Tax-loss harvesting alternatives for AMZN

Among the 11 Broadline Retail peers screened, BABA (Alibaba Group) has tracked AMZN most closely over the past year, with a return correlation of 0.23. The strongest fund stand-in is XLY (Consumer Discretionary SPDR) at 0.73 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

Ticker	Name	Sub-industry	1Y	3Y	5Y	10Y
BABA	Alibaba Group	Broadline Retail	0.23	0.22	0.26	0.35
EBAY	eBay Inc.	Broadline Retail	0.21	0.19	0.35	0.36
M	Macy's	Broadline Retail	0.19	0.26	0.35	0.21
ETSY	Etsy	Broadline Retail	0.17	0.21	0.41	0.42
KSS	Kohl's Corp.	Broadline Retail	0.17	0.23	0.28	0.20
TGT	Target Corp.	Broadline Retail	0.15	0.22	0.33	0.29
OLLI	Ollie's Bargain Outlet	Broadline Retail	0.14	0.20	0.28	0.27
DLTR	Dollar Tree	Broadline Retail	0.10	0.15	0.21	0.21
DG	Dollar General	Broadline Retail	0.07	-0.05	0.06	0.14
COST	Costco Wholesale	Broadline Retail	-0.00	0.23	0.38	0.40
WMT	Walmart Inc.	Broadline Retail	-0.07	0.16	0.20	0.24

ETFS

Fund stand-ins

An ETF is generally not 'substantially identical' to a single stock, which is why funds are the standard wash-sale-aware replacement.

Ticker	Name	Focus	Match	1Y	3Y	5Y	10Y
XLY	Consumer Discretionary SPDR	Cons Discretionary Sector	SECTOR	0.73	0.75	0.79	0.75
VCR	Vanguard Consumer Discretionary	Cons Discretionary Sector	SECTOR	0.71	0.75	0.80	0.75
ONLN	ProShares Online Retail ETF	Online Retail	INDUSTRY	0.70	0.71	0.74	0.74
RTH	VanEck Retail ETF	Retail	INDUSTRY	0.59	0.67	0.75	0.71
IBUY	Amplify Online Retail ETF	Online Retail	INDUSTRY	0.49	0.56	0.65	0.64
DRIV	Global X Autonomous & EV ETF	Autonomous & EV	INDUSTRY	0.34	0.48	0.57	0.55
XRT	SPDR S&P Retail ETF	Retail	INDUSTRY	0.33	0.42	0.54	0.44
CARZ	First Trust S-Network EV & FV	Autos & EVs	INDUSTRY	0.32	0.48	0.55	0.48
PEJ	Invesco Leisure & Entertainment	Leisure & Entertainment	INDUSTRY	0.30	0.49	0.55	0.44
BETZ	Roundhill Sports Betting iGaming	Sports Betting	SUB-IND	0.27	0.43	0.53	0.49
XHB	SPDR S&P Homebuilders ETF	Homebuilders	SUB-IND	0.20	0.31	0.45	0.41
ITB	iShares US Home Construction	Homebuilders	SUB-IND	0.18	0.26	0.41	0.36

NEXT STEPS

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Replacement research for AMZN's peers

BABA EBAY M ETSY KSS TGT OLLI DLTR DG COST WMT

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Method: Pearson correlation of daily closing-price returns, Yahoo Finance data, series aligned by trading day, refreshed weekly. A cell is blank when overlapping history covers less than 60% of its window. Correlation is descriptive, not predictive. Wash-sale treatment depends on facts and circumstances — confirm with a tax professional. Not investment advice.