Tax-loss harvesting alternatives for AYI

Among the 15 Electrical Components & Equipment peers screened, AME (Ametek) has tracked AYI most closely over the past year, with a return correlation of 0.52. The strongest fund stand-in is PAVE (Global X US Infrastructure) at 0.59 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
AME	Ametek	Electrical Components & Equipment	0.52	0.53	0.57	0.55
EMR	Emerson Electric	Electrical Components & Equipment	0.51	0.53	0.54	0.55
ROK	Rockwell Automation	Electrical Components & Equipment	0.51	0.48	0.50	0.50
NVT	nVent Electric plc	Electrical Components & Equipment	0.46	0.50	0.55	0.56
ETN	Eaton Corp.	Electrical Components & Equipment	0.45	0.49	0.53	0.55
ST	Sensata Technologies	Electrical Components & Equipment	0.45	0.49	0.52	0.52
RRX	Regal Rexnord	Electrical Components & Equipment	0.41	0.48	0.51	0.51
HAYW	Hayward Holdings, Inc.	Electrical Components & Equipment	0.40	0.43	0.43	—
ENS	EnerSys	Electrical Components & Equipment	0.38	0.43	0.48	0.51
POWL	Powell Industries, Inc.	Electrical Components & Equipment	0.38	0.34	0.32	0.35
VRT	Vertiv	Electrical Components & Equipment	0.37	0.40	0.41	0.37
WWD	Woodward, Inc.	Electrical Components & Equipment	0.36	0.42	0.45	0.49
NXT	Nextpower	Electrical Components & Equipment	0.32	0.28	0.29	—
VICR	Vicor Corporation	Electrical Components & Equipment	0.30	0.34	0.33	0.30
MRCY	Mercury Systems	Electrical Components & Equipment	0.27	0.25	0.26	0.26

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
PAVE	Global X US Infrastructure	Infrastructure	SECTOR	0.59	0.66	0.68	0.67
IYJ	iShares US Industrials ETF	Industrials Sector	SECTOR	0.57	0.63	0.66	0.63
VIS	Vanguard Industrials ETF	Industrials Sector	SECTOR	0.56	0.64	0.68	0.65
FIDU	Fidelity MSCI Industrials ETF	Industrials Sector	SECTOR	0.56	0.64	0.68	0.64
XLI	Industrial Select Sector SPDR	Industrials Sector	SECTOR	0.54	0.62	0.66	0.63
BOTZ	Global X Robotics & AI	Robotics & AI	SECTOR	0.50	0.55	0.55	0.51
JETS	US Global Jets ETF	Airlines	SUB-IND	0.49	0.52	0.52	0.53
XTN	SPDR S&P Transportation ETF	Transportation	INDUSTRY	0.43	0.53	0.57	0.58
IYT	iShares Transportation Average	Transportation	INDUSTRY	0.42	0.53	0.57	0.59
XAR	SPDR S&P Aerospace & Defense	Aerospace & Defense (Equal Wt)	INDUSTRY	0.36	0.45	0.51	0.54
ITA	iShares Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.35	0.43	0.50	0.53
PPA	Invesco Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.35	0.47	0.53	0.55

NEXT STEPS

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Replacement research for AYI's peers

AME EMR ROK NVT ETN ST RRX HAYW ENS POWL VRT WWD NXT VICR MRCY

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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.