The 458 Fastest Ecommerce Sites by Personalization

(November 2026) - real-user mobile speed from Google CrUX, 28-day window

Rank	Brand	Personalization	CWV	LCP	INP	CLS
1	Motherhood	DynamicYield	PASS	1.0s	96ms	0.00
2	TUK	DynamicYield	PASS	1.0s	105ms	0.07
3	Perfume.com	Optimizely, Optimizely Experimentation	PASS	1.0s	164ms	0.00
4	Dunelm	Monetate	PASS	1.1s	162ms	0.01
5	BCBG	DynamicYield	PASS	1.1s	148ms	0.00
6	Mvmt	DynamicYield	PASS	1.2s	155ms	0.00
7	Weber	Evergage SFMC	PASS	1.2s	117ms	0.00
8	Maison Birks	Insider	PASS	1.2s	145ms	0.00
9	Joss and Main	Bloomreach	PASS	1.2s	121ms	0.00
10	OfficeSupply.com	Bloomreach	PASS	1.2s	122ms	0.01
11	All Modern	Bloomreach	PASS	1.3s	129ms	0.00
12	Godiva	Bloomreach	PASS	1.3s	160ms	0.01
13	Coastal	AdobeCQ	PASS	1.3s	146ms	0.00
14	Soia+Kyo	DynamicYield	PASS	1.3s	132ms	0.00
15	Bridgestone Golf	AdobeCQ	PASS	1.3s	112ms	0.00
16	Alexander Wang	Bluecore, DynamicYield	PASS	1.3s	196ms	0.00
17	Fun.com	RichRelevance	PASS	1.3s	138ms	0.07
18	TGW	Monetate	PASS	1.4s	125ms	0.04
19	Superdry	Einstein Recs	PASS	1.4s	141ms	0.01
20	Traeger Grills	Monetate	PASS	1.4s	105ms	0.09
21	Office	DynamicYield	PASS	1.4s	154ms	0.09
22	Orvis	Bluecore	PASS	1.4s	99ms	0.01
23	Ann Summers	DynamicYield	PASS	1.4s	137ms	0.00
24	Windsor	Certona	PASS	1.4s	170ms	0.01
25	Freshpair.com	Bloomreach	PASS	1.4s	95ms	0.00
26	Cheaper than Dirt	Bloomreach	PASS	1.4s	77ms	0.00
27	Seed Heritage	Insider, Optimizely Experimentation	PASS	1.5s	145ms	0.00
28	Chi	Einstein Recs	PASS	1.5s	128ms	0.02
29	Jeg's	DynamicYield	PASS	1.5s	186ms	0.05
30	TM Lewin	RichRelevance	PASS	1.5s	160ms	0.00
31	Troybilt	Monetate	PASS	1.5s	120ms	0.00
32	Hobby Lobby	RichRelevance	PASS	1.5s	135ms	0.03
33	Elie Tahari	DynamicYield	PASS	1.5s	196ms	0.00
34	PictureFrames.com	Optimizely Experimentation	PASS	1.5s	112ms	0.04
35	Big Lots	Reflektion	PASS	1.5s	91ms	0.00
36	Disney Store	Bloomreach, Evergage SFMC	PASS	1.5s	153ms	0.00
37	Mackage	DynamicYield	PASS	1.5s	129ms	0.00
38	GameStop	DynamicYield	PASS	1.5s	156ms	0.03
39	Only Natural Pet	Bloomreach	PASS	1.5s	171ms	0.06
40	Zazzle	Bloomreach	PASS	1.6s	129ms	0.01
41	Whistles	AB Tasty	PASS	1.6s	188ms	0.00
42	Conair	Einstein Recs	PASS	1.6s	169ms	0.10
43	Banfield Pet Hospital	Optimizely, Optimizely Experimentation	PASS	1.6s	138ms	0.00
44	SmartPak	DynamicYield	PASS	1.6s	121ms	0.02
45	Logitech International SA	AdobeCQ, Evergage SFMC	PASS	1.6s	153ms	0.06
46	Shaver Shop	AB Tasty	PASS	1.6s	161ms	0.03
47	Derm Store	DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
48	Dermstore	Bloomreach, DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
49	Skin Store	DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
50	Patagonia	Bloomreach, AB Tasty	PASS	1.6s	147ms	0.01
51	Damart	AB Tasty	PASS	1.6s	196ms	0.05
52	Cub Cadet	Monetate	PASS	1.7s	110ms	0.00
53	Saks	DynamicYield	PASS	1.7s	112ms	0.03
54	Charles Tyrwhitt	Bloomreach	PASS	1.7s	158ms	0.08
55	Rock Bottom Golf	DynamicYield	PASS	1.7s	95ms	0.05
56	Playmobil	Evergage SFMC	PASS	1.7s	116ms	0.01
57	Peacock Alley	DynamicYield	PASS	1.7s	162ms	0.03
58	Black Rifle Coffee	Rebuy	PASS	1.7s	130ms	0.07
59	Sonos	Optimizely	PASS	1.7s	185ms	0.09
60	Vision Express	Bloomreach, Monetate	PASS	1.7s	180ms	0.02
61	Footsmart	RichRelevance	PASS	1.7s	152ms	0.00
62	Bed, Bath and Beyond	Evergage SFMC	PASS	1.7s	138ms	0.03
63	French Connection US	Bloomreach	PASS	1.7s	171ms	0.00
64	Club Monaco	Nosto	PASS	1.7s	131ms	0.08
65	Charming Charlie	Bloomreach	PASS	1.7s	154ms	0.00
66	Container Store	Bloomreach	PASS	1.8s	146ms	0.06
67	Forever 21	DynamicYield	PASS	1.8s	167ms	0.00
68	Macy's	RichRelevance	PASS	1.8s	179ms	0.08
69	Prana	Monetate, Einstein Recs, Bluecore	PASS	1.8s	140ms	0.05
70	Tumi	Monetate	PASS	1.8s	184ms	0.02
71	Harry Rosen	Monetate	PASS	1.8s	138ms	0.04
72	All Saints	Bloomreach, Optimizely	PASS	1.8s	119ms	0.01
73	Athleta	Optimizely Experimentation	PASS	1.9s	174ms	0.00
74	BARK	Rebuy	PASS	1.9s	119ms	0.02
75	Wrangler Europe	DynamicYield	PASS	1.9s	189ms	0.05
76	Birch Lane	Bloomreach	PASS	1.9s	128ms	0.00
77	Overstock	Evergage SFMC	PASS	1.9s	155ms	0.04
78	Kiehl's	Evergage SFMC	PASS	1.9s	188ms	0.06
79	Wrangler US	Bloomreach, DynamicYield, Optimizely, Bloomreach	PASS	1.9s	192ms	0.05
80	TJ Maxx	RichRelevance	PASS	1.9s	170ms	0.00
81	House of Fraser	RichRelevance	PASS	1.9s	193ms	0.01
82	Tiffany & Co.	AdobeCQ, DynamicYield	PASS	1.9s	185ms	0.01
83	Mountain Hardwear	Monetate, Einstein Recs, Bluecore	PASS	1.9s	120ms	0.03
84	Acme Tools	Evergage SFMC, Einstein Recs	PASS	2.0s	144ms	0.05
85	Expressions	Optimizely Experimentation	PASS	2.0s	95ms	0.00
86	Fingerhut	Monetate, RichRelevance	PASS	2.0s	89ms	0.00
87	Flaconi	DynamicYield	PASS	2.0s	174ms	0.03
88	Home Depot	DynamicYield	PASS	2.0s	145ms	0.07
89	Finestationery.com	Monetate	PASS	2.0s	137ms	0.05
90	Cricut	Optimizely, Optimizely Experimentation	PASS	2.0s	170ms	0.01
91	Appleseed's	Nosto	PASS	2.1s	104ms	0.00
92	Home Depot Canada	Bloomreach, AdobeCQ	PASS	2.1s	195ms	0.08
93	Hallmark	Bloomreach	PASS	2.1s	181ms	0.05
94	Total Wine & More	Bloomreach, RichRelevance	PASS	2.1s	199ms	0.08
95	Rimowa	DynamicYield	PASS	2.1s	180ms	0.00
96	Revolve Clothing	Bloomreach	PASS	2.1s	171ms	0.00
97	Therabody	Optimizely Experimentation	PASS	2.1s	163ms	0.04
98	Birkenstock	Optimizely, Optimizely Experimentation	PASS	2.1s	174ms	0.04
99	La Prairie	Insider	PASS	2.2s	186ms	0.02
100	AC Lens	Optimizely Experimentation	PASS	2.2s	97ms	0.00
101	LLBean	DynamicYield	PASS	2.2s	177ms	0.01
102	Vizio	AdobeCQ	PASS	2.2s	149ms	0.01
103	Chemical Guys	DynamicYield	PASS	2.2s	170ms	0.01
104	Office Depot	RichRelevance	PASS	2.2s	175ms	0.07
105	Eddie Bauer	AdobeCQ, Certona, Bloomreach	PASS	2.2s	165ms	0.07
106	Rag and Bone	Wunderkind, Einstein Recs	PASS	2.2s	170ms	0.01
107	DiscountContactLenses.com	Optimizely Experimentation	PASS	2.3s	98ms	0.00
108	Uncommon Goods	Bloomreach	PASS	2.3s	149ms	0.06
109	Beyond the rack	RichRelevance	PASS	2.4s	76ms	0.00
110	Horchow	RichRelevance	PASS	2.4s	162ms	0.03
111	Last Call	RichRelevance	PASS	2.4s	162ms	0.03
112	Neiman Marcus	AdobeCQ, RichRelevance	PASS	2.4s	162ms	0.03
113	Banana Republic	Optimizely Experimentation, Optimizely	PASS	2.4s	159ms	0.09
114	Burrow	AB Tasty	PASS	2.4s	139ms	0.06
115	Belkin	Monetate	PASS	2.4s	180ms	0.00
116	Scrubs and Beyond	Bloomreach	PASS	2.4s	179ms	0.02
117	LogoSportsWear	Monetate, Optimizely Experimentation	PASS	2.4s	137ms	0.00
118	Sunglass Hut	Monetate	PASS	2.4s	163ms	0.03
119	Heals	Nosto	PASS	2.4s	194ms	0.04
120	Cortefiel	DynamicYield, Einstein Recs	FAIL	1.1s	257ms	0.03
121	Early Learning Centre	DynamicYield	FAIL	1.2s	130ms	0.13
122	Look Fantastic	DynamicYield, AB Tasty	FAIL	1.3s	277ms	0.01
123	JewelryTelevision	Bloomreach	FAIL	1.3s	229ms	0.02
124	BBC Shop	Optimizely Experimentation	FAIL	1.3s	208ms	0.00
125	CosmoProf	Monetate	FAIL	1.3s	170ms	0.13
126	FTD (Florist's Transworld Delivery)	Bloomreach	FAIL	1.3s	272ms	0.10
127	ALDO	Bloomreach	FAIL	1.5s	209ms	0.01
128	Tate Modern	AB Tasty	FAIL	1.5s	245ms	0.00
129	Wayfair	Bloomreach	FAIL	1.5s	210ms	0.00
130	Toolstation	Monetate, Optimizely	FAIL	1.5s	212ms	0.28
131	Reef	AdobeCQ	FAIL	1.5s	213ms	0.01
132	Tervis	RichRelevance	FAIL	1.5s	150ms	0.18
133	Furniture Village	Optimizely	FAIL	1.5s	155ms	0.20
134	HEMA	Einstein Recs	FAIL	1.5s	212ms	0.01
135	Funko	AB Tasty	FAIL	1.5s	231ms	0.01
136	Cuisinart	Einstein Recs	FAIL	1.5s	188ms	0.11
137	Urban Decay Cosmetics	RichRelevance	FAIL	1.6s	179ms	0.12
138	B&H Photo & Video	RichRelevance	FAIL	1.6s	186ms	0.14
139	JensonUSA.com	Bloomreach	FAIL	1.6s	137ms	0.12
140	Halfords (UK)	Bloomreach	FAIL	1.6s	279ms	0.14
141	Travelpro	Nosto	FAIL	1.6s	217ms	0.01
142	Liberty	DynamicYield, Optimizely Experimentation	FAIL	1.6s	279ms	0.09
143	Hugo Boss	DynamicYield	FAIL	1.6s	220ms	0.01
144	Chanel	Monetate, Bluecore	FAIL	1.6s	208ms	0.01
145	Marc Jacobs	Nosto, AB Tasty	FAIL	1.6s	477ms	0.15
146	Argos	AdobeCQ, Bloomreach	FAIL	1.6s	251ms	0.00
147	Fatface	Monetate	FAIL	1.6s	354ms	0.04
148	Ariat	Bloomreach, Bloomreach Exponea, Bluecore	FAIL	1.6s	260ms	0.12
149	Clark's	RichRelevance	FAIL	1.6s	211ms	0.04
150	Boux Avenue	DynamicYield	FAIL	1.7s	353ms	0.04
151	Jimmy Choo	DynamicYield	FAIL	1.7s	212ms	0.00
152	Jos A Bank	Bloomreach, AB Tasty	FAIL	1.7s	237ms	0.07
153	Cotton On	Evergage SFMC, Einstein Recs	FAIL	1.7s	227ms	0.01
154	Beaverbrooks	RichRelevance, AB Tasty	FAIL	1.7s	155ms	0.16
155	Breville	AdobeCQ	FAIL	1.7s	144ms	0.27
156	Gymboree	DynamicYield	FAIL	1.7s	283ms	0.36
157	J&P Cycles Inc	RichRelevance	FAIL	1.8s	208ms	0.00
158	Skechers	Monetate	FAIL	1.8s	224ms	0.03
159	Mark and Graham	RichRelevance	FAIL	1.8s	318ms	0.25
160	MarkandGraham.com	RichRelevance	FAIL	1.8s	318ms	0.25
161	Barefoot Dreams	Wunderkind	FAIL	1.8s	185ms	0.27
162	Jomashop.com	Nosto	FAIL	1.8s	226ms	0.03
163	The Children's Place	DynamicYield	FAIL	1.8s	532ms	0.39
164	Ex Officio	Optimizely Experimentation	FAIL	1.8s	171ms	0.18
165	American Girl	Optimizely	FAIL	1.8s	237ms	0.03
166	Calphalon	Evergage SFMC, Einstein Recs	FAIL	1.8s	178ms	0.22
167	Nectar Sleep	DynamicYield	FAIL	1.8s	430ms	0.07
168	Dr. Martens Airwair USA	Monetate	FAIL	1.8s	312ms	0.01
169	eBags	Bloomreach	FAIL	1.8s	214ms	0.07
170	Peter Millar	jst.ai	FAIL	1.8s	163ms	0.21
171	Janie and Jack	Nosto	FAIL	1.8s	133ms	0.12
172	Build.com	DynamicYield	FAIL	1.8s	278ms	0.00
173	ElectricGeneratorsDirect.com	DynamicYield	FAIL	1.8s	278ms	0.00
174	Ferguson Showrooms	DynamicYield	FAIL	1.8s	278ms	0.00
175	IceMakerDirect.com	RichRelevance	FAIL	1.8s	278ms	0.00
176	Vistaprint	Optimizely	FAIL	1.9s	233ms	0.03
177	Philosophy	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	1.9s	204ms	0.03
178	Lancome	Evergage SFMC	FAIL	1.9s	233ms	0.13
179	Torrid	Monetate	FAIL	1.9s	344ms	0.20
180	Design Within Reach	Bloomreach	FAIL	1.9s	203ms	0.14
181	The Honest Kitchen	Nosto	FAIL	1.9s	255ms	0.02
182	Blinds.com	Bloomreach	FAIL	1.9s	151ms	0.11
183	Aeropostale	Bloomreach	FAIL	1.9s	356ms	0.08
184	Moose Knuckles	Nosto	FAIL	1.9s	229ms	0.00
185	NYX	Evergage SFMC	FAIL	1.9s	238ms	0.12
186	Mulberry	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	1.9s	130ms	0.11
187	Wolverine	Bluecore	FAIL	1.9s	385ms	0.09
188	Exposuresonline.com	Monetate	FAIL	2.0s	224ms	0.22
189	Miles Kimball	Monetate, Bloomreach	FAIL	2.0s	224ms	0.22
190	Brown Thomas	RichRelevance	FAIL	2.0s	269ms	0.14
191	Floor and Decor	DynamicYield	FAIL	2.0s	541ms	0.18
192	Ugg	DynamicYield	FAIL	2.0s	253ms	0.02
193	Overtons.com	Bloomreach	FAIL	2.0s	237ms	0.32
194	Brooks Brothers	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	214ms	0.03
195	PacSun	DynamicYield	FAIL	2.0s	287ms	0.11
196	Cotton Traders	DynamicYield	FAIL	2.0s	239ms	0.17
197	Steve Madden	Bluecore, AB Tasty	FAIL	2.0s	234ms	0.10
198	Monroe and Main	Bloomreach	FAIL	2.0s	241ms	0.00
199	Callaway	DynamicYield	FAIL	2.0s	204ms	0.07
200	Calzedonia	AB Tasty	FAIL	2.0s	579ms	0.08
201	PGA Tour store	Evergage SFMC	FAIL	2.0s	212ms	0.06
202	Yeti	DynamicYield, Optimizely, Optimizely Experimentation	FAIL	2.0s	204ms	0.07
203	Sally Beauty	Monetate	FAIL	2.0s	304ms	0.12
204	NEXT	Monetate	FAIL	2.0s	533ms	0.06
205	Nuts.com	DynamicYield	FAIL	2.0s	238ms	0.14
206	Les Schwab	Optimizely Experimentation	FAIL	2.0s	203ms	0.00
207	Destination XL	Monetate	FAIL	2.0s	302ms	0.30
208	Mavi	Nosto	FAIL	2.1s	239ms	0.01
209	YOOX Group	Optimizely	FAIL	2.1s	262ms	0.14
210	J Jill	RichRelevance, Monetate	FAIL	2.1s	380ms	0.30
211	Maui Jim	Wunderkind, AB Tasty	FAIL	2.1s	203ms	0.09
212	Hanna Andersson	Bloomreach, AB Tasty	FAIL	2.1s	210ms	0.17
213	Barnes and Noble	AdobeCQ, DynamicYield	FAIL	2.1s	248ms	0.52
214	Camping World	Bloomreach	FAIL	2.1s	253ms	0.29
215	Fenwick	Nosto	FAIL	2.1s	229ms	0.02
216	LifeWay Christian Stores	AdobeCQ	FAIL	2.1s	148ms	0.12
217	El Corte Ingles (Spain)	RichRelevance	FAIL	2.1s	278ms	0.13
218	Vera Bradley	Bloomreach	FAIL	2.1s	245ms	0.07
219	Ward's	Evergage SFMC, Einstein Recs, Bloomreach, Optimizely	FAIL	2.1s	307ms	0.03
220	Lands' End	DynamicYield, Certona, Optimizely	FAIL	2.1s	515ms	0.64
221	Soccer.com	Reflektion	FAIL	2.1s	246ms	1.01
222	Lane Bryant	Bluecore, Optimizely	FAIL	2.1s	262ms	0.02
223	Michael Kors	Bluecore, DynamicYield	FAIL	2.1s	248ms	0.01
224	Carhartt WIP	DynamicYield	FAIL	2.1s	206ms	0.00
225	Columbia Sportswear	Bluecore, Monetate	FAIL	2.1s	253ms	0.07
226	Maurice's	Certona, DynamicYield	FAIL	2.1s	392ms	0.24
227	Michaels Stores	Optimizely, Optimizely Experimentation	FAIL	2.2s	346ms	0.18
228	JC Penney	RichRelevance	FAIL	2.2s	361ms	0.14
229	buydig.com	Optimizely Experimentation	FAIL	2.2s	103ms	0.28
230	Guitar Center	Monetate	FAIL	2.2s	282ms	0.07
231	Sweaty Betty	DynamicYield	FAIL	2.2s	413ms	0.38
232	Vermont Country Store	Bloomreach	FAIL	2.2s	263ms	0.48
233	Nutribullet	AB Tasty	FAIL	2.2s	354ms	0.00
234	The Company Store	DynamicYield	FAIL	2.2s	222ms	0.26
235	Far Fetch	Bloomreach	FAIL	2.2s	260ms	0.03
236	Roots	Bloomreach	FAIL	2.2s	174ms	0.28
237	WestElm	RichRelevance	FAIL	2.2s	565ms	0.26
238	Johnny Was	AdobeCQ	FAIL	2.2s	230ms	0.06
239	QVC	AdobeCQ	FAIL	2.2s	220ms	0.18
240	Ogio	DynamicYield	FAIL	2.2s	221ms	0.05
241	Nine West Group Inc.	DynamicYield	FAIL	2.2s	521ms	0.05
242	Bonobos	Optimizely	FAIL	2.2s	229ms	0.02
243	Currys	RichRelevance	FAIL	2.2s	286ms	0.15
244	1800 Petmeds	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.3s	171ms	0.20
245	Lakeshore Learning	RichRelevance	FAIL	2.3s	156ms	0.13
246	Lamps Plus	Bloomreach, DynamicYield, Certona, Bluecore	FAIL	2.3s	237ms	0.03
247	Advance Auto Parts	Certona	FAIL	2.3s	455ms	0.10
248	Road Runner Sports	Bloomreach	FAIL	2.3s	202ms	0.12
249	Arc'teryx	Optimizely	FAIL	2.3s	275ms	0.02
250	Hot Topic	Bloomreach	FAIL	2.3s	231ms	0.06
251	Vans	DynamicYield, Monetate	FAIL	2.3s	329ms	0.87
252	Graco	Evergage SFMC, Einstein Recs, AB Tasty	FAIL	2.3s	196ms	0.26
253	PrettyLittleThing	Monetate, AB Tasty	FAIL	2.3s	362ms	0.15
254	Brooks Running	Bluecore, AB Tasty	FAIL	2.3s	203ms	0.00
255	KidsFootLocker.com	Monetate	FAIL	2.3s	573ms	0.22
256	Stonewall	Einstein Recs	FAIL	2.3s	153ms	0.18
257	Ashro	Bloomreach	FAIL	2.3s	294ms	0.04
258	Boohoo Man	Monetate, AB Tasty	FAIL	2.3s	261ms	0.10
259	Netgear	Optimizely	FAIL	2.3s	291ms	0.06
260	West Marine	DynamicYield	FAIL	2.3s	164ms	0.13
261	Boston Proper	Monetate, AB Tasty	FAIL	2.3s	353ms	0.03
262	Roberto Cavalli	Evergage SFMC, AB Tasty	FAIL	2.3s	630ms	0.15
263	Bealls	Bloomreach	FAIL	2.3s	322ms	0.13
264	American Eagle	Bloomreach	FAIL	2.4s	529ms	0.19
265	Hoka	DynamicYield	FAIL	2.4s	303ms	0.03
266	Karen Millen	AB Tasty	FAIL	2.4s	231ms	0.10
267	Faconnable (US)	Monetate, Einstein Recs	FAIL	2.4s	525ms	0.50
268	Primark	DynamicYield, Evergage SFMC	FAIL	2.4s	412ms	0.05
269	Volcom	Monetate	FAIL	2.4s	712ms	0.21
270	1800 Lighting	DynamicYield	FAIL	2.4s	136ms	0.18
271	Carolina Biological	Monetate	FAIL	2.4s	294ms	0.01
272	PureFormulas	Certona	FAIL	2.4s	138ms	0.46
273	Calvin Klein	Optimizely Experimentation	FAIL	2.4s	255ms	0.03
274	Tactical Gear	RichRelevance	FAIL	2.4s	179ms	0.14
275	Tilly's	Bloomreach	FAIL	2.4s	213ms	0.10
276	GNC	Bloomreach, Monetate	FAIL	2.4s	336ms	0.29
277	Glasses USA	DynamicYield	FAIL	2.4s	566ms	0.07
278	Academy Sports	Bloomreach	FAIL	2.4s	224ms	0.05
279	Holt Renfrew	Optimizely	FAIL	2.4s	217ms	0.05
280	Dillards	Bloomreach, RichRelevance	FAIL	2.5s	246ms	0.03
281	Rural King	Optimizely Experimentation	FAIL	2.5s	496ms	0.62
282	Ralph Lauren	Bluecore, Monetate	FAIL	2.5s	279ms	0.08
283	Boll and Branch	DynamicYield, AB Tasty	FAIL	2.5s	243ms	0.08
284	Lee Jeans	DynamicYield, Optimizely	FAIL	2.5s	229ms	0.09
285	Boggi Milano	Fanplayr	FAIL	2.5s	210ms	0.12
286	Tractor Supply	AdobeCQ	FAIL	2.5s	380ms	0.12
287	Nike	Certona	FAIL	2.5s	206ms	0.06
288	Missguided	RichRelevance	FAIL	2.5s	779ms	0.48
289	At Home	Monetate	FAIL	2.5s	287ms	0.00
290	Bissell	AB Tasty	FAIL	2.5s	403ms	0.13
291	Carter's \| OshKosh B'gosh	RichRelevance	FAIL	2.5s	1077ms	0.26
292	Oshkosh	RichRelevance	FAIL	2.5s	1077ms	0.26
293	Lafayette148	RichRelevance	FAIL	2.5s	200ms	0.01
294	Coldwater Creek	Certona, Monetate	FAIL	2.5s	199ms	0.16
295	Kendra Scott	Monetate	FAIL	2.5s	304ms	0.14
296	Backcountry	Bluecore, Optimizely	FAIL	2.5s	451ms	0.02
297	Lululemon	Evergage SFMC	FAIL	2.5s	336ms	0.09
298	Lilly Pulitzer	Certona, Evergage SFMC	FAIL	2.5s	286ms	0.03
299	Bottega Veneta	AB Tasty	FAIL	2.5s	247ms	0.05
300	Mavis Discount Tire	Optimizely Experimentation	FAIL	2.5s	277ms	0.28
301	Holland & Barrett Retail Limited	RichRelevance	FAIL	2.5s	262ms	0.08
302	Ashley HomeStore	Optimizely, Optimizely Experimentation	FAIL	2.6s	252ms	0.13
303	MissPap	Monetate, AB Tasty	FAIL	2.6s	229ms	0.00
304	One Kings Lane	Bloomreach	FAIL	2.6s	165ms	0.13
305	Fiji Water	DynamicYield, AdobeCQ	FAIL	2.6s	162ms	0.01
306	HSN.com	Bloomreach	FAIL	2.6s	343ms	0.16
307	Kohl's	Bloomreach, RichRelevance	FAIL	2.6s	387ms	0.13
308	La Z Boy	Monetate	FAIL	2.6s	163ms	0.03
309	David Yurman	Bluecore	FAIL	2.6s	229ms	0.02
310	Anthropologie	RichRelevance	FAIL	2.6s	272ms	0.18
311	Leslie's	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.6s	189ms	0.13
312	Cole Haan	Bloomreach	FAIL	2.6s	128ms	0.12
313	Parts Town	Monetate	FAIL	2.6s	225ms	0.06
314	Kenneth Cole	DynamicYield	FAIL	2.6s	327ms	0.06
315	Uniqlo	Certona, AdobeCQ	FAIL	2.6s	459ms	0.17
316	Celine	Evergage SFMC, AB Tasty	FAIL	2.6s	414ms	0.08
317	Sur la Table	Bloomreach	FAIL	2.6s	303ms	0.18
318	Timex	DynamicYield	FAIL	2.6s	254ms	0.55
319	Bath & Body Works	Monetate	FAIL	2.6s	639ms	0.37
320	Dorothy Perkins	AB Tasty	FAIL	2.6s	349ms	0.14
321	Sorel	Bluecore, Monetate	FAIL	2.6s	137ms	0.13
322	Signature Hardware	Reflektion, Insider	FAIL	2.7s	160ms	0.19
323	B&Q	Bloomreach, Optimizely Experimentation	FAIL	2.7s	203ms	0.09
324	Tommy Bahama	AdobeCQ	FAIL	2.7s	150ms	0.06
325	Tarte	Bloomreach	FAIL	2.7s	212ms	0.14
326	Stella and Dot	DynamicYield	FAIL	2.7s	845ms	0.06
327	Smartwool	Bloomreach, Monetate, Optimizely, Optimizely Experimentation	FAIL	2.7s	254ms	0.14
328	Do It Best	AdobeCQ	FAIL	2.7s	125ms	0.03
329	Urban Outfitters	RichRelevance	FAIL	2.7s	289ms	0.19
330	North Face	Bloomreach, AdobeCQ	FAIL	2.7s	322ms	0.15
331	Shoe Carnival	Evergage SFMC	FAIL	2.7s	456ms	0.64
332	Lacoste	Bluecore, DynamicYield	FAIL	2.7s	254ms	0.03
333	Guess	RichRelevance, AB Tasty	FAIL	2.8s	417ms	0.05
334	Ulta	RichRelevance	FAIL	2.8s	566ms	0.09
335	Hayneedle	Reflektion	FAIL	2.8s	142ms	0.06
336	Williams-Sonoma	RichRelevance	FAIL	2.8s	562ms	0.21
337	Coach	Bluecore, Certona, Optimizely	FAIL	2.8s	544ms	0.20
338	Teva	DynamicYield	FAIL	2.8s	299ms	0.06
339	Helzberg	Insider	FAIL	2.8s	203ms	0.03
340	New Pig	Evergage SFMC	FAIL	2.8s	145ms	0.02
341	White House Black Market	Reflektion	FAIL	2.8s	294ms	0.09
342	DM	DynamicYield	FAIL	2.8s	155ms	0.08
343	Motosport	Bloomreach, Optimizely Experimentation	FAIL	2.8s	461ms	0.00
344	Linen Chest	DynamicYield	FAIL	2.8s	233ms	0.18
345	Sharper Image	Certona	FAIL	2.8s	188ms	0.09
346	Loft	Reflektion, RichRelevance	FAIL	2.8s	273ms	0.08
347	Meaningful Beauty	AB Tasty	FAIL	2.8s	254ms	0.04
348	Berries.com (Shari's Berries)	Bloomreach	FAIL	2.8s	321ms	0.18
349	Ubisoft	Optimizely Experimentation, AB Tasty	FAIL	2.8s	253ms	0.32
350	Ubisoft Store	AB Tasty	FAIL	2.8s	253ms	0.32
351	L'Oreal USA	RichRelevance, Optimizely Experimentation	FAIL	2.8s	303ms	0.05
352	Coast Fashion	Monetate	FAIL	2.8s	355ms	0.19
353	New Balance	ZineOne	FAIL	2.8s	262ms	0.04
354	Warehouse	Monetate, AB Tasty	FAIL	2.9s	221ms	0.00
355	Target	RichRelevance	FAIL	2.9s	230ms	0.43
356	Kipling	Bluecore	FAIL	2.9s	243ms	0.07
357	5.11 Tactical	DynamicYield, Nosto	FAIL	2.9s	178ms	0.08
358	Texas Instruments	AdobeCQ	FAIL	2.9s	375ms	0.10
359	Chico's	Certona	FAIL	2.9s	349ms	0.09
360	Boohoo	AB Tasty	FAIL	2.9s	245ms	0.10
361	FinishLine.com	DynamicYield	FAIL	2.9s	231ms	0.19
362	Art.com, Inc.	Evergage SFMC	FAIL	3.0s	352ms	0.16
363	Dicks Sporting Goods	Certona	FAIL	3.0s	303ms	0.15
364	Pop Sockets	Monetate	FAIL	3.0s	385ms	0.20
365	Balenciaga	AB Tasty	FAIL	3.0s	243ms	0.06
366	Space NK	Einstein Recs	FAIL	3.0s	327ms	0.09
367	New York & Co.	Rebuy	FAIL	3.0s	339ms	0.27
368	ASDA Direct	DynamicYield	FAIL	3.0s	891ms	0.65
369	Orlebar Brown	Nosto	FAIL	3.0s	196ms	0.01
370	Madewell	Monetate	FAIL	3.0s	246ms	0.23
371	MCM Worldwide	Wunderkind, Einstein Recs	FAIL	3.0s	416ms	0.08
372	Zumiez	Reflektion	FAIL	3.0s	153ms	0.06
373	Kate Spade & Company	Certona	FAIL	3.0s	581ms	0.07
374	Dickies	Nosto	FAIL	3.0s	246ms	0.04
375	LensCrafters	Monetate	FAIL	3.0s	212ms	0.24
376	Psycho Bunny	Nosto	FAIL	3.0s	280ms	0.02
377	Debenhams	DynamicYield, Monetate, AB Tasty	FAIL	3.0s	404ms	0.09
378	Maisonmartinmargiela.com	AB Tasty	FAIL	3.1s	315ms	0.00
379	Allied Electronics	Optimizely	FAIL	3.1s	262ms	0.01
380	Shop LC	DynamicYield	FAIL	3.1s	514ms	0.11
381	Aarons	Evergage SFMC	FAIL	3.1s	307ms	0.05
382	Sam's Club	RichRelevance	FAIL	3.1s	235ms	0.21
383	Burton	Bloomreach	FAIL	3.1s	284ms	0.19
384	Cost Plus World Market	Bluecore	FAIL	3.1s	139ms	0.01
385	Catherine's	Monetate, Certona, Reflektion	FAIL	3.1s	260ms	0.15
386	Golden Goose	DynamicYield	FAIL	3.1s	370ms	0.22
387	Boots	RichRelevance	FAIL	3.2s	481ms	0.36
388	Vision Direct	Monetate	FAIL	3.2s	288ms	0.12
389	True Religion	Bloomreach, DynamicYield	FAIL	3.2s	290ms	0.39
390	HarmanKardon	Optimizely, Optimizely Experimentation	FAIL	3.2s	223ms	0.02
391	Vitamin Shoppe	Insider	FAIL	3.2s	201ms	0.36
392	BrookLinen	DynamicYield	FAIL	3.2s	270ms	0.15
393	Jansport	Bluecore, Optimizely Experimentation	FAIL	3.2s	313ms	0.17
394	ASICS	DynamicYield	FAIL	3.3s	416ms	0.08
395	Carphone Warehouse	AdobeCQ	FAIL	3.3s	147ms	0.01
396	Musicians Friend	Bloomreach, Monetate	FAIL	3.3s	183ms	0.21
397	JBL	Optimizely	FAIL	3.3s	379ms	0.14
398	R.M.Williams	Optimizely, Optimizely Experimentation	FAIL	3.4s	364ms	0.06
399	Duluth Trading	Bloomreach	FAIL	3.4s	171ms	0.20
400	Maybelline	Evergage SFMC, Optimizely Experimentation	FAIL	3.4s	273ms	0.06
401	Oasis	Monetate	FAIL	3.4s	345ms	0.18
402	Kay Jewellers	DynamicYield	FAIL	3.4s	170ms	0.24
403	Napapijri	Bluecore, Optimizely Experimentation	FAIL	3.4s	212ms	0.01
404	Ace Hardware	Monetate	FAIL	3.4s	638ms	0.16
405	Burts Bees	Optimizely, Optimizely Experimentation	FAIL	3.4s	310ms	0.26
406	Fisher Scientific	AdobeCQ	FAIL	3.5s	154ms	0.04
407	altra	Bloomreach, Nosto, Optimizely Experimentation	FAIL	3.5s	288ms	0.01
408	1800 Flowers	RichRelevance	FAIL	3.5s	561ms	0.24
409	Cartier Inc	AdobeCQ, AB Tasty	FAIL	3.5s	411ms	0.12
410	Zales	DynamicYield	FAIL	3.5s	187ms	0.20
411	Jared	DynamicYield	FAIL	3.5s	162ms	0.09
412	Aritzia	DynamicYield	FAIL	3.5s	313ms	0.49
413	Arezzo	RichRelevance	FAIL	3.6s	429ms	0.38
414	AT&T Inc.	AdobeCQ	FAIL	3.6s	286ms	0.15
415	Goodyear	Evergage SFMC	FAIL	3.6s	196ms	0.35
416	Wallis	AB Tasty	FAIL	3.7s	436ms	0.19
417	Belk, Inc.	DynamicYield	FAIL	3.7s	347ms	0.18
418	Sony (Playstation)	AdobeCQ, Evergage SFMC	FAIL	3.7s	251ms	0.09
419	iRobot	Evergage SFMC	FAIL	3.7s	213ms	0.06
420	Trek	Bloomreach	FAIL	3.7s	396ms	0.26
421	Beats by Dre	AdobeCQ	FAIL	3.7s	150ms	0.04
422	Meijer	AdobeCQ, RichRelevance	FAIL	3.8s	286ms	0.54
423	Timberland	AdobeCQ, Bluecore, Optimizely Experimentation	FAIL	3.8s	359ms	0.47
424	Hamleys	DynamicYield	FAIL	3.8s	127ms	0.18
425	BenQ	AdobeCQ	FAIL	3.8s	206ms	0.08
426	eXtra	RichRelevance	FAIL	3.8s	313ms	0.30
427	Scholastic	AdobeCQ	FAIL	3.8s	152ms	0.01
428	Versace USA	Insider, DynamicYield	FAIL	3.9s	450ms	0.14
429	Victorinox	Monetate	FAIL	3.9s	344ms	0.20
430	Frontgate.com	Bloomreach	FAIL	3.9s	332ms	0.20
431	Prada	AdobeCQ	FAIL	3.9s	463ms	0.12
432	Puma	Bloomreach, AB Tasty	FAIL	3.9s	392ms	0.15
433	PUMA	AB Tasty	FAIL	3.9s	392ms	0.15
434	Riley Home	Optimizely	FAIL	3.9s	187ms	0.30
435	Fossil	Bloomreach	FAIL	4.0s	399ms	0.16
436	Nars Cosmetics	DynamicYield	FAIL	4.0s	298ms	0.49
437	CVS	Bluecore	FAIL	4.0s	196ms	0.21
438	Clarins	AB Tasty	FAIL	4.1s	254ms	0.15
439	Vineyard vines	DynamicYield	FAIL	4.1s	2316ms	0.79
440	Dolce&Gabbana	AB Tasty	FAIL	4.1s	3909ms	0.34
441	American Apparel	Bloomreach	FAIL	4.2s	347ms	0.42
442	Crayola	Monetate	FAIL	4.2s	145ms	0.32
443	Nespresso	AdobeCQ, DynamicYield	FAIL	4.3s	418ms	0.89
444	Zara	Optimizely, Optimizely Experimentation	FAIL	4.3s	541ms	0.16
445	Harry & David	Bloomreach	FAIL	4.4s	448ms	0.17
446	Rhone	DynamicYield	FAIL	4.5s	368ms	0.09
447	Sears	AdobeCQ, RichRelevance	FAIL	4.5s	193ms	0.06
448	LG	Optimizely Experimentation	FAIL	4.7s	929ms	0.30
449	Designer Shoe Warehouse	Reflektion, Bloomreach, Optimizely Experimentation	FAIL	4.8s	332ms	0.56
450	Cabelas	AdobeCQ	FAIL	4.8s	196ms	0.66
451	Dollar General	Bloomreach, AdobeCQ	FAIL	4.9s	378ms	0.17
452	Bass Pro	RichRelevance	FAIL	4.9s	215ms	0.66
453	Xerox	Wunderkind	FAIL	5.0s	161ms	0.19
454	Family Dollar	AdobeCQ	FAIL	5.1s	410ms	1.33
455	1-800 Contacts	Monetate, ZineOne	FAIL	5.1s	145ms	0.56
456	Bob's Discount Furniture	Certona	FAIL	5.3s	423ms	0.40
457	Flinn Scientific	Optimizely Experimentation	FAIL	6.1s	163ms	0.38
458	Fendi	DynamicYield	FAIL	6.9s	278ms	0.07

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The 458 Fastest Ecommerce Sites by Personalization

(November 2026) - real-user mobile speed from Google CrUX, 28-day window

Rank	Brand	Personalization	CWV	LCP	INP	CLS
1	Motherhood	DynamicYield	PASS	1.0s	96ms	0.00
2	TUK	DynamicYield	PASS	1.0s	105ms	0.07
3	Perfume.com	Optimizely, Optimizely Experimentation	PASS	1.0s	164ms	0.00
4	Dunelm	Monetate	PASS	1.1s	162ms	0.01
5	BCBG	DynamicYield	PASS	1.1s	148ms	0.00
6	Mvmt	DynamicYield	PASS	1.2s	155ms	0.00
7	Weber	Evergage SFMC	PASS	1.2s	117ms	0.00
8	Maison Birks	Insider	PASS	1.2s	145ms	0.00
9	Joss and Main	Bloomreach	PASS	1.2s	121ms	0.00
10	OfficeSupply.com	Bloomreach	PASS	1.2s	122ms	0.01
11	All Modern	Bloomreach	PASS	1.3s	129ms	0.00
12	Godiva	Bloomreach	PASS	1.3s	160ms	0.01
13	Coastal	AdobeCQ	PASS	1.3s	146ms	0.00
14	Soia+Kyo	DynamicYield	PASS	1.3s	132ms	0.00
15	Bridgestone Golf	AdobeCQ	PASS	1.3s	112ms	0.00
16	Alexander Wang	Bluecore, DynamicYield	PASS	1.3s	196ms	0.00
17	Fun.com	RichRelevance	PASS	1.3s	138ms	0.07
18	TGW	Monetate	PASS	1.4s	125ms	0.04
19	Superdry	Einstein Recs	PASS	1.4s	141ms	0.01
20	Traeger Grills	Monetate	PASS	1.4s	105ms	0.09
21	Office	DynamicYield	PASS	1.4s	154ms	0.09
22	Orvis	Bluecore	PASS	1.4s	99ms	0.01
23	Ann Summers	DynamicYield	PASS	1.4s	137ms	0.00
24	Windsor	Certona	PASS	1.4s	170ms	0.01
25	Freshpair.com	Bloomreach	PASS	1.4s	95ms	0.00
26	Cheaper than Dirt	Bloomreach	PASS	1.4s	77ms	0.00
27	Seed Heritage	Insider, Optimizely Experimentation	PASS	1.5s	145ms	0.00
28	Chi	Einstein Recs	PASS	1.5s	128ms	0.02
29	Jeg's	DynamicYield	PASS	1.5s	186ms	0.05
30	TM Lewin	RichRelevance	PASS	1.5s	160ms	0.00
31	Troybilt	Monetate	PASS	1.5s	120ms	0.00
32	Hobby Lobby	RichRelevance	PASS	1.5s	135ms	0.03
33	Elie Tahari	DynamicYield	PASS	1.5s	196ms	0.00
34	PictureFrames.com	Optimizely Experimentation	PASS	1.5s	112ms	0.04
35	Big Lots	Reflektion	PASS	1.5s	91ms	0.00
36	Disney Store	Bloomreach, Evergage SFMC	PASS	1.5s	153ms	0.00
37	Mackage	DynamicYield	PASS	1.5s	129ms	0.00
38	GameStop	DynamicYield	PASS	1.5s	156ms	0.03
39	Only Natural Pet	Bloomreach	PASS	1.5s	171ms	0.06
40	Zazzle	Bloomreach	PASS	1.6s	129ms	0.01
41	Whistles	AB Tasty	PASS	1.6s	188ms	0.00
42	Conair	Einstein Recs	PASS	1.6s	169ms	0.10
43	Banfield Pet Hospital	Optimizely, Optimizely Experimentation	PASS	1.6s	138ms	0.00
44	SmartPak	DynamicYield	PASS	1.6s	121ms	0.02
45	Logitech International SA	AdobeCQ, Evergage SFMC	PASS	1.6s	153ms	0.06
46	Shaver Shop	AB Tasty	PASS	1.6s	161ms	0.03
47	Derm Store	DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
48	Dermstore	Bloomreach, DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
49	Skin Store	DynamicYield, AB Tasty	PASS	1.6s	139ms	0.01
50	Patagonia	Bloomreach, AB Tasty	PASS	1.6s	147ms	0.01
51	Damart	AB Tasty	PASS	1.6s	196ms	0.05
52	Cub Cadet	Monetate	PASS	1.7s	110ms	0.00
53	Saks	DynamicYield	PASS	1.7s	112ms	0.03
54	Charles Tyrwhitt	Bloomreach	PASS	1.7s	158ms	0.08
55	Rock Bottom Golf	DynamicYield	PASS	1.7s	95ms	0.05
56	Playmobil	Evergage SFMC	PASS	1.7s	116ms	0.01
57	Peacock Alley	DynamicYield	PASS	1.7s	162ms	0.03
58	Black Rifle Coffee	Rebuy	PASS	1.7s	130ms	0.07
59	Sonos	Optimizely	PASS	1.7s	185ms	0.09
60	Vision Express	Bloomreach, Monetate	PASS	1.7s	180ms	0.02
61	Footsmart	RichRelevance	PASS	1.7s	152ms	0.00
62	Bed, Bath and Beyond	Evergage SFMC	PASS	1.7s	138ms	0.03
63	French Connection US	Bloomreach	PASS	1.7s	171ms	0.00
64	Club Monaco	Nosto	PASS	1.7s	131ms	0.08
65	Charming Charlie	Bloomreach	PASS	1.7s	154ms	0.00
66	Container Store	Bloomreach	PASS	1.8s	146ms	0.06
67	Forever 21	DynamicYield	PASS	1.8s	167ms	0.00
68	Macy's	RichRelevance	PASS	1.8s	179ms	0.08
69	Prana	Monetate, Einstein Recs, Bluecore	PASS	1.8s	140ms	0.05
70	Tumi	Monetate	PASS	1.8s	184ms	0.02
71	Harry Rosen	Monetate	PASS	1.8s	138ms	0.04
72	All Saints	Bloomreach, Optimizely	PASS	1.8s	119ms	0.01
73	Athleta	Optimizely Experimentation	PASS	1.9s	174ms	0.00
74	BARK	Rebuy	PASS	1.9s	119ms	0.02
75	Wrangler Europe	DynamicYield	PASS	1.9s	189ms	0.05
76	Birch Lane	Bloomreach	PASS	1.9s	128ms	0.00
77	Overstock	Evergage SFMC	PASS	1.9s	155ms	0.04
78	Kiehl's	Evergage SFMC	PASS	1.9s	188ms	0.06
79	Wrangler US	Bloomreach, DynamicYield, Optimizely, Bloomreach	PASS	1.9s	192ms	0.05
80	TJ Maxx	RichRelevance	PASS	1.9s	170ms	0.00
81	House of Fraser	RichRelevance	PASS	1.9s	193ms	0.01
82	Tiffany & Co.	AdobeCQ, DynamicYield	PASS	1.9s	185ms	0.01
83	Mountain Hardwear	Monetate, Einstein Recs, Bluecore	PASS	1.9s	120ms	0.03
84	Acme Tools	Evergage SFMC, Einstein Recs	PASS	2.0s	144ms	0.05
85	Expressions	Optimizely Experimentation	PASS	2.0s	95ms	0.00
86	Fingerhut	Monetate, RichRelevance	PASS	2.0s	89ms	0.00
87	Flaconi	DynamicYield	PASS	2.0s	174ms	0.03
88	Home Depot	DynamicYield	PASS	2.0s	145ms	0.07
89	Finestationery.com	Monetate	PASS	2.0s	137ms	0.05
90	Cricut	Optimizely, Optimizely Experimentation	PASS	2.0s	170ms	0.01
91	Appleseed's	Nosto	PASS	2.1s	104ms	0.00
92	Home Depot Canada	Bloomreach, AdobeCQ	PASS	2.1s	195ms	0.08
93	Hallmark	Bloomreach	PASS	2.1s	181ms	0.05
94	Total Wine & More	Bloomreach, RichRelevance	PASS	2.1s	199ms	0.08
95	Rimowa	DynamicYield	PASS	2.1s	180ms	0.00
96	Revolve Clothing	Bloomreach	PASS	2.1s	171ms	0.00
97	Therabody	Optimizely Experimentation	PASS	2.1s	163ms	0.04
98	Birkenstock	Optimizely, Optimizely Experimentation	PASS	2.1s	174ms	0.04
99	La Prairie	Insider	PASS	2.2s	186ms	0.02
100	AC Lens	Optimizely Experimentation	PASS	2.2s	97ms	0.00
101	LLBean	DynamicYield	PASS	2.2s	177ms	0.01
102	Vizio	AdobeCQ	PASS	2.2s	149ms	0.01
103	Chemical Guys	DynamicYield	PASS	2.2s	170ms	0.01
104	Office Depot	RichRelevance	PASS	2.2s	175ms	0.07
105	Eddie Bauer	AdobeCQ, Certona, Bloomreach	PASS	2.2s	165ms	0.07
106	Rag and Bone	Wunderkind, Einstein Recs	PASS	2.2s	170ms	0.01
107	DiscountContactLenses.com	Optimizely Experimentation	PASS	2.3s	98ms	0.00
108	Uncommon Goods	Bloomreach	PASS	2.3s	149ms	0.06
109	Beyond the rack	RichRelevance	PASS	2.4s	76ms	0.00
110	Horchow	RichRelevance	PASS	2.4s	162ms	0.03
111	Last Call	RichRelevance	PASS	2.4s	162ms	0.03
112	Neiman Marcus	AdobeCQ, RichRelevance	PASS	2.4s	162ms	0.03
113	Banana Republic	Optimizely Experimentation, Optimizely	PASS	2.4s	159ms	0.09
114	Burrow	AB Tasty	PASS	2.4s	139ms	0.06
115	Belkin	Monetate	PASS	2.4s	180ms	0.00
116	Scrubs and Beyond	Bloomreach	PASS	2.4s	179ms	0.02
117	LogoSportsWear	Monetate, Optimizely Experimentation	PASS	2.4s	137ms	0.00
118	Sunglass Hut	Monetate	PASS	2.4s	163ms	0.03
119	Heals	Nosto	PASS	2.4s	194ms	0.04
120	Cortefiel	DynamicYield, Einstein Recs	FAIL	1.1s	257ms	0.03
121	Early Learning Centre	DynamicYield	FAIL	1.2s	130ms	0.13
122	Look Fantastic	DynamicYield, AB Tasty	FAIL	1.3s	277ms	0.01
123	JewelryTelevision	Bloomreach	FAIL	1.3s	229ms	0.02
124	BBC Shop	Optimizely Experimentation	FAIL	1.3s	208ms	0.00
125	CosmoProf	Monetate	FAIL	1.3s	170ms	0.13
126	FTD (Florist's Transworld Delivery)	Bloomreach	FAIL	1.3s	272ms	0.10
127	ALDO	Bloomreach	FAIL	1.5s	209ms	0.01
128	Tate Modern	AB Tasty	FAIL	1.5s	245ms	0.00
129	Wayfair	Bloomreach	FAIL	1.5s	210ms	0.00
130	Toolstation	Monetate, Optimizely	FAIL	1.5s	212ms	0.28
131	Reef	AdobeCQ	FAIL	1.5s	213ms	0.01
132	Tervis	RichRelevance	FAIL	1.5s	150ms	0.18
133	Furniture Village	Optimizely	FAIL	1.5s	155ms	0.20
134	HEMA	Einstein Recs	FAIL	1.5s	212ms	0.01
135	Funko	AB Tasty	FAIL	1.5s	231ms	0.01
136	Cuisinart	Einstein Recs	FAIL	1.5s	188ms	0.11
137	Urban Decay Cosmetics	RichRelevance	FAIL	1.6s	179ms	0.12
138	B&H Photo & Video	RichRelevance	FAIL	1.6s	186ms	0.14
139	JensonUSA.com	Bloomreach	FAIL	1.6s	137ms	0.12
140	Halfords (UK)	Bloomreach	FAIL	1.6s	279ms	0.14
141	Travelpro	Nosto	FAIL	1.6s	217ms	0.01
142	Liberty	DynamicYield, Optimizely Experimentation	FAIL	1.6s	279ms	0.09
143	Hugo Boss	DynamicYield	FAIL	1.6s	220ms	0.01
144	Chanel	Monetate, Bluecore	FAIL	1.6s	208ms	0.01
145	Marc Jacobs	Nosto, AB Tasty	FAIL	1.6s	477ms	0.15
146	Argos	AdobeCQ, Bloomreach	FAIL	1.6s	251ms	0.00
147	Fatface	Monetate	FAIL	1.6s	354ms	0.04
148	Ariat	Bloomreach, Bloomreach Exponea, Bluecore	FAIL	1.6s	260ms	0.12
149	Clark's	RichRelevance	FAIL	1.6s	211ms	0.04
150	Boux Avenue	DynamicYield	FAIL	1.7s	353ms	0.04
151	Jimmy Choo	DynamicYield	FAIL	1.7s	212ms	0.00
152	Jos A Bank	Bloomreach, AB Tasty	FAIL	1.7s	237ms	0.07
153	Cotton On	Evergage SFMC, Einstein Recs	FAIL	1.7s	227ms	0.01
154	Beaverbrooks	RichRelevance, AB Tasty	FAIL	1.7s	155ms	0.16
155	Breville	AdobeCQ	FAIL	1.7s	144ms	0.27
156	Gymboree	DynamicYield	FAIL	1.7s	283ms	0.36
157	J&P Cycles Inc	RichRelevance	FAIL	1.8s	208ms	0.00
158	Skechers	Monetate	FAIL	1.8s	224ms	0.03
159	Mark and Graham	RichRelevance	FAIL	1.8s	318ms	0.25
160	MarkandGraham.com	RichRelevance	FAIL	1.8s	318ms	0.25
161	Barefoot Dreams	Wunderkind	FAIL	1.8s	185ms	0.27
162	Jomashop.com	Nosto	FAIL	1.8s	226ms	0.03
163	The Children's Place	DynamicYield	FAIL	1.8s	532ms	0.39
164	Ex Officio	Optimizely Experimentation	FAIL	1.8s	171ms	0.18
165	American Girl	Optimizely	FAIL	1.8s	237ms	0.03
166	Calphalon	Evergage SFMC, Einstein Recs	FAIL	1.8s	178ms	0.22
167	Nectar Sleep	DynamicYield	FAIL	1.8s	430ms	0.07
168	Dr. Martens Airwair USA	Monetate	FAIL	1.8s	312ms	0.01
169	eBags	Bloomreach	FAIL	1.8s	214ms	0.07
170	Peter Millar	jst.ai	FAIL	1.8s	163ms	0.21
171	Janie and Jack	Nosto	FAIL	1.8s	133ms	0.12
172	Build.com	DynamicYield	FAIL	1.8s	278ms	0.00
173	ElectricGeneratorsDirect.com	DynamicYield	FAIL	1.8s	278ms	0.00
174	Ferguson Showrooms	DynamicYield	FAIL	1.8s	278ms	0.00
175	IceMakerDirect.com	RichRelevance	FAIL	1.8s	278ms	0.00
176	Vistaprint	Optimizely	FAIL	1.9s	233ms	0.03
177	Philosophy	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	1.9s	204ms	0.03
178	Lancome	Evergage SFMC	FAIL	1.9s	233ms	0.13
179	Torrid	Monetate	FAIL	1.9s	344ms	0.20
180	Design Within Reach	Bloomreach	FAIL	1.9s	203ms	0.14
181	The Honest Kitchen	Nosto	FAIL	1.9s	255ms	0.02
182	Blinds.com	Bloomreach	FAIL	1.9s	151ms	0.11
183	Aeropostale	Bloomreach	FAIL	1.9s	356ms	0.08
184	Moose Knuckles	Nosto	FAIL	1.9s	229ms	0.00
185	NYX	Evergage SFMC	FAIL	1.9s	238ms	0.12
186	Mulberry	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	1.9s	130ms	0.11
187	Wolverine	Bluecore	FAIL	1.9s	385ms	0.09
188	Exposuresonline.com	Monetate	FAIL	2.0s	224ms	0.22
189	Miles Kimball	Monetate, Bloomreach	FAIL	2.0s	224ms	0.22
190	Brown Thomas	RichRelevance	FAIL	2.0s	269ms	0.14
191	Floor and Decor	DynamicYield	FAIL	2.0s	541ms	0.18
192	Ugg	DynamicYield	FAIL	2.0s	253ms	0.02
193	Overtons.com	Bloomreach	FAIL	2.0s	237ms	0.32
194	Brooks Brothers	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	214ms	0.03
195	PacSun	DynamicYield	FAIL	2.0s	287ms	0.11
196	Cotton Traders	DynamicYield	FAIL	2.0s	239ms	0.17
197	Steve Madden	Bluecore, AB Tasty	FAIL	2.0s	234ms	0.10
198	Monroe and Main	Bloomreach	FAIL	2.0s	241ms	0.00
199	Callaway	DynamicYield	FAIL	2.0s	204ms	0.07
200	Calzedonia	AB Tasty	FAIL	2.0s	579ms	0.08
201	PGA Tour store	Evergage SFMC	FAIL	2.0s	212ms	0.06
202	Yeti	DynamicYield, Optimizely, Optimizely Experimentation	FAIL	2.0s	204ms	0.07
203	Sally Beauty	Monetate	FAIL	2.0s	304ms	0.12
204	NEXT	Monetate	FAIL	2.0s	533ms	0.06
205	Nuts.com	DynamicYield	FAIL	2.0s	238ms	0.14
206	Les Schwab	Optimizely Experimentation	FAIL	2.0s	203ms	0.00
207	Destination XL	Monetate	FAIL	2.0s	302ms	0.30
208	Mavi	Nosto	FAIL	2.1s	239ms	0.01
209	YOOX Group	Optimizely	FAIL	2.1s	262ms	0.14
210	J Jill	RichRelevance, Monetate	FAIL	2.1s	380ms	0.30
211	Maui Jim	Wunderkind, AB Tasty	FAIL	2.1s	203ms	0.09
212	Hanna Andersson	Bloomreach, AB Tasty	FAIL	2.1s	210ms	0.17
213	Barnes and Noble	AdobeCQ, DynamicYield	FAIL	2.1s	248ms	0.52
214	Camping World	Bloomreach	FAIL	2.1s	253ms	0.29
215	Fenwick	Nosto	FAIL	2.1s	229ms	0.02
216	LifeWay Christian Stores	AdobeCQ	FAIL	2.1s	148ms	0.12
217	El Corte Ingles (Spain)	RichRelevance	FAIL	2.1s	278ms	0.13
218	Vera Bradley	Bloomreach	FAIL	2.1s	245ms	0.07
219	Ward's	Evergage SFMC, Einstein Recs, Bloomreach, Optimizely	FAIL	2.1s	307ms	0.03
220	Lands' End	DynamicYield, Certona, Optimizely	FAIL	2.1s	515ms	0.64
221	Soccer.com	Reflektion	FAIL	2.1s	246ms	1.01
222	Lane Bryant	Bluecore, Optimizely	FAIL	2.1s	262ms	0.02
223	Michael Kors	Bluecore, DynamicYield	FAIL	2.1s	248ms	0.01
224	Carhartt WIP	DynamicYield	FAIL	2.1s	206ms	0.00
225	Columbia Sportswear	Bluecore, Monetate	FAIL	2.1s	253ms	0.07
226	Maurice's	Certona, DynamicYield	FAIL	2.1s	392ms	0.24
227	Michaels Stores	Optimizely, Optimizely Experimentation	FAIL	2.2s	346ms	0.18
228	JC Penney	RichRelevance	FAIL	2.2s	361ms	0.14
229	buydig.com	Optimizely Experimentation	FAIL	2.2s	103ms	0.28
230	Guitar Center	Monetate	FAIL	2.2s	282ms	0.07
231	Sweaty Betty	DynamicYield	FAIL	2.2s	413ms	0.38
232	Vermont Country Store	Bloomreach	FAIL	2.2s	263ms	0.48
233	Nutribullet	AB Tasty	FAIL	2.2s	354ms	0.00
234	The Company Store	DynamicYield	FAIL	2.2s	222ms	0.26
235	Far Fetch	Bloomreach	FAIL	2.2s	260ms	0.03
236	Roots	Bloomreach	FAIL	2.2s	174ms	0.28
237	WestElm	RichRelevance	FAIL	2.2s	565ms	0.26
238	Johnny Was	AdobeCQ	FAIL	2.2s	230ms	0.06
239	QVC	AdobeCQ	FAIL	2.2s	220ms	0.18
240	Ogio	DynamicYield	FAIL	2.2s	221ms	0.05
241	Nine West Group Inc.	DynamicYield	FAIL	2.2s	521ms	0.05
242	Bonobos	Optimizely	FAIL	2.2s	229ms	0.02
243	Currys	RichRelevance	FAIL	2.2s	286ms	0.15
244	1800 Petmeds	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.3s	171ms	0.20
245	Lakeshore Learning	RichRelevance	FAIL	2.3s	156ms	0.13
246	Lamps Plus	Bloomreach, DynamicYield, Certona, Bluecore	FAIL	2.3s	237ms	0.03
247	Advance Auto Parts	Certona	FAIL	2.3s	455ms	0.10
248	Road Runner Sports	Bloomreach	FAIL	2.3s	202ms	0.12
249	Arc'teryx	Optimizely	FAIL	2.3s	275ms	0.02
250	Hot Topic	Bloomreach	FAIL	2.3s	231ms	0.06
251	Vans	DynamicYield, Monetate	FAIL	2.3s	329ms	0.87
252	Graco	Evergage SFMC, Einstein Recs, AB Tasty	FAIL	2.3s	196ms	0.26
253	PrettyLittleThing	Monetate, AB Tasty	FAIL	2.3s	362ms	0.15
254	Brooks Running	Bluecore, AB Tasty	FAIL	2.3s	203ms	0.00
255	KidsFootLocker.com	Monetate	FAIL	2.3s	573ms	0.22
256	Stonewall	Einstein Recs	FAIL	2.3s	153ms	0.18
257	Ashro	Bloomreach	FAIL	2.3s	294ms	0.04
258	Boohoo Man	Monetate, AB Tasty	FAIL	2.3s	261ms	0.10
259	Netgear	Optimizely	FAIL	2.3s	291ms	0.06
260	West Marine	DynamicYield	FAIL	2.3s	164ms	0.13
261	Boston Proper	Monetate, AB Tasty	FAIL	2.3s	353ms	0.03
262	Roberto Cavalli	Evergage SFMC, AB Tasty	FAIL	2.3s	630ms	0.15
263	Bealls	Bloomreach	FAIL	2.3s	322ms	0.13
264	American Eagle	Bloomreach	FAIL	2.4s	529ms	0.19
265	Hoka	DynamicYield	FAIL	2.4s	303ms	0.03
266	Karen Millen	AB Tasty	FAIL	2.4s	231ms	0.10
267	Faconnable (US)	Monetate, Einstein Recs	FAIL	2.4s	525ms	0.50
268	Primark	DynamicYield, Evergage SFMC	FAIL	2.4s	412ms	0.05
269	Volcom	Monetate	FAIL	2.4s	712ms	0.21
270	1800 Lighting	DynamicYield	FAIL	2.4s	136ms	0.18
271	Carolina Biological	Monetate	FAIL	2.4s	294ms	0.01
272	PureFormulas	Certona	FAIL	2.4s	138ms	0.46
273	Calvin Klein	Optimizely Experimentation	FAIL	2.4s	255ms	0.03
274	Tactical Gear	RichRelevance	FAIL	2.4s	179ms	0.14
275	Tilly's	Bloomreach	FAIL	2.4s	213ms	0.10
276	GNC	Bloomreach, Monetate	FAIL	2.4s	336ms	0.29
277	Glasses USA	DynamicYield	FAIL	2.4s	566ms	0.07
278	Academy Sports	Bloomreach	FAIL	2.4s	224ms	0.05
279	Holt Renfrew	Optimizely	FAIL	2.4s	217ms	0.05
280	Dillards	Bloomreach, RichRelevance	FAIL	2.5s	246ms	0.03
281	Rural King	Optimizely Experimentation	FAIL	2.5s	496ms	0.62
282	Ralph Lauren	Bluecore, Monetate	FAIL	2.5s	279ms	0.08
283	Boll and Branch	DynamicYield, AB Tasty	FAIL	2.5s	243ms	0.08
284	Lee Jeans	DynamicYield, Optimizely	FAIL	2.5s	229ms	0.09
285	Boggi Milano	Fanplayr	FAIL	2.5s	210ms	0.12
286	Tractor Supply	AdobeCQ	FAIL	2.5s	380ms	0.12
287	Nike	Certona	FAIL	2.5s	206ms	0.06
288	Missguided	RichRelevance	FAIL	2.5s	779ms	0.48
289	At Home	Monetate	FAIL	2.5s	287ms	0.00
290	Bissell	AB Tasty	FAIL	2.5s	403ms	0.13
291	Carter's \| OshKosh B'gosh	RichRelevance	FAIL	2.5s	1077ms	0.26
292	Oshkosh	RichRelevance	FAIL	2.5s	1077ms	0.26
293	Lafayette148	RichRelevance	FAIL	2.5s	200ms	0.01
294	Coldwater Creek	Certona, Monetate	FAIL	2.5s	199ms	0.16
295	Kendra Scott	Monetate	FAIL	2.5s	304ms	0.14
296	Backcountry	Bluecore, Optimizely	FAIL	2.5s	451ms	0.02
297	Lululemon	Evergage SFMC	FAIL	2.5s	336ms	0.09
298	Lilly Pulitzer	Certona, Evergage SFMC	FAIL	2.5s	286ms	0.03
299	Bottega Veneta	AB Tasty	FAIL	2.5s	247ms	0.05
300	Mavis Discount Tire	Optimizely Experimentation	FAIL	2.5s	277ms	0.28
301	Holland & Barrett Retail Limited	RichRelevance	FAIL	2.5s	262ms	0.08
302	Ashley HomeStore	Optimizely, Optimizely Experimentation	FAIL	2.6s	252ms	0.13
303	MissPap	Monetate, AB Tasty	FAIL	2.6s	229ms	0.00
304	One Kings Lane	Bloomreach	FAIL	2.6s	165ms	0.13
305	Fiji Water	DynamicYield, AdobeCQ	FAIL	2.6s	162ms	0.01
306	HSN.com	Bloomreach	FAIL	2.6s	343ms	0.16
307	Kohl's	Bloomreach, RichRelevance	FAIL	2.6s	387ms	0.13
308	La Z Boy	Monetate	FAIL	2.6s	163ms	0.03
309	David Yurman	Bluecore	FAIL	2.6s	229ms	0.02
310	Anthropologie	RichRelevance	FAIL	2.6s	272ms	0.18
311	Leslie's	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.6s	189ms	0.13
312	Cole Haan	Bloomreach	FAIL	2.6s	128ms	0.12
313	Parts Town	Monetate	FAIL	2.6s	225ms	0.06
314	Kenneth Cole	DynamicYield	FAIL	2.6s	327ms	0.06
315	Uniqlo	Certona, AdobeCQ	FAIL	2.6s	459ms	0.17
316	Celine	Evergage SFMC, AB Tasty	FAIL	2.6s	414ms	0.08
317	Sur la Table	Bloomreach	FAIL	2.6s	303ms	0.18
318	Timex	DynamicYield	FAIL	2.6s	254ms	0.55
319	Bath & Body Works	Monetate	FAIL	2.6s	639ms	0.37
320	Dorothy Perkins	AB Tasty	FAIL	2.6s	349ms	0.14
321	Sorel	Bluecore, Monetate	FAIL	2.6s	137ms	0.13
322	Signature Hardware	Reflektion, Insider	FAIL	2.7s	160ms	0.19
323	B&Q	Bloomreach, Optimizely Experimentation	FAIL	2.7s	203ms	0.09
324	Tommy Bahama	AdobeCQ	FAIL	2.7s	150ms	0.06
325	Tarte	Bloomreach	FAIL	2.7s	212ms	0.14
326	Stella and Dot	DynamicYield	FAIL	2.7s	845ms	0.06
327	Smartwool	Bloomreach, Monetate, Optimizely, Optimizely Experimentation	FAIL	2.7s	254ms	0.14
328	Do It Best	AdobeCQ	FAIL	2.7s	125ms	0.03
329	Urban Outfitters	RichRelevance	FAIL	2.7s	289ms	0.19
330	North Face	Bloomreach, AdobeCQ	FAIL	2.7s	322ms	0.15
331	Shoe Carnival	Evergage SFMC	FAIL	2.7s	456ms	0.64
332	Lacoste	Bluecore, DynamicYield	FAIL	2.7s	254ms	0.03
333	Guess	RichRelevance, AB Tasty	FAIL	2.8s	417ms	0.05
334	Ulta	RichRelevance	FAIL	2.8s	566ms	0.09
335	Hayneedle	Reflektion	FAIL	2.8s	142ms	0.06
336	Williams-Sonoma	RichRelevance	FAIL	2.8s	562ms	0.21
337	Coach	Bluecore, Certona, Optimizely	FAIL	2.8s	544ms	0.20
338	Teva	DynamicYield	FAIL	2.8s	299ms	0.06
339	Helzberg	Insider	FAIL	2.8s	203ms	0.03
340	New Pig	Evergage SFMC	FAIL	2.8s	145ms	0.02
341	White House Black Market	Reflektion	FAIL	2.8s	294ms	0.09
342	DM	DynamicYield	FAIL	2.8s	155ms	0.08
343	Motosport	Bloomreach, Optimizely Experimentation	FAIL	2.8s	461ms	0.00
344	Linen Chest	DynamicYield	FAIL	2.8s	233ms	0.18
345	Sharper Image	Certona	FAIL	2.8s	188ms	0.09
346	Loft	Reflektion, RichRelevance	FAIL	2.8s	273ms	0.08
347	Meaningful Beauty	AB Tasty	FAIL	2.8s	254ms	0.04
348	Berries.com (Shari's Berries)	Bloomreach	FAIL	2.8s	321ms	0.18
349	Ubisoft	Optimizely Experimentation, AB Tasty	FAIL	2.8s	253ms	0.32
350	Ubisoft Store	AB Tasty	FAIL	2.8s	253ms	0.32
351	L'Oreal USA	RichRelevance, Optimizely Experimentation	FAIL	2.8s	303ms	0.05
352	Coast Fashion	Monetate	FAIL	2.8s	355ms	0.19
353	New Balance	ZineOne	FAIL	2.8s	262ms	0.04
354	Warehouse	Monetate, AB Tasty	FAIL	2.9s	221ms	0.00
355	Target	RichRelevance	FAIL	2.9s	230ms	0.43
356	Kipling	Bluecore	FAIL	2.9s	243ms	0.07
357	5.11 Tactical	DynamicYield, Nosto	FAIL	2.9s	178ms	0.08
358	Texas Instruments	AdobeCQ	FAIL	2.9s	375ms	0.10
359	Chico's	Certona	FAIL	2.9s	349ms	0.09
360	Boohoo	AB Tasty	FAIL	2.9s	245ms	0.10
361	FinishLine.com	DynamicYield	FAIL	2.9s	231ms	0.19
362	Art.com, Inc.	Evergage SFMC	FAIL	3.0s	352ms	0.16
363	Dicks Sporting Goods	Certona	FAIL	3.0s	303ms	0.15
364	Pop Sockets	Monetate	FAIL	3.0s	385ms	0.20
365	Balenciaga	AB Tasty	FAIL	3.0s	243ms	0.06
366	Space NK	Einstein Recs	FAIL	3.0s	327ms	0.09
367	New York & Co.	Rebuy	FAIL	3.0s	339ms	0.27
368	ASDA Direct	DynamicYield	FAIL	3.0s	891ms	0.65
369	Orlebar Brown	Nosto	FAIL	3.0s	196ms	0.01
370	Madewell	Monetate	FAIL	3.0s	246ms	0.23
371	MCM Worldwide	Wunderkind, Einstein Recs	FAIL	3.0s	416ms	0.08
372	Zumiez	Reflektion	FAIL	3.0s	153ms	0.06
373	Kate Spade & Company	Certona	FAIL	3.0s	581ms	0.07
374	Dickies	Nosto	FAIL	3.0s	246ms	0.04
375	LensCrafters	Monetate	FAIL	3.0s	212ms	0.24
376	Psycho Bunny	Nosto	FAIL	3.0s	280ms	0.02
377	Debenhams	DynamicYield, Monetate, AB Tasty	FAIL	3.0s	404ms	0.09
378	Maisonmartinmargiela.com	AB Tasty	FAIL	3.1s	315ms	0.00
379	Allied Electronics	Optimizely	FAIL	3.1s	262ms	0.01
380	Shop LC	DynamicYield	FAIL	3.1s	514ms	0.11
381	Aarons	Evergage SFMC	FAIL	3.1s	307ms	0.05
382	Sam's Club	RichRelevance	FAIL	3.1s	235ms	0.21
383	Burton	Bloomreach	FAIL	3.1s	284ms	0.19
384	Cost Plus World Market	Bluecore	FAIL	3.1s	139ms	0.01
385	Catherine's	Monetate, Certona, Reflektion	FAIL	3.1s	260ms	0.15
386	Golden Goose	DynamicYield	FAIL	3.1s	370ms	0.22
387	Boots	RichRelevance	FAIL	3.2s	481ms	0.36
388	Vision Direct	Monetate	FAIL	3.2s	288ms	0.12
389	True Religion	Bloomreach, DynamicYield	FAIL	3.2s	290ms	0.39
390	HarmanKardon	Optimizely, Optimizely Experimentation	FAIL	3.2s	223ms	0.02
391	Vitamin Shoppe	Insider	FAIL	3.2s	201ms	0.36
392	BrookLinen	DynamicYield	FAIL	3.2s	270ms	0.15
393	Jansport	Bluecore, Optimizely Experimentation	FAIL	3.2s	313ms	0.17
394	ASICS	DynamicYield	FAIL	3.3s	416ms	0.08
395	Carphone Warehouse	AdobeCQ	FAIL	3.3s	147ms	0.01
396	Musicians Friend	Bloomreach, Monetate	FAIL	3.3s	183ms	0.21
397	JBL	Optimizely	FAIL	3.3s	379ms	0.14
398	R.M.Williams	Optimizely, Optimizely Experimentation	FAIL	3.4s	364ms	0.06
399	Duluth Trading	Bloomreach	FAIL	3.4s	171ms	0.20
400	Maybelline	Evergage SFMC, Optimizely Experimentation	FAIL	3.4s	273ms	0.06
401	Oasis	Monetate	FAIL	3.4s	345ms	0.18
402	Kay Jewellers	DynamicYield	FAIL	3.4s	170ms	0.24
403	Napapijri	Bluecore, Optimizely Experimentation	FAIL	3.4s	212ms	0.01
404	Ace Hardware	Monetate	FAIL	3.4s	638ms	0.16
405	Burts Bees	Optimizely, Optimizely Experimentation	FAIL	3.4s	310ms	0.26
406	Fisher Scientific	AdobeCQ	FAIL	3.5s	154ms	0.04
407	altra	Bloomreach, Nosto, Optimizely Experimentation	FAIL	3.5s	288ms	0.01
408	1800 Flowers	RichRelevance	FAIL	3.5s	561ms	0.24
409	Cartier Inc	AdobeCQ, AB Tasty	FAIL	3.5s	411ms	0.12
410	Zales	DynamicYield	FAIL	3.5s	187ms	0.20
411	Jared	DynamicYield	FAIL	3.5s	162ms	0.09
412	Aritzia	DynamicYield	FAIL	3.5s	313ms	0.49
413	Arezzo	RichRelevance	FAIL	3.6s	429ms	0.38
414	AT&T Inc.	AdobeCQ	FAIL	3.6s	286ms	0.15
415	Goodyear	Evergage SFMC	FAIL	3.6s	196ms	0.35
416	Wallis	AB Tasty	FAIL	3.7s	436ms	0.19
417	Belk, Inc.	DynamicYield	FAIL	3.7s	347ms	0.18
418	Sony (Playstation)	AdobeCQ, Evergage SFMC	FAIL	3.7s	251ms	0.09
419	iRobot	Evergage SFMC	FAIL	3.7s	213ms	0.06
420	Trek	Bloomreach	FAIL	3.7s	396ms	0.26
421	Beats by Dre	AdobeCQ	FAIL	3.7s	150ms	0.04
422	Meijer	AdobeCQ, RichRelevance	FAIL	3.8s	286ms	0.54
423	Timberland	AdobeCQ, Bluecore, Optimizely Experimentation	FAIL	3.8s	359ms	0.47
424	Hamleys	DynamicYield	FAIL	3.8s	127ms	0.18
425	BenQ	AdobeCQ	FAIL	3.8s	206ms	0.08
426	eXtra	RichRelevance	FAIL	3.8s	313ms	0.30
427	Scholastic	AdobeCQ	FAIL	3.8s	152ms	0.01
428	Versace USA	Insider, DynamicYield	FAIL	3.9s	450ms	0.14
429	Victorinox	Monetate	FAIL	3.9s	344ms	0.20
430	Frontgate.com	Bloomreach	FAIL	3.9s	332ms	0.20
431	Prada	AdobeCQ	FAIL	3.9s	463ms	0.12
432	Puma	Bloomreach, AB Tasty	FAIL	3.9s	392ms	0.15
433	PUMA	AB Tasty	FAIL	3.9s	392ms	0.15
434	Riley Home	Optimizely	FAIL	3.9s	187ms	0.30
435	Fossil	Bloomreach	FAIL	4.0s	399ms	0.16
436	Nars Cosmetics	DynamicYield	FAIL	4.0s	298ms	0.49
437	CVS	Bluecore	FAIL	4.0s	196ms	0.21
438	Clarins	AB Tasty	FAIL	4.1s	254ms	0.15
439	Vineyard vines	DynamicYield	FAIL	4.1s	2316ms	0.79
440	Dolce&Gabbana	AB Tasty	FAIL	4.1s	3909ms	0.34
441	American Apparel	Bloomreach	FAIL	4.2s	347ms	0.42
442	Crayola	Monetate	FAIL	4.2s	145ms	0.32
443	Nespresso	AdobeCQ, DynamicYield	FAIL	4.3s	418ms	0.89
444	Zara	Optimizely, Optimizely Experimentation	FAIL	4.3s	541ms	0.16
445	Harry & David	Bloomreach	FAIL	4.4s	448ms	0.17
446	Rhone	DynamicYield	FAIL	4.5s	368ms	0.09
447	Sears	AdobeCQ, RichRelevance	FAIL	4.5s	193ms	0.06
448	LG	Optimizely Experimentation	FAIL	4.7s	929ms	0.30
449	Designer Shoe Warehouse	Reflektion, Bloomreach, Optimizely Experimentation	FAIL	4.8s	332ms	0.56
450	Cabelas	AdobeCQ	FAIL	4.8s	196ms	0.66
451	Dollar General	Bloomreach, AdobeCQ	FAIL	4.9s	378ms	0.17
452	Bass Pro	RichRelevance	FAIL	4.9s	215ms	0.66
453	Xerox	Wunderkind	FAIL	5.0s	161ms	0.19
454	Family Dollar	AdobeCQ	FAIL	5.1s	410ms	1.33
455	1-800 Contacts	Monetate, ZineOne	FAIL	5.1s	145ms	0.56
456	Bob's Discount Furniture	Certona	FAIL	5.3s	423ms	0.40
457	Flinn Scientific	Optimizely Experimentation	FAIL	6.1s	163ms	0.38
458	Fendi	DynamicYield	FAIL	6.9s	278ms	0.07

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