 | Inferred Sales | True |  |
| 847509922X |  |  | unclassified | False | Oct | 3 | 0 | 0 | 0 | 0 | False | 3 |  |  | False |  |  |  | 0 | 0 | False |  |  |  |  |  |  |  | 0 | False | False |  |  |  | False |  | False |  |  |  | 10 | False | False | 1 | 1 | 1 | 1 |  |  |  |  |  |  |  | 209.85 | 20.07 | 3 | 3 | 5 | Inferred Sales | False |  |
| 9652204986 |  | 24.82 | median | True | Dec | 21 | 6 | 0 | 6 | 0 | False | 18 | 24.82 | Dec | False | 225.31 | 589.32 | 2025-11:225.31; 2025-12:589.32; 2026-01:589.32 | 3 | 36 | True |  |  | 28.94 | 24.95 | 3.99 | False | False | 2 | False | False |  |  |  | False |  | False |  | 24.82 | not needed | 12 | False | False | 2 | 6 | 2 | 6 | 94.14 | Aug-Sep-Oct | 9 | 148.6 | 55.67 | True | False | 148.60380952381 | 48.87 | 21 | 3 | 25 | Inferred Sales | True |  |
| 9653081497 |  | 181.93 | median | True | Apr | 26 | 10 | 0 | 8 | 2 | False | 22 | 181.93 | Apr | False | 177.94 | 177.94 | 2026-03:177.94; 2026-04:177.94; 2026-05:177.94 | 3 | 2 | True |  |  | 177.94 | 177.94 |  | False | False | 5 | False | False |  |  |  | False |  | False |  | 376.99 | applied | 4 | False | False | 1 | 9 | 1 | 10 | 181.93 | Apr-May-Jun | 5 | 237.14 | 174.06 | True | True | 237.144230769231 | 1170.97 | 26 | 3 | 29 | Inferred Sales | True |  |
| B008YSVCSE |  |  | unclassified | False | Jul | 10 | 0 | 0 | 0 | 0 | False | 7 |  | Jul | False |  |  |  | 0 | 0 | False |  |  | 414.51 | 410.52 | 3.99 | False | False | 5 | False | False |  |  |  | False |  | False |  |  |  | 7 | False | False | 1 | 1 | 1 | 1 | 499.71 | Jul-Aug-Sep | 3 | 234.64 | 225.41 | False | False | 234.637 | 24.13 | 10 | 3 | 13 | Inferred Sales | False |  |

## Raw

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    "title": "Law Enforcement In The United States by Conser,James A.; Paynich,Rebecca; Gingerich,Terry E.. [2011,3rd Edition.] Paperback",
    "error": null,
    "sane_sale_count": 10,
    "total_offer_drops": 13,
    "peak_season": "Jul",
    "price_source": "Inferred Sales",
    "xai_check_in_play": false,
    "recomputed_list_at": null,
    "season_centre_month": 7,
    "season_centre_mirrored": false,
    "is_sparse": false,
    "season_points_month": 1,
    "season_points_window": 1,
    "season_sales_month": 1,
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    "v4_list_at": 499.71,
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    "v4_window_points": 3,
    "v4_1yr_mean": 234.64,
    "v4_1yr_median": 225.41,
    "v4_skip_mean": false,
    "v4_skip_median": false,
    "classification": "unclassified",
    "branch_list_at": null,
    "branch_matches_production": false,
    "contributing_sales": 0,
    "mode_count": 0,
    "distinct_source_points": 0,
    "shared_point_sales": 0,
    "dedup_list_at": null,
    "dedup_changes_list_at": false,
    "dedup_sale_count": 7,
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    "peak_new_median_window": null,
    "peak_windows": null,
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    "peak_new_carried_forward": false,
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    "new_offer_count": 5,
    "current_new_item": null,
    "new_landed": 414.51,
    "new_item": 410.52,
    "new_shipping": 3.99,
    "new_shipping_estimated": false,
    "new_is_fba": false,
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    "ceiling_basis": null,
    "ceiling_amazon_price": null,
    "ceiling_price": null,
    "ceiling_engaged": false,
    "ceiling_on_todays_price": false,
    "ceiling_outside_peak_month": null,
    "ceiling_blends_seasons": false,
    "ceiling_matches_production": null,
    "duplicate_set_the_price": false,
    "reconstruction_matches_production": false
  }
]
```
