The 428 Fastest Ecommerce Sites by Personalization

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

Rank	Brand	Personalization	CWV	LCP	INP	CLS
1	Motherhood	DynamicYield	PASS	1.0s	102ms	0.01
2	Dunelm	Monetate	PASS	1.0s	161ms	0.01
3	Perfume.com	Optimizely, Optimizely Experimentation	PASS	1.1s	151ms	0.00
4	BCBG	DynamicYield	PASS	1.2s	151ms	0.00
5	Fun.com	RichRelevance	PASS	1.2s	125ms	0.09
6	Maison Birks	Insider	PASS	1.2s	146ms	0.01
7	OfficeSupply.com	Bloomreach	PASS	1.3s	128ms	0.01
8	Bridgestone Golf	AdobeCQ	PASS	1.3s	110ms	0.00
9	Superdry	Einstein Recs	PASS	1.3s	136ms	0.01
10	Freshpair.com	Bloomreach	PASS	1.3s	100ms	0.01
11	Office	DynamicYield	PASS	1.4s	154ms	0.08
12	Soia+Kyo	DynamicYield	PASS	1.4s	131ms	0.00
13	Seed Heritage	Insider, Optimizely Experimentation	PASS	1.4s	177ms	0.01
14	Godiva	Bloomreach	PASS	1.4s	146ms	0.03
15	Hobby Lobby	RichRelevance	PASS	1.4s	132ms	0.05
16	Cheaper than Dirt	Bloomreach	PASS	1.4s	77ms	0.00
17	Chi	Einstein Recs	PASS	1.5s	106ms	0.01
18	Windsor	Certona	PASS	1.5s	173ms	0.03
19	Big Lots	Reflektion	PASS	1.5s	86ms	0.00
20	Coastal	AdobeCQ	PASS	1.5s	154ms	0.00
21	Banfield Pet Hospital	Optimizely, Optimizely Experimentation	PASS	1.5s	129ms	0.00
22	Disney Store	Bloomreach, Evergage SFMC	PASS	1.5s	153ms	0.00
23	Orvis	Bluecore	PASS	1.5s	104ms	0.01
24	PictureFrames.com	Optimizely Experimentation	PASS	1.5s	112ms	0.05
25	Reef	AdobeCQ	PASS	1.5s	166ms	0.05
26	French Connection US	Bloomreach	PASS	1.5s	153ms	0.00
27	Chanel	Monetate, Bluecore	PASS	1.6s	193ms	0.00
28	Black Rifle Coffee	Rebuy	PASS	1.6s	115ms	0.05
29	Zazzle	Bloomreach	PASS	1.6s	130ms	0.01
30	GameStop	DynamicYield	PASS	1.6s	182ms	0.04
31	Mackage	DynamicYield	PASS	1.6s	154ms	0.00
32	Shaver Shop	AB Tasty	PASS	1.6s	148ms	0.02
33	Troybilt	Monetate	PASS	1.6s	121ms	0.00
34	Ann Summers	DynamicYield	PASS	1.6s	137ms	0.00
35	SmartPak	DynamicYield	PASS	1.6s	121ms	0.01
36	Only Natural Pet	Bloomreach	PASS	1.6s	171ms	0.06
37	Whistles	AB Tasty	PASS	1.6s	176ms	0.03
38	Bed, Bath and Beyond	Evergage SFMC	PASS	1.6s	137ms	0.02
39	Saks	DynamicYield	PASS	1.6s	116ms	0.03
40	Footsmart	RichRelevance	PASS	1.7s	127ms	0.01
41	Joss and Main	Bloomreach	PASS	1.7s	130ms	0.00
42	All Modern	Bloomreach	PASS	1.7s	134ms	0.01
43	Patagonia	Bloomreach, AB Tasty	PASS	1.7s	155ms	0.01
44	Derm Store	DynamicYield, AB Tasty	PASS	1.7s	132ms	0.00
45	Skin Store	DynamicYield, AB Tasty	PASS	1.7s	132ms	0.00
46	Dermstore	Bloomreach, DynamicYield, AB Tasty	PASS	1.7s	131ms	0.00
47	Rock Bottom Golf	DynamicYield	PASS	1.7s	97ms	0.04
48	Birch Lane	Bloomreach	PASS	1.7s	136ms	0.01
49	Playmobil	Evergage SFMC	PASS	1.7s	119ms	0.01
50	Maui Jim	Wunderkind, AB Tasty	PASS	1.7s	180ms	0.06
51	Vision Express	Bloomreach, Monetate	PASS	1.7s	181ms	0.02
52	Jeg's	DynamicYield	PASS	1.7s	139ms	0.04
53	Peacock Alley	DynamicYield	PASS	1.8s	179ms	0.02
54	Charles Tyrwhitt	Bloomreach	PASS	1.8s	154ms	0.06
55	Logitech International SA	AdobeCQ, Evergage SFMC	PASS	1.8s	150ms	0.06
56	Cub Cadet	Monetate	PASS	1.8s	112ms	0.01
57	Charming Charlie	Bloomreach	PASS	1.8s	154ms	0.00
58	Club Monaco	Nosto	PASS	1.8s	128ms	0.08
59	Callaway	DynamicYield	PASS	1.8s	196ms	0.07
60	Container Store	Bloomreach	PASS	1.9s	163ms	0.08
61	BARK	Rebuy	PASS	1.9s	119ms	0.02
62	Jomashop.com	Nosto	PASS	1.9s	198ms	0.03
63	Forever 21	DynamicYield	PASS	1.9s	163ms	0.00
64	House of Fraser	RichRelevance	PASS	1.9s	196ms	0.01
65	Tiffany & Co.	AdobeCQ, DynamicYield	PASS	1.9s	194ms	0.01
66	Acme Tools	Evergage SFMC, Einstein Recs	PASS	2.0s	152ms	0.05
67	Les Schwab	Optimizely Experimentation	PASS	2.0s	188ms	0.01
68	Finestationery.com	Monetate	PASS	2.0s	120ms	0.04
69	Cricut	Optimizely, Optimizely Experimentation	PASS	2.0s	163ms	0.03
70	Kiehl's	Evergage SFMC	PASS	2.0s	193ms	0.07
71	TJ Maxx	RichRelevance	PASS	2.0s	167ms	0.00
72	Overstock	Evergage SFMC	PASS	2.0s	148ms	0.04
73	Athleta	Optimizely Experimentation	PASS	2.1s	171ms	0.01
74	Therabody	Optimizely Experimentation	PASS	2.1s	153ms	0.02
75	Home Depot	DynamicYield	PASS	2.1s	157ms	0.07
76	Mountain Hardwear	Monetate, Einstein Recs, Bluecore	PASS	2.1s	154ms	0.04
77	All Saints	Bloomreach, Optimizely	PASS	2.1s	125ms	0.00
78	Fingerhut	Monetate, RichRelevance	PASS	2.1s	90ms	0.00
79	Eddie Bauer	AdobeCQ, Certona, Bloomreach	PASS	2.1s	163ms	0.03
80	Weber	Evergage SFMC	PASS	2.1s	152ms	0.05
81	Total Wine & More	Bloomreach, RichRelevance	PASS	2.1s	196ms	0.05
82	LLBean	DynamicYield	PASS	2.2s	196ms	0.02
83	Fiji Water	DynamicYield, AdobeCQ	PASS	2.2s	138ms	0.04
84	Nike	Certona	PASS	2.2s	199ms	0.06
85	Birkenstock	Optimizely, Optimizely Experimentation	PASS	2.3s	171ms	0.09
86	Last Call	RichRelevance	PASS	2.3s	172ms	0.03
87	Neiman Marcus	AdobeCQ, RichRelevance	PASS	2.3s	171ms	0.03
88	Horchow	RichRelevance	PASS	2.3s	171ms	0.03
89	Revolve Clothing	Bloomreach	PASS	2.3s	168ms	0.00
90	LogoSportsWear	Monetate, Optimizely Experimentation	PASS	2.3s	129ms	0.00
91	Heals	Nosto	PASS	2.3s	161ms	0.06
92	DiscountContactLenses.com	Optimizely Experimentation	PASS	2.3s	99ms	0.00
93	Office Depot	RichRelevance	PASS	2.3s	174ms	0.06
94	Rag and Bone	Wunderkind, Einstein Recs	PASS	2.3s	165ms	0.01
95	AC Lens	Optimizely Experimentation	PASS	2.3s	99ms	0.00
96	Chemical Guys	DynamicYield	PASS	2.4s	163ms	0.01
97	Belkin	Monetate	PASS	2.4s	168ms	0.00
98	Hallmark	Bloomreach	PASS	2.4s	187ms	0.05
99	Beyond the rack	RichRelevance	PASS	2.5s	79ms	0.00
100	Flaconi	DynamicYield	PASS	2.5s	185ms	0.05
101	La Prairie	Insider	PASS	2.5s	193ms	0.01
102	Early Learning Centre	DynamicYield	FAIL	1.3s	132ms	0.13
103	JewelryTelevision	Bloomreach	FAIL	1.3s	228ms	0.01
104	Traeger Grills	Monetate	FAIL	1.3s	111ms	0.10
105	CosmoProf	Monetate	FAIL	1.3s	183ms	0.14
106	FTD (Florist's Transworld Delivery)	Bloomreach	FAIL	1.4s	272ms	0.09
107	Look Fantastic	DynamicYield, AB Tasty	FAIL	1.4s	269ms	0.01
108	Cuisinart	Einstein Recs	FAIL	1.4s	155ms	0.11
109	BBC Shop	Optimizely Experimentation	FAIL	1.4s	222ms	0.00
110	Backcountry	Bluecore, Optimizely	FAIL	1.5s	465ms	0.02
111	Tervis	RichRelevance	FAIL	1.5s	137ms	0.17
112	Tate Modern	AB Tasty	FAIL	1.5s	220ms	0.00
113	Furniture Village	Optimizely	FAIL	1.5s	153ms	0.19
114	HEMA	Einstein Recs	FAIL	1.6s	214ms	0.01
115	Fatface	Monetate	FAIL	1.6s	368ms	0.04
116	Argos	AdobeCQ, Bloomreach	FAIL	1.6s	228ms	0.00
117	Lee Jeans	DynamicYield, Optimizely	FAIL	1.6s	228ms	0.02
118	Tourneau	Bluecore	FAIL	1.6s	96ms	0.10
119	Funko	AB Tasty	FAIL	1.6s	237ms	0.01
120	Marc Jacobs	Nosto, AB Tasty	FAIL	1.6s	535ms	0.15
121	Clark's	RichRelevance	FAIL	1.6s	209ms	0.04
122	Urban Decay Cosmetics	RichRelevance	FAIL	1.6s	194ms	0.15
123	Jos A Bank	Bloomreach, AB Tasty	FAIL	1.6s	229ms	0.06
124	B&H Photo & Video	RichRelevance	FAIL	1.6s	187ms	0.14
125	J&P Cycles Inc	RichRelevance	FAIL	1.7s	207ms	0.03
126	Liberty	DynamicYield, Optimizely Experimentation	FAIL	1.7s	270ms	0.06
127	Boux Avenue	DynamicYield	FAIL	1.7s	288ms	0.06
128	Moose Knuckles	Nosto	FAIL	1.7s	212ms	0.00
129	ALDO	Bloomreach	FAIL	1.7s	235ms	0.01
130	Ariat	Bloomreach, Bloomreach Exponea, Bluecore	FAIL	1.7s	255ms	0.16
131	Conair	Einstein Recs	FAIL	1.7s	172ms	0.10
132	Calphalon	Evergage SFMC, Einstein Recs	FAIL	1.8s	164ms	0.21
133	Skechers	Monetate	FAIL	1.8s	221ms	0.05
134	Beaverbrooks	RichRelevance, AB Tasty	FAIL	1.8s	140ms	0.15
135	Elie Tahari	DynamicYield	FAIL	1.8s	212ms	0.00
136	Design Within Reach	Bloomreach	FAIL	1.8s	212ms	0.13
137	Jimmy Choo	DynamicYield	FAIL	1.8s	212ms	0.00
138	Alexander Wang	Bluecore, DynamicYield	FAIL	1.8s	204ms	0.01
139	Halfords (UK)	Bloomreach	FAIL	1.8s	238ms	0.13
140	Barefoot Dreams	Wunderkind	FAIL	1.8s	212ms	0.24
141	eBags	Bloomreach	FAIL	1.8s	213ms	0.07
142	Ex Officio	Optimizely Experimentation	FAIL	1.8s	162ms	0.17
143	Janie and Jack	Nosto	FAIL	1.9s	129ms	0.12
144	Cotton On	Evergage SFMC, Einstein Recs	FAIL	1.9s	227ms	0.01
145	Nectar Sleep	DynamicYield	FAIL	1.9s	454ms	0.07
146	Breville	AdobeCQ	FAIL	1.9s	141ms	0.26
147	Exposuresonline.com	Monetate	FAIL	1.9s	217ms	0.22
148	Miles Kimball	Monetate, Bloomreach	FAIL	1.9s	217ms	0.22
149	The Children's Place	DynamicYield	FAIL	1.9s	497ms	0.43
150	Lancome	Evergage SFMC	FAIL	1.9s	263ms	0.19
151	Wayfair	Bloomreach	FAIL	1.9s	227ms	0.01
152	Build.com	DynamicYield	FAIL	1.9s	280ms	0.00
153	ElectricGeneratorsDirect.com	DynamicYield	FAIL	1.9s	280ms	0.00
154	Ferguson Showrooms	DynamicYield	FAIL	1.9s	280ms	0.00
155	IceMakerDirect.com	RichRelevance	FAIL	1.9s	280ms	0.00
156	Gymboree	DynamicYield	FAIL	1.9s	302ms	0.42
157	Wolverine	Bluecore	FAIL	1.9s	378ms	0.09
158	American Girl	Optimizely	FAIL	1.9s	285ms	0.02
159	PGA Tour store	Evergage SFMC	FAIL	1.9s	209ms	0.06
160	Hugo Boss	DynamicYield	FAIL	1.9s	241ms	0.05
161	Wrangler US	Bloomreach, DynamicYield, Optimizely, Bloomreach	FAIL	1.9s	200ms	0.06
162	Floor and Decor	DynamicYield	FAIL	1.9s	536ms	0.17
163	NYX	Evergage SFMC	FAIL	2.0s	246ms	0.12
164	Macy's	RichRelevance	FAIL	2.0s	210ms	0.07
165	Yeti	DynamicYield, Optimizely, Optimizely Experimentation	FAIL	2.0s	202ms	0.06
166	Peter Millar	jst.ai	FAIL	2.0s	170ms	0.20
167	Blinds.com	Bloomreach	FAIL	2.0s	164ms	0.11
168	Philosophy	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	211ms	0.04
169	YOOX Group	Optimizely	FAIL	2.0s	286ms	0.14
170	LifeWay Christian Stores	AdobeCQ	FAIL	2.0s	146ms	0.12
171	Mulberry	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	134ms	0.11
172	Torrid	Monetate	FAIL	2.0s	317ms	0.18
173	Ugg	DynamicYield	FAIL	2.0s	244ms	0.03
174	NEXT	Monetate	FAIL	2.0s	543ms	0.05
175	PacSun	DynamicYield	FAIL	2.0s	263ms	0.09
176	Cotton Traders	DynamicYield	FAIL	2.0s	228ms	0.19
177	Brown Thomas	RichRelevance	FAIL	2.0s	195ms	0.15
178	The Honest Kitchen	Nosto	FAIL	2.1s	242ms	0.02
179	Steve Madden	Bluecore, AB Tasty	FAIL	2.1s	235ms	0.10
180	Vistaprint	Optimizely	FAIL	2.1s	287ms	0.02
181	El Corte Ingles (Spain)	RichRelevance	FAIL	2.1s	276ms	0.12
182	Mavi	Nosto	FAIL	2.1s	240ms	0.02
183	Coldwater Creek	Certona, Monetate	FAIL	2.1s	214ms	0.14
184	Nuts.com	DynamicYield	FAIL	2.1s	221ms	0.32
185	Sally Beauty	Monetate	FAIL	2.1s	289ms	0.25
186	The Company Store	DynamicYield	FAIL	2.1s	213ms	0.24
187	Prana	Monetate, Einstein Recs, Bluecore	FAIL	2.1s	185ms	0.10
188	Vera Bradley	Bloomreach	FAIL	2.1s	235ms	0.07
189	Academy Sports	Bloomreach	FAIL	2.1s	228ms	0.09
190	Lane Bryant	Bluecore, Optimizely	FAIL	2.1s	269ms	0.02
191	Travelpro	Nosto	FAIL	2.1s	220ms	0.01
192	Aeropostale	Bloomreach	FAIL	2.1s	353ms	0.09
193	Home Depot Canada	Bloomreach, AdobeCQ	FAIL	2.1s	204ms	0.07
194	Hanna Andersson	Bloomreach, AB Tasty	FAIL	2.1s	175ms	0.17
195	buydig.com	Optimizely Experimentation	FAIL	2.1s	111ms	0.28
196	Overtons.com	Bloomreach	FAIL	2.1s	221ms	0.28
197	Camping World	Bloomreach	FAIL	2.2s	243ms	0.32
198	Carhartt WIP	DynamicYield	FAIL	2.2s	205ms	0.01
199	Currys	RichRelevance	FAIL	2.2s	279ms	0.15
200	Maurice's	Certona, DynamicYield	FAIL	2.2s	296ms	0.31
201	Fenwick	Nosto	FAIL	2.2s	201ms	0.02
202	JC Penney	RichRelevance	FAIL	2.2s	339ms	0.14
203	Lamps Plus	Bloomreach, DynamicYield, Certona, Bluecore	FAIL	2.2s	236ms	0.03
204	Vermont Country Store	Bloomreach	FAIL	2.2s	332ms	0.49
205	Faconnable (US)	Monetate, Einstein Recs	FAIL	2.2s	556ms	0.53
206	Hot Topic	Bloomreach	FAIL	2.2s	233ms	0.06
207	WestElm	RichRelevance	FAIL	2.2s	719ms	0.24
208	Nutribullet	AB Tasty	FAIL	2.3s	364ms	0.01
209	MarkandGraham.com	RichRelevance	FAIL	2.3s	378ms	0.23
210	Soccer.com	Reflektion	FAIL	2.3s	249ms	0.99
211	Arc'teryx	Optimizely	FAIL	2.3s	257ms	0.04
212	Destination XL	Monetate	FAIL	2.3s	303ms	0.26
213	One Kings Lane	Bloomreach	FAIL	2.3s	157ms	0.13
214	Sweaty Betty	DynamicYield	FAIL	2.3s	424ms	0.38
215	Roots	Bloomreach	FAIL	2.3s	170ms	0.27
216	Toolstation	Monetate, Optimizely	FAIL	2.3s	202ms	0.21
217	Netgear	Optimizely	FAIL	2.3s	281ms	0.06
218	Vans	DynamicYield, Monetate	FAIL	2.3s	355ms	0.87
219	Primark	DynamicYield, Evergage SFMC	FAIL	2.3s	564ms	0.05
220	Ward's	Evergage SFMC, Einstein Recs, Bloomreach, Optimizely	FAIL	2.3s	294ms	0.03
221	Ogio	DynamicYield	FAIL	2.3s	229ms	0.06
222	Roberto Cavalli	Evergage SFMC, AB Tasty	FAIL	2.3s	486ms	0.15
223	Michaels Stores	Optimizely, Optimizely Experimentation	FAIL	2.3s	422ms	0.26
224	Cole Haan	Bloomreach	FAIL	2.3s	133ms	0.11
225	Johnny Was	AdobeCQ	FAIL	2.3s	213ms	0.07
226	Ashro	Bloomreach	FAIL	2.3s	296ms	0.04
227	Coach	Bluecore, Certona, Optimizely	FAIL	2.4s	566ms	0.19
228	New Balance	ZineOne	FAIL	2.4s	243ms	0.07
229	Dillards	Bloomreach, RichRelevance	FAIL	2.4s	239ms	0.03
230	Far Fetch	Bloomreach	FAIL	2.4s	264ms	0.03
231	Hoka	DynamicYield	FAIL	2.4s	312ms	0.02
232	Carolina Biological	Monetate	FAIL	2.4s	264ms	0.02
233	Boll and Branch	DynamicYield, AB Tasty	FAIL	2.4s	254ms	0.12
234	PrettyLittleThing	Monetate, AB Tasty	FAIL	2.4s	371ms	0.16
235	Lilly Pulitzer	Certona, Evergage SFMC	FAIL	2.4s	223ms	0.02
236	GNC	Bloomreach, Monetate	FAIL	2.4s	466ms	0.21
237	Crayola	Monetate	FAIL	2.4s	128ms	0.23
238	Holt Renfrew	Optimizely	FAIL	2.4s	217ms	0.06
239	Parts Town	Monetate	FAIL	2.4s	227ms	0.06
240	J Jill	RichRelevance, Monetate	FAIL	2.4s	389ms	0.26
241	Karen Millen	AB Tasty	FAIL	2.4s	234ms	0.09
242	Bissell	AB Tasty	FAIL	2.4s	411ms	0.11
243	Lululemon	Evergage SFMC	FAIL	2.4s	342ms	0.06
244	Vizio	AdobeCQ	FAIL	2.4s	99ms	1.79
245	Guitar Center	Monetate	FAIL	2.4s	286ms	0.07
246	PureFormulas	Certona	FAIL	2.5s	139ms	0.46
247	Leslie's	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.5s	189ms	0.13
248	Banana Republic	Optimizely Experimentation, Optimizely	FAIL	2.5s	179ms	0.10
249	Tactical Gear	RichRelevance	FAIL	2.5s	171ms	0.13
250	Lakeshore Learning	RichRelevance	FAIL	2.5s	167ms	0.15
251	American Eagle	Bloomreach	FAIL	2.5s	537ms	0.16
252	Tractor Supply	AdobeCQ	FAIL	2.5s	385ms	0.14
253	Stonewall	Einstein Recs	FAIL	2.5s	154ms	0.16
254	Boggi Milano	Fanplayr	FAIL	2.5s	211ms	0.12
255	Monroe and Main	Bloomreach	FAIL	2.5s	212ms	0.00
256	Graco	Evergage SFMC, Einstein Recs, AB Tasty	FAIL	2.5s	195ms	0.23
257	Boohoo Man	Monetate, AB Tasty	FAIL	2.5s	278ms	0.09
258	Harry Rosen	Monetate	FAIL	2.5s	152ms	0.05
259	Linen Chest	DynamicYield	FAIL	2.5s	205ms	0.20
260	Volcom	Monetate	FAIL	2.5s	424ms	0.31
261	Burrow	AB Tasty	FAIL	2.5s	138ms	0.18
262	Tommy Bahama	AdobeCQ	FAIL	2.5s	154ms	0.05
263	La Z Boy	Monetate	FAIL	2.6s	179ms	0.03
264	Sunglass Hut	Monetate	FAIL	2.6s	163ms	0.03
265	Anthropologie	RichRelevance	FAIL	2.6s	262ms	0.13
266	Calvin Klein	Optimizely Experimentation	FAIL	2.6s	255ms	0.05
267	Lacoste	Bluecore, DynamicYield	FAIL	2.6s	256ms	0.03
268	Stella and Dot	DynamicYield	FAIL	2.6s	637ms	0.04
269	Rural King	Optimizely Experimentation	FAIL	2.6s	488ms	0.68
270	Signature Hardware	Reflektion, Insider	FAIL	2.6s	162ms	0.29
271	Kendra Scott	Monetate	FAIL	2.6s	310ms	0.15
272	Columbia Sportswear	Bluecore, Monetate	FAIL	2.6s	360ms	0.17
273	MissPap	Monetate, AB Tasty	FAIL	2.6s	227ms	0.00
274	B&Q	Bloomreach, Optimizely Experimentation	FAIL	2.6s	202ms	0.06
275	Missguided	RichRelevance	FAIL	2.6s	909ms	0.43
276	Maisonmartinmargiela.com	AB Tasty	FAIL	2.6s	171ms	0.01
277	Celine	Evergage SFMC, AB Tasty	FAIL	2.6s	497ms	0.08
278	Mavis Discount Tire	Optimizely Experimentation	FAIL	2.6s	256ms	0.27
279	HSN.com	Bloomreach	FAIL	2.6s	362ms	0.16
280	Kate Spade & Company	Certona	FAIL	2.6s	554ms	0.08
281	Uniqlo	Certona, AdobeCQ	FAIL	2.7s	481ms	0.20
282	Ralph Lauren	Bluecore, Monetate	FAIL	2.7s	287ms	0.08
283	Bottega Veneta	AB Tasty	FAIL	2.7s	239ms	0.07
284	Urban Outfitters	RichRelevance	FAIL	2.7s	271ms	0.16
285	Madewell	Monetate	FAIL	2.7s	290ms	0.24
286	At Home	Monetate	FAIL	2.7s	227ms	0.02
287	Holland & Barrett Retail Limited	RichRelevance	FAIL	2.7s	221ms	0.07
288	Bonobos	Optimizely	FAIL	2.7s	211ms	0.18
289	Ashley HomeStore	Optimizely, Optimizely Experimentation	FAIL	2.7s	281ms	0.05
290	David Yurman	Bluecore	FAIL	2.7s	237ms	0.02
291	Sharper Image	Certona	FAIL	2.7s	170ms	0.04
292	Carter's \| OshKosh B'gosh	RichRelevance	FAIL	2.7s	730ms	0.27
293	Oshkosh	RichRelevance	FAIL	2.7s	730ms	0.27
294	Helzberg	Insider	FAIL	2.7s	205ms	0.04
295	Lafayette148	RichRelevance	FAIL	2.7s	205ms	0.02
296	Motosport	Bloomreach, Optimizely Experimentation	FAIL	2.7s	442ms	0.00
297	Berries.com (Shari's Berries)	Bloomreach	FAIL	2.8s	277ms	0.19
298	Hayneedle	Reflektion	FAIL	2.8s	137ms	0.06
299	Balenciaga	AB Tasty	FAIL	2.8s	228ms	0.04
300	Pop Sockets	Monetate	FAIL	2.8s	345ms	0.26
301	DM	DynamicYield	FAIL	2.8s	162ms	0.08
302	Timex	DynamicYield	FAIL	2.8s	258ms	0.55
303	Carphone Warehouse	AdobeCQ	FAIL	2.8s	136ms	0.00
304	North Face	Bloomreach, AdobeCQ	FAIL	2.8s	338ms	0.14
305	BenQ	AdobeCQ	FAIL	2.8s	170ms	0.10
306	Bealls	Bloomreach	FAIL	2.8s	328ms	0.13
307	Do It Best	AdobeCQ	FAIL	2.8s	128ms	0.03
308	Kenneth Cole	DynamicYield	FAIL	2.8s	442ms	0.11
309	5.11 Tactical	DynamicYield, Nosto	FAIL	2.9s	178ms	0.13
310	White House Black Market	Reflektion	FAIL	2.9s	454ms	0.09
311	Advance Auto Parts	Certona	FAIL	2.9s	418ms	0.45
312	Mvmt	DynamicYield	FAIL	2.9s	204ms	0.21
313	1800 Lighting	DynamicYield	FAIL	2.9s	152ms	0.18
314	Loft	Reflektion, RichRelevance	FAIL	2.9s	296ms	0.08
315	Allied Electronics	Optimizely	FAIL	2.9s	266ms	0.01
316	Cartier Inc	AdobeCQ, AB Tasty	FAIL	2.9s	392ms	0.15
317	Uncommon Goods	Bloomreach	FAIL	2.9s	136ms	0.08
318	New Pig	Evergage SFMC	FAIL	2.9s	140ms	0.02
319	Ubisoft	Optimizely Experimentation, AB Tasty	FAIL	2.9s	269ms	0.34
320	Ubisoft Store	AB Tasty	FAIL	2.9s	269ms	0.34
321	Dicks Sporting Goods	Certona	FAIL	2.9s	271ms	0.17
322	1800 Petmeds	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.9s	179ms	0.10
323	Target	RichRelevance	FAIL	2.9s	239ms	0.43
324	Smartwool	Bloomreach, Monetate, Optimizely, Optimizely Experimentation	FAIL	2.9s	261ms	0.13
325	Scholastic	AdobeCQ	FAIL	2.9s	128ms	0.17
326	Kohl's	Bloomreach, RichRelevance	FAIL	3.0s	488ms	0.10
327	Williams-Sonoma	RichRelevance	FAIL	3.0s	622ms	0.23
328	Goodyear	Evergage SFMC	FAIL	3.0s	182ms	0.30
329	Lands' End	DynamicYield, Certona, Optimizely	FAIL	3.0s	475ms	0.45
330	Aarons	Evergage SFMC	FAIL	3.0s	298ms	0.05
331	Coast Fashion	Monetate	FAIL	3.0s	363ms	0.09
332	New York & Co.	Rebuy	FAIL	3.0s	426ms	0.17
333	Shoe Carnival	Evergage SFMC	FAIL	3.0s	466ms	0.46
334	Arezzo	RichRelevance	FAIL	3.0s	398ms	0.49
335	Glasses USA	DynamicYield	FAIL	3.0s	601ms	0.31
336	Sonos	Optimizely	FAIL	3.0s	279ms	0.11
337	Tarte	Bloomreach	FAIL	3.0s	320ms	0.14
338	Vision Direct	Monetate	FAIL	3.0s	295ms	0.15
339	Scrubs and Beyond	Bloomreach	FAIL	3.0s	192ms	0.03
340	Space NK	Einstein Recs	FAIL	3.0s	322ms	0.09
341	Nasty Gal	Bloomreach	FAIL	3.0s	198ms	0.00
342	Meaningful Beauty	AB Tasty	FAIL	3.1s	258ms	0.04
343	Golden Goose	DynamicYield	FAIL	3.1s	322ms	0.20
344	Burton	Bloomreach	FAIL	3.1s	255ms	0.06
345	MCM Worldwide	Wunderkind, Einstein Recs	FAIL	3.1s	260ms	0.07
346	FinishLine.com	DynamicYield	FAIL	3.1s	214ms	0.20
347	Jansport	Bluecore, Optimizely Experimentation	FAIL	3.1s	297ms	0.11
348	Boohoo	AB Tasty	FAIL	3.1s	246ms	0.10
349	Psycho Bunny	Nosto	FAIL	3.1s	328ms	0.04
350	Boots	RichRelevance	FAIL	3.1s	438ms	0.35
351	Zumiez	Reflektion	FAIL	3.1s	160ms	0.06
352	LensCrafters	Monetate	FAIL	3.1s	204ms	0.25
353	Maybelline	Evergage SFMC, Optimizely Experimentation	FAIL	3.1s	271ms	0.03
354	Sam's Club	RichRelevance	FAIL	3.1s	230ms	0.16
355	Orlebar Brown	Nosto	FAIL	3.2s	246ms	0.01
356	Chico's	Certona	FAIL	3.2s	438ms	0.11
357	Art.com, Inc.	Evergage SFMC	FAIL	3.2s	347ms	0.19
358	Dorothy Perkins	AB Tasty	FAIL	3.2s	388ms	0.09
359	HarmanKardon	Optimizely, Optimizely Experimentation	FAIL	3.2s	208ms	0.03
360	Debenhams	DynamicYield, Monetate, AB Tasty	FAIL	3.2s	426ms	0.09
361	Jared	DynamicYield	FAIL	3.2s	146ms	0.13
362	Cost Plus World Market	Bluecore	FAIL	3.2s	144ms	0.00
363	Oasis	Monetate	FAIL	3.2s	328ms	0.02
364	Shop LC	DynamicYield	FAIL	3.2s	525ms	0.12
365	R.M.Williams	Optimizely, Optimizely Experimentation	FAIL	3.3s	348ms	0.07
366	Dickies	Nosto	FAIL	3.3s	303ms	0.06
367	ASDA Direct	DynamicYield	FAIL	3.3s	940ms	0.70
368	Brooks Brothers	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	3.3s	1209ms	0.20
369	Ulta	RichRelevance	FAIL	3.3s	416ms	0.05
370	True Religion	Bloomreach, DynamicYield	FAIL	3.3s	304ms	0.43
371	Guess	RichRelevance, AB Tasty	FAIL	3.3s	539ms	0.07
372	Texas Instruments	AdobeCQ	FAIL	3.3s	300ms	0.10
373	ASICS	DynamicYield	FAIL	3.3s	413ms	0.09
374	Bath & Body Works	Monetate	FAIL	3.3s	651ms	0.25
375	Teva	DynamicYield	FAIL	3.3s	268ms	0.07
376	Warehouse	Monetate, AB Tasty	FAIL	3.3s	240ms	0.00
377	Kipling	Bluecore	FAIL	3.4s	254ms	0.11
378	Belk, Inc.	DynamicYield	FAIL	3.4s	399ms	0.18
379	BrookLinen	DynamicYield	FAIL	3.4s	278ms	0.12
380	Sony (Playstation)	AdobeCQ, Evergage SFMC	FAIL	3.4s	247ms	0.08
381	Musicians Friend	Bloomreach, Monetate	FAIL	3.4s	220ms	0.23
382	Burts Bees	Optimizely, Optimizely Experimentation	FAIL	3.5s	283ms	0.24
383	1800 Flowers	RichRelevance	FAIL	3.5s	482ms	0.25
384	Fisher Scientific	AdobeCQ	FAIL	3.5s	153ms	0.04
385	JBL	Optimizely	FAIL	3.6s	353ms	0.10
386	Sorel	Bluecore, Monetate	FAIL	3.6s	170ms	0.15
387	Duluth Trading	Bloomreach	FAIL	3.6s	204ms	0.17
388	Aritzia	DynamicYield	FAIL	3.6s	294ms	0.48
389	Dolce&Gabbana	AB Tasty	FAIL	3.6s	1538ms	0.31
390	Nars Cosmetics	DynamicYield	FAIL	3.6s	303ms	0.46
391	Clarins	AB Tasty	FAIL	3.7s	211ms	0.08
392	Beats by Dre	AdobeCQ	FAIL	3.7s	144ms	0.04
393	AT&T Inc.	AdobeCQ	FAIL	3.7s	292ms	0.16
394	altra	Bloomreach, Nosto, Optimizely Experimentation	FAIL	3.7s	321ms	0.01
395	Trek	Bloomreach	FAIL	3.8s	404ms	0.18
396	Vitamin Shoppe	Insider	FAIL	3.8s	194ms	0.40
397	Kay Jewellers	DynamicYield	FAIL	3.8s	197ms	0.34
398	Napapijri	Bluecore, Optimizely Experimentation	FAIL	3.8s	260ms	0.02
399	American Apparel	Bloomreach	FAIL	3.8s	334ms	0.45
400	Versace USA	Insider, DynamicYield	FAIL	3.8s	392ms	0.14
401	Riley Home	Optimizely	FAIL	3.8s	196ms	0.20
402	iRobot	Evergage SFMC	FAIL	3.9s	127ms	0.83
403	Wallis	AB Tasty	FAIL	3.9s	443ms	0.09
404	eXtra	RichRelevance	FAIL	3.9s	373ms	0.30
405	Ace Hardware	Monetate	FAIL	3.9s	616ms	0.16
406	Meijer	AdobeCQ, RichRelevance	FAIL	3.9s	601ms	0.72
407	PUMA	AB Tasty	FAIL	3.9s	372ms	0.14
408	Victorinox	Monetate	FAIL	3.9s	341ms	0.14
409	Nespresso	AdobeCQ, DynamicYield	FAIL	3.9s	423ms	0.92
410	Frontgate.com	Bloomreach	FAIL	3.9s	337ms	0.22
411	Zara	Optimizely, Optimizely Experimentation	FAIL	3.9s	558ms	0.16
412	CVS	Bluecore	FAIL	3.9s	196ms	0.23
413	Fossil	Bloomreach	FAIL	4.1s	413ms	0.16
414	Hamleys	DynamicYield	FAIL	4.1s	126ms	0.22
415	Prada	AdobeCQ	FAIL	4.4s	521ms	0.22
416	Sears	AdobeCQ, RichRelevance	FAIL	4.5s	186ms	0.02
417	Zales	DynamicYield	FAIL	4.6s	209ms	0.25
418	Vineyard vines	DynamicYield	FAIL	4.9s	2014ms	0.43
419	Dollar General	Bloomreach, AdobeCQ	FAIL	5.1s	388ms	0.17
420	Harry & David	Bloomreach	FAIL	5.1s	438ms	0.19
421	1-800 Contacts	Monetate, ZineOne	FAIL	5.4s	155ms	0.41
422	Designer Shoe Warehouse	Reflektion, Bloomreach, Optimizely Experimentation	FAIL	5.6s	358ms	0.52
423	Flinn Scientific	Optimizely Experimentation	FAIL	5.7s	136ms	0.33
424	Cabelas	AdobeCQ	FAIL	5.7s	270ms	0.70
425	Bob's Discount Furniture	Certona	FAIL	5.7s	388ms	0.18
426	Bass Pro	RichRelevance	FAIL	6.8s	372ms	0.71
427	Fendi	DynamicYield	FAIL	8.0s	311ms	0.01
428	KidsFootLocker.com	Monetate	FAIL	9.0s	138ms	0.10

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The 428 Fastest Ecommerce Sites by Personalization

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

Rank	Brand	Personalization	CWV	LCP	INP	CLS
1	Motherhood	DynamicYield	PASS	1.0s	102ms	0.01
2	Dunelm	Monetate	PASS	1.0s	161ms	0.01
3	Perfume.com	Optimizely, Optimizely Experimentation	PASS	1.1s	151ms	0.00
4	BCBG	DynamicYield	PASS	1.2s	151ms	0.00
5	Fun.com	RichRelevance	PASS	1.2s	125ms	0.09
6	Maison Birks	Insider	PASS	1.2s	146ms	0.01
7	OfficeSupply.com	Bloomreach	PASS	1.3s	128ms	0.01
8	Bridgestone Golf	AdobeCQ	PASS	1.3s	110ms	0.00
9	Superdry	Einstein Recs	PASS	1.3s	136ms	0.01
10	Freshpair.com	Bloomreach	PASS	1.3s	100ms	0.01
11	Office	DynamicYield	PASS	1.4s	154ms	0.08
12	Soia+Kyo	DynamicYield	PASS	1.4s	131ms	0.00
13	Seed Heritage	Insider, Optimizely Experimentation	PASS	1.4s	177ms	0.01
14	Godiva	Bloomreach	PASS	1.4s	146ms	0.03
15	Hobby Lobby	RichRelevance	PASS	1.4s	132ms	0.05
16	Cheaper than Dirt	Bloomreach	PASS	1.4s	77ms	0.00
17	Chi	Einstein Recs	PASS	1.5s	106ms	0.01
18	Windsor	Certona	PASS	1.5s	173ms	0.03
19	Big Lots	Reflektion	PASS	1.5s	86ms	0.00
20	Coastal	AdobeCQ	PASS	1.5s	154ms	0.00
21	Banfield Pet Hospital	Optimizely, Optimizely Experimentation	PASS	1.5s	129ms	0.00
22	Disney Store	Bloomreach, Evergage SFMC	PASS	1.5s	153ms	0.00
23	Orvis	Bluecore	PASS	1.5s	104ms	0.01
24	PictureFrames.com	Optimizely Experimentation	PASS	1.5s	112ms	0.05
25	Reef	AdobeCQ	PASS	1.5s	166ms	0.05
26	French Connection US	Bloomreach	PASS	1.5s	153ms	0.00
27	Chanel	Monetate, Bluecore	PASS	1.6s	193ms	0.00
28	Black Rifle Coffee	Rebuy	PASS	1.6s	115ms	0.05
29	Zazzle	Bloomreach	PASS	1.6s	130ms	0.01
30	GameStop	DynamicYield	PASS	1.6s	182ms	0.04
31	Mackage	DynamicYield	PASS	1.6s	154ms	0.00
32	Shaver Shop	AB Tasty	PASS	1.6s	148ms	0.02
33	Troybilt	Monetate	PASS	1.6s	121ms	0.00
34	Ann Summers	DynamicYield	PASS	1.6s	137ms	0.00
35	SmartPak	DynamicYield	PASS	1.6s	121ms	0.01
36	Only Natural Pet	Bloomreach	PASS	1.6s	171ms	0.06
37	Whistles	AB Tasty	PASS	1.6s	176ms	0.03
38	Bed, Bath and Beyond	Evergage SFMC	PASS	1.6s	137ms	0.02
39	Saks	DynamicYield	PASS	1.6s	116ms	0.03
40	Footsmart	RichRelevance	PASS	1.7s	127ms	0.01
41	Joss and Main	Bloomreach	PASS	1.7s	130ms	0.00
42	All Modern	Bloomreach	PASS	1.7s	134ms	0.01
43	Patagonia	Bloomreach, AB Tasty	PASS	1.7s	155ms	0.01
44	Derm Store	DynamicYield, AB Tasty	PASS	1.7s	132ms	0.00
45	Skin Store	DynamicYield, AB Tasty	PASS	1.7s	132ms	0.00
46	Dermstore	Bloomreach, DynamicYield, AB Tasty	PASS	1.7s	131ms	0.00
47	Rock Bottom Golf	DynamicYield	PASS	1.7s	97ms	0.04
48	Birch Lane	Bloomreach	PASS	1.7s	136ms	0.01
49	Playmobil	Evergage SFMC	PASS	1.7s	119ms	0.01
50	Maui Jim	Wunderkind, AB Tasty	PASS	1.7s	180ms	0.06
51	Vision Express	Bloomreach, Monetate	PASS	1.7s	181ms	0.02
52	Jeg's	DynamicYield	PASS	1.7s	139ms	0.04
53	Peacock Alley	DynamicYield	PASS	1.8s	179ms	0.02
54	Charles Tyrwhitt	Bloomreach	PASS	1.8s	154ms	0.06
55	Logitech International SA	AdobeCQ, Evergage SFMC	PASS	1.8s	150ms	0.06
56	Cub Cadet	Monetate	PASS	1.8s	112ms	0.01
57	Charming Charlie	Bloomreach	PASS	1.8s	154ms	0.00
58	Club Monaco	Nosto	PASS	1.8s	128ms	0.08
59	Callaway	DynamicYield	PASS	1.8s	196ms	0.07
60	Container Store	Bloomreach	PASS	1.9s	163ms	0.08
61	BARK	Rebuy	PASS	1.9s	119ms	0.02
62	Jomashop.com	Nosto	PASS	1.9s	198ms	0.03
63	Forever 21	DynamicYield	PASS	1.9s	163ms	0.00
64	House of Fraser	RichRelevance	PASS	1.9s	196ms	0.01
65	Tiffany & Co.	AdobeCQ, DynamicYield	PASS	1.9s	194ms	0.01
66	Acme Tools	Evergage SFMC, Einstein Recs	PASS	2.0s	152ms	0.05
67	Les Schwab	Optimizely Experimentation	PASS	2.0s	188ms	0.01
68	Finestationery.com	Monetate	PASS	2.0s	120ms	0.04
69	Cricut	Optimizely, Optimizely Experimentation	PASS	2.0s	163ms	0.03
70	Kiehl's	Evergage SFMC	PASS	2.0s	193ms	0.07
71	TJ Maxx	RichRelevance	PASS	2.0s	167ms	0.00
72	Overstock	Evergage SFMC	PASS	2.0s	148ms	0.04
73	Athleta	Optimizely Experimentation	PASS	2.1s	171ms	0.01
74	Therabody	Optimizely Experimentation	PASS	2.1s	153ms	0.02
75	Home Depot	DynamicYield	PASS	2.1s	157ms	0.07
76	Mountain Hardwear	Monetate, Einstein Recs, Bluecore	PASS	2.1s	154ms	0.04
77	All Saints	Bloomreach, Optimizely	PASS	2.1s	125ms	0.00
78	Fingerhut	Monetate, RichRelevance	PASS	2.1s	90ms	0.00
79	Eddie Bauer	AdobeCQ, Certona, Bloomreach	PASS	2.1s	163ms	0.03
80	Weber	Evergage SFMC	PASS	2.1s	152ms	0.05
81	Total Wine & More	Bloomreach, RichRelevance	PASS	2.1s	196ms	0.05
82	LLBean	DynamicYield	PASS	2.2s	196ms	0.02
83	Fiji Water	DynamicYield, AdobeCQ	PASS	2.2s	138ms	0.04
84	Nike	Certona	PASS	2.2s	199ms	0.06
85	Birkenstock	Optimizely, Optimizely Experimentation	PASS	2.3s	171ms	0.09
86	Last Call	RichRelevance	PASS	2.3s	172ms	0.03
87	Neiman Marcus	AdobeCQ, RichRelevance	PASS	2.3s	171ms	0.03
88	Horchow	RichRelevance	PASS	2.3s	171ms	0.03
89	Revolve Clothing	Bloomreach	PASS	2.3s	168ms	0.00
90	LogoSportsWear	Monetate, Optimizely Experimentation	PASS	2.3s	129ms	0.00
91	Heals	Nosto	PASS	2.3s	161ms	0.06
92	DiscountContactLenses.com	Optimizely Experimentation	PASS	2.3s	99ms	0.00
93	Office Depot	RichRelevance	PASS	2.3s	174ms	0.06
94	Rag and Bone	Wunderkind, Einstein Recs	PASS	2.3s	165ms	0.01
95	AC Lens	Optimizely Experimentation	PASS	2.3s	99ms	0.00
96	Chemical Guys	DynamicYield	PASS	2.4s	163ms	0.01
97	Belkin	Monetate	PASS	2.4s	168ms	0.00
98	Hallmark	Bloomreach	PASS	2.4s	187ms	0.05
99	Beyond the rack	RichRelevance	PASS	2.5s	79ms	0.00
100	Flaconi	DynamicYield	PASS	2.5s	185ms	0.05
101	La Prairie	Insider	PASS	2.5s	193ms	0.01
102	Early Learning Centre	DynamicYield	FAIL	1.3s	132ms	0.13
103	JewelryTelevision	Bloomreach	FAIL	1.3s	228ms	0.01
104	Traeger Grills	Monetate	FAIL	1.3s	111ms	0.10
105	CosmoProf	Monetate	FAIL	1.3s	183ms	0.14
106	FTD (Florist's Transworld Delivery)	Bloomreach	FAIL	1.4s	272ms	0.09
107	Look Fantastic	DynamicYield, AB Tasty	FAIL	1.4s	269ms	0.01
108	Cuisinart	Einstein Recs	FAIL	1.4s	155ms	0.11
109	BBC Shop	Optimizely Experimentation	FAIL	1.4s	222ms	0.00
110	Backcountry	Bluecore, Optimizely	FAIL	1.5s	465ms	0.02
111	Tervis	RichRelevance	FAIL	1.5s	137ms	0.17
112	Tate Modern	AB Tasty	FAIL	1.5s	220ms	0.00
113	Furniture Village	Optimizely	FAIL	1.5s	153ms	0.19
114	HEMA	Einstein Recs	FAIL	1.6s	214ms	0.01
115	Fatface	Monetate	FAIL	1.6s	368ms	0.04
116	Argos	AdobeCQ, Bloomreach	FAIL	1.6s	228ms	0.00
117	Lee Jeans	DynamicYield, Optimizely	FAIL	1.6s	228ms	0.02
118	Tourneau	Bluecore	FAIL	1.6s	96ms	0.10
119	Funko	AB Tasty	FAIL	1.6s	237ms	0.01
120	Marc Jacobs	Nosto, AB Tasty	FAIL	1.6s	535ms	0.15
121	Clark's	RichRelevance	FAIL	1.6s	209ms	0.04
122	Urban Decay Cosmetics	RichRelevance	FAIL	1.6s	194ms	0.15
123	Jos A Bank	Bloomreach, AB Tasty	FAIL	1.6s	229ms	0.06
124	B&H Photo & Video	RichRelevance	FAIL	1.6s	187ms	0.14
125	J&P Cycles Inc	RichRelevance	FAIL	1.7s	207ms	0.03
126	Liberty	DynamicYield, Optimizely Experimentation	FAIL	1.7s	270ms	0.06
127	Boux Avenue	DynamicYield	FAIL	1.7s	288ms	0.06
128	Moose Knuckles	Nosto	FAIL	1.7s	212ms	0.00
129	ALDO	Bloomreach	FAIL	1.7s	235ms	0.01
130	Ariat	Bloomreach, Bloomreach Exponea, Bluecore	FAIL	1.7s	255ms	0.16
131	Conair	Einstein Recs	FAIL	1.7s	172ms	0.10
132	Calphalon	Evergage SFMC, Einstein Recs	FAIL	1.8s	164ms	0.21
133	Skechers	Monetate	FAIL	1.8s	221ms	0.05
134	Beaverbrooks	RichRelevance, AB Tasty	FAIL	1.8s	140ms	0.15
135	Elie Tahari	DynamicYield	FAIL	1.8s	212ms	0.00
136	Design Within Reach	Bloomreach	FAIL	1.8s	212ms	0.13
137	Jimmy Choo	DynamicYield	FAIL	1.8s	212ms	0.00
138	Alexander Wang	Bluecore, DynamicYield	FAIL	1.8s	204ms	0.01
139	Halfords (UK)	Bloomreach	FAIL	1.8s	238ms	0.13
140	Barefoot Dreams	Wunderkind	FAIL	1.8s	212ms	0.24
141	eBags	Bloomreach	FAIL	1.8s	213ms	0.07
142	Ex Officio	Optimizely Experimentation	FAIL	1.8s	162ms	0.17
143	Janie and Jack	Nosto	FAIL	1.9s	129ms	0.12
144	Cotton On	Evergage SFMC, Einstein Recs	FAIL	1.9s	227ms	0.01
145	Nectar Sleep	DynamicYield	FAIL	1.9s	454ms	0.07
146	Breville	AdobeCQ	FAIL	1.9s	141ms	0.26
147	Exposuresonline.com	Monetate	FAIL	1.9s	217ms	0.22
148	Miles Kimball	Monetate, Bloomreach	FAIL	1.9s	217ms	0.22
149	The Children's Place	DynamicYield	FAIL	1.9s	497ms	0.43
150	Lancome	Evergage SFMC	FAIL	1.9s	263ms	0.19
151	Wayfair	Bloomreach	FAIL	1.9s	227ms	0.01
152	Build.com	DynamicYield	FAIL	1.9s	280ms	0.00
153	ElectricGeneratorsDirect.com	DynamicYield	FAIL	1.9s	280ms	0.00
154	Ferguson Showrooms	DynamicYield	FAIL	1.9s	280ms	0.00
155	IceMakerDirect.com	RichRelevance	FAIL	1.9s	280ms	0.00
156	Gymboree	DynamicYield	FAIL	1.9s	302ms	0.42
157	Wolverine	Bluecore	FAIL	1.9s	378ms	0.09
158	American Girl	Optimizely	FAIL	1.9s	285ms	0.02
159	PGA Tour store	Evergage SFMC	FAIL	1.9s	209ms	0.06
160	Hugo Boss	DynamicYield	FAIL	1.9s	241ms	0.05
161	Wrangler US	Bloomreach, DynamicYield, Optimizely, Bloomreach	FAIL	1.9s	200ms	0.06
162	Floor and Decor	DynamicYield	FAIL	1.9s	536ms	0.17
163	NYX	Evergage SFMC	FAIL	2.0s	246ms	0.12
164	Macy's	RichRelevance	FAIL	2.0s	210ms	0.07
165	Yeti	DynamicYield, Optimizely, Optimizely Experimentation	FAIL	2.0s	202ms	0.06
166	Peter Millar	jst.ai	FAIL	2.0s	170ms	0.20
167	Blinds.com	Bloomreach	FAIL	2.0s	164ms	0.11
168	Philosophy	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	211ms	0.04
169	YOOX Group	Optimizely	FAIL	2.0s	286ms	0.14
170	LifeWay Christian Stores	AdobeCQ	FAIL	2.0s	146ms	0.12
171	Mulberry	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.0s	134ms	0.11
172	Torrid	Monetate	FAIL	2.0s	317ms	0.18
173	Ugg	DynamicYield	FAIL	2.0s	244ms	0.03
174	NEXT	Monetate	FAIL	2.0s	543ms	0.05
175	PacSun	DynamicYield	FAIL	2.0s	263ms	0.09
176	Cotton Traders	DynamicYield	FAIL	2.0s	228ms	0.19
177	Brown Thomas	RichRelevance	FAIL	2.0s	195ms	0.15
178	The Honest Kitchen	Nosto	FAIL	2.1s	242ms	0.02
179	Steve Madden	Bluecore, AB Tasty	FAIL	2.1s	235ms	0.10
180	Vistaprint	Optimizely	FAIL	2.1s	287ms	0.02
181	El Corte Ingles (Spain)	RichRelevance	FAIL	2.1s	276ms	0.12
182	Mavi	Nosto	FAIL	2.1s	240ms	0.02
183	Coldwater Creek	Certona, Monetate	FAIL	2.1s	214ms	0.14
184	Nuts.com	DynamicYield	FAIL	2.1s	221ms	0.32
185	Sally Beauty	Monetate	FAIL	2.1s	289ms	0.25
186	The Company Store	DynamicYield	FAIL	2.1s	213ms	0.24
187	Prana	Monetate, Einstein Recs, Bluecore	FAIL	2.1s	185ms	0.10
188	Vera Bradley	Bloomreach	FAIL	2.1s	235ms	0.07
189	Academy Sports	Bloomreach	FAIL	2.1s	228ms	0.09
190	Lane Bryant	Bluecore, Optimizely	FAIL	2.1s	269ms	0.02
191	Travelpro	Nosto	FAIL	2.1s	220ms	0.01
192	Aeropostale	Bloomreach	FAIL	2.1s	353ms	0.09
193	Home Depot Canada	Bloomreach, AdobeCQ	FAIL	2.1s	204ms	0.07
194	Hanna Andersson	Bloomreach, AB Tasty	FAIL	2.1s	175ms	0.17
195	buydig.com	Optimizely Experimentation	FAIL	2.1s	111ms	0.28
196	Overtons.com	Bloomreach	FAIL	2.1s	221ms	0.28
197	Camping World	Bloomreach	FAIL	2.2s	243ms	0.32
198	Carhartt WIP	DynamicYield	FAIL	2.2s	205ms	0.01
199	Currys	RichRelevance	FAIL	2.2s	279ms	0.15
200	Maurice's	Certona, DynamicYield	FAIL	2.2s	296ms	0.31
201	Fenwick	Nosto	FAIL	2.2s	201ms	0.02
202	JC Penney	RichRelevance	FAIL	2.2s	339ms	0.14
203	Lamps Plus	Bloomreach, DynamicYield, Certona, Bluecore	FAIL	2.2s	236ms	0.03
204	Vermont Country Store	Bloomreach	FAIL	2.2s	332ms	0.49
205	Faconnable (US)	Monetate, Einstein Recs	FAIL	2.2s	556ms	0.53
206	Hot Topic	Bloomreach	FAIL	2.2s	233ms	0.06
207	WestElm	RichRelevance	FAIL	2.2s	719ms	0.24
208	Nutribullet	AB Tasty	FAIL	2.3s	364ms	0.01
209	MarkandGraham.com	RichRelevance	FAIL	2.3s	378ms	0.23
210	Soccer.com	Reflektion	FAIL	2.3s	249ms	0.99
211	Arc'teryx	Optimizely	FAIL	2.3s	257ms	0.04
212	Destination XL	Monetate	FAIL	2.3s	303ms	0.26
213	One Kings Lane	Bloomreach	FAIL	2.3s	157ms	0.13
214	Sweaty Betty	DynamicYield	FAIL	2.3s	424ms	0.38
215	Roots	Bloomreach	FAIL	2.3s	170ms	0.27
216	Toolstation	Monetate, Optimizely	FAIL	2.3s	202ms	0.21
217	Netgear	Optimizely	FAIL	2.3s	281ms	0.06
218	Vans	DynamicYield, Monetate	FAIL	2.3s	355ms	0.87
219	Primark	DynamicYield, Evergage SFMC	FAIL	2.3s	564ms	0.05
220	Ward's	Evergage SFMC, Einstein Recs, Bloomreach, Optimizely	FAIL	2.3s	294ms	0.03
221	Ogio	DynamicYield	FAIL	2.3s	229ms	0.06
222	Roberto Cavalli	Evergage SFMC, AB Tasty	FAIL	2.3s	486ms	0.15
223	Michaels Stores	Optimizely, Optimizely Experimentation	FAIL	2.3s	422ms	0.26
224	Cole Haan	Bloomreach	FAIL	2.3s	133ms	0.11
225	Johnny Was	AdobeCQ	FAIL	2.3s	213ms	0.07
226	Ashro	Bloomreach	FAIL	2.3s	296ms	0.04
227	Coach	Bluecore, Certona, Optimizely	FAIL	2.4s	566ms	0.19
228	New Balance	ZineOne	FAIL	2.4s	243ms	0.07
229	Dillards	Bloomreach, RichRelevance	FAIL	2.4s	239ms	0.03
230	Far Fetch	Bloomreach	FAIL	2.4s	264ms	0.03
231	Hoka	DynamicYield	FAIL	2.4s	312ms	0.02
232	Carolina Biological	Monetate	FAIL	2.4s	264ms	0.02
233	Boll and Branch	DynamicYield, AB Tasty	FAIL	2.4s	254ms	0.12
234	PrettyLittleThing	Monetate, AB Tasty	FAIL	2.4s	371ms	0.16
235	Lilly Pulitzer	Certona, Evergage SFMC	FAIL	2.4s	223ms	0.02
236	GNC	Bloomreach, Monetate	FAIL	2.4s	466ms	0.21
237	Crayola	Monetate	FAIL	2.4s	128ms	0.23
238	Holt Renfrew	Optimizely	FAIL	2.4s	217ms	0.06
239	Parts Town	Monetate	FAIL	2.4s	227ms	0.06
240	J Jill	RichRelevance, Monetate	FAIL	2.4s	389ms	0.26
241	Karen Millen	AB Tasty	FAIL	2.4s	234ms	0.09
242	Bissell	AB Tasty	FAIL	2.4s	411ms	0.11
243	Lululemon	Evergage SFMC	FAIL	2.4s	342ms	0.06
244	Vizio	AdobeCQ	FAIL	2.4s	99ms	1.79
245	Guitar Center	Monetate	FAIL	2.4s	286ms	0.07
246	PureFormulas	Certona	FAIL	2.5s	139ms	0.46
247	Leslie's	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.5s	189ms	0.13
248	Banana Republic	Optimizely Experimentation, Optimizely	FAIL	2.5s	179ms	0.10
249	Tactical Gear	RichRelevance	FAIL	2.5s	171ms	0.13
250	Lakeshore Learning	RichRelevance	FAIL	2.5s	167ms	0.15
251	American Eagle	Bloomreach	FAIL	2.5s	537ms	0.16
252	Tractor Supply	AdobeCQ	FAIL	2.5s	385ms	0.14
253	Stonewall	Einstein Recs	FAIL	2.5s	154ms	0.16
254	Boggi Milano	Fanplayr	FAIL	2.5s	211ms	0.12
255	Monroe and Main	Bloomreach	FAIL	2.5s	212ms	0.00
256	Graco	Evergage SFMC, Einstein Recs, AB Tasty	FAIL	2.5s	195ms	0.23
257	Boohoo Man	Monetate, AB Tasty	FAIL	2.5s	278ms	0.09
258	Harry Rosen	Monetate	FAIL	2.5s	152ms	0.05
259	Linen Chest	DynamicYield	FAIL	2.5s	205ms	0.20
260	Volcom	Monetate	FAIL	2.5s	424ms	0.31
261	Burrow	AB Tasty	FAIL	2.5s	138ms	0.18
262	Tommy Bahama	AdobeCQ	FAIL	2.5s	154ms	0.05
263	La Z Boy	Monetate	FAIL	2.6s	179ms	0.03
264	Sunglass Hut	Monetate	FAIL	2.6s	163ms	0.03
265	Anthropologie	RichRelevance	FAIL	2.6s	262ms	0.13
266	Calvin Klein	Optimizely Experimentation	FAIL	2.6s	255ms	0.05
267	Lacoste	Bluecore, DynamicYield	FAIL	2.6s	256ms	0.03
268	Stella and Dot	DynamicYield	FAIL	2.6s	637ms	0.04
269	Rural King	Optimizely Experimentation	FAIL	2.6s	488ms	0.68
270	Signature Hardware	Reflektion, Insider	FAIL	2.6s	162ms	0.29
271	Kendra Scott	Monetate	FAIL	2.6s	310ms	0.15
272	Columbia Sportswear	Bluecore, Monetate	FAIL	2.6s	360ms	0.17
273	MissPap	Monetate, AB Tasty	FAIL	2.6s	227ms	0.00
274	B&Q	Bloomreach, Optimizely Experimentation	FAIL	2.6s	202ms	0.06
275	Missguided	RichRelevance	FAIL	2.6s	909ms	0.43
276	Maisonmartinmargiela.com	AB Tasty	FAIL	2.6s	171ms	0.01
277	Celine	Evergage SFMC, AB Tasty	FAIL	2.6s	497ms	0.08
278	Mavis Discount Tire	Optimizely Experimentation	FAIL	2.6s	256ms	0.27
279	HSN.com	Bloomreach	FAIL	2.6s	362ms	0.16
280	Kate Spade & Company	Certona	FAIL	2.6s	554ms	0.08
281	Uniqlo	Certona, AdobeCQ	FAIL	2.7s	481ms	0.20
282	Ralph Lauren	Bluecore, Monetate	FAIL	2.7s	287ms	0.08
283	Bottega Veneta	AB Tasty	FAIL	2.7s	239ms	0.07
284	Urban Outfitters	RichRelevance	FAIL	2.7s	271ms	0.16
285	Madewell	Monetate	FAIL	2.7s	290ms	0.24
286	At Home	Monetate	FAIL	2.7s	227ms	0.02
287	Holland & Barrett Retail Limited	RichRelevance	FAIL	2.7s	221ms	0.07
288	Bonobos	Optimizely	FAIL	2.7s	211ms	0.18
289	Ashley HomeStore	Optimizely, Optimizely Experimentation	FAIL	2.7s	281ms	0.05
290	David Yurman	Bluecore	FAIL	2.7s	237ms	0.02
291	Sharper Image	Certona	FAIL	2.7s	170ms	0.04
292	Carter's \| OshKosh B'gosh	RichRelevance	FAIL	2.7s	730ms	0.27
293	Oshkosh	RichRelevance	FAIL	2.7s	730ms	0.27
294	Helzberg	Insider	FAIL	2.7s	205ms	0.04
295	Lafayette148	RichRelevance	FAIL	2.7s	205ms	0.02
296	Motosport	Bloomreach, Optimizely Experimentation	FAIL	2.7s	442ms	0.00
297	Berries.com (Shari's Berries)	Bloomreach	FAIL	2.8s	277ms	0.19
298	Hayneedle	Reflektion	FAIL	2.8s	137ms	0.06
299	Balenciaga	AB Tasty	FAIL	2.8s	228ms	0.04
300	Pop Sockets	Monetate	FAIL	2.8s	345ms	0.26
301	DM	DynamicYield	FAIL	2.8s	162ms	0.08
302	Timex	DynamicYield	FAIL	2.8s	258ms	0.55
303	Carphone Warehouse	AdobeCQ	FAIL	2.8s	136ms	0.00
304	North Face	Bloomreach, AdobeCQ	FAIL	2.8s	338ms	0.14
305	BenQ	AdobeCQ	FAIL	2.8s	170ms	0.10
306	Bealls	Bloomreach	FAIL	2.8s	328ms	0.13
307	Do It Best	AdobeCQ	FAIL	2.8s	128ms	0.03
308	Kenneth Cole	DynamicYield	FAIL	2.8s	442ms	0.11
309	5.11 Tactical	DynamicYield, Nosto	FAIL	2.9s	178ms	0.13
310	White House Black Market	Reflektion	FAIL	2.9s	454ms	0.09
311	Advance Auto Parts	Certona	FAIL	2.9s	418ms	0.45
312	Mvmt	DynamicYield	FAIL	2.9s	204ms	0.21
313	1800 Lighting	DynamicYield	FAIL	2.9s	152ms	0.18
314	Loft	Reflektion, RichRelevance	FAIL	2.9s	296ms	0.08
315	Allied Electronics	Optimizely	FAIL	2.9s	266ms	0.01
316	Cartier Inc	AdobeCQ, AB Tasty	FAIL	2.9s	392ms	0.15
317	Uncommon Goods	Bloomreach	FAIL	2.9s	136ms	0.08
318	New Pig	Evergage SFMC	FAIL	2.9s	140ms	0.02
319	Ubisoft	Optimizely Experimentation, AB Tasty	FAIL	2.9s	269ms	0.34
320	Ubisoft Store	AB Tasty	FAIL	2.9s	269ms	0.34
321	Dicks Sporting Goods	Certona	FAIL	2.9s	271ms	0.17
322	1800 Petmeds	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	2.9s	179ms	0.10
323	Target	RichRelevance	FAIL	2.9s	239ms	0.43
324	Smartwool	Bloomreach, Monetate, Optimizely, Optimizely Experimentation	FAIL	2.9s	261ms	0.13
325	Scholastic	AdobeCQ	FAIL	2.9s	128ms	0.17
326	Kohl's	Bloomreach, RichRelevance	FAIL	3.0s	488ms	0.10
327	Williams-Sonoma	RichRelevance	FAIL	3.0s	622ms	0.23
328	Goodyear	Evergage SFMC	FAIL	3.0s	182ms	0.30
329	Lands' End	DynamicYield, Certona, Optimizely	FAIL	3.0s	475ms	0.45
330	Aarons	Evergage SFMC	FAIL	3.0s	298ms	0.05
331	Coast Fashion	Monetate	FAIL	3.0s	363ms	0.09
332	New York & Co.	Rebuy	FAIL	3.0s	426ms	0.17
333	Shoe Carnival	Evergage SFMC	FAIL	3.0s	466ms	0.46
334	Arezzo	RichRelevance	FAIL	3.0s	398ms	0.49
335	Glasses USA	DynamicYield	FAIL	3.0s	601ms	0.31
336	Sonos	Optimizely	FAIL	3.0s	279ms	0.11
337	Tarte	Bloomreach	FAIL	3.0s	320ms	0.14
338	Vision Direct	Monetate	FAIL	3.0s	295ms	0.15
339	Scrubs and Beyond	Bloomreach	FAIL	3.0s	192ms	0.03
340	Space NK	Einstein Recs	FAIL	3.0s	322ms	0.09
341	Nasty Gal	Bloomreach	FAIL	3.0s	198ms	0.00
342	Meaningful Beauty	AB Tasty	FAIL	3.1s	258ms	0.04
343	Golden Goose	DynamicYield	FAIL	3.1s	322ms	0.20
344	Burton	Bloomreach	FAIL	3.1s	255ms	0.06
345	MCM Worldwide	Wunderkind, Einstein Recs	FAIL	3.1s	260ms	0.07
346	FinishLine.com	DynamicYield	FAIL	3.1s	214ms	0.20
347	Jansport	Bluecore, Optimizely Experimentation	FAIL	3.1s	297ms	0.11
348	Boohoo	AB Tasty	FAIL	3.1s	246ms	0.10
349	Psycho Bunny	Nosto	FAIL	3.1s	328ms	0.04
350	Boots	RichRelevance	FAIL	3.1s	438ms	0.35
351	Zumiez	Reflektion	FAIL	3.1s	160ms	0.06
352	LensCrafters	Monetate	FAIL	3.1s	204ms	0.25
353	Maybelline	Evergage SFMC, Optimizely Experimentation	FAIL	3.1s	271ms	0.03
354	Sam's Club	RichRelevance	FAIL	3.1s	230ms	0.16
355	Orlebar Brown	Nosto	FAIL	3.2s	246ms	0.01
356	Chico's	Certona	FAIL	3.2s	438ms	0.11
357	Art.com, Inc.	Evergage SFMC	FAIL	3.2s	347ms	0.19
358	Dorothy Perkins	AB Tasty	FAIL	3.2s	388ms	0.09
359	HarmanKardon	Optimizely, Optimizely Experimentation	FAIL	3.2s	208ms	0.03
360	Debenhams	DynamicYield, Monetate, AB Tasty	FAIL	3.2s	426ms	0.09
361	Jared	DynamicYield	FAIL	3.2s	146ms	0.13
362	Cost Plus World Market	Bluecore	FAIL	3.2s	144ms	0.00
363	Oasis	Monetate	FAIL	3.2s	328ms	0.02
364	Shop LC	DynamicYield	FAIL	3.2s	525ms	0.12
365	R.M.Williams	Optimizely, Optimizely Experimentation	FAIL	3.3s	348ms	0.07
366	Dickies	Nosto	FAIL	3.3s	303ms	0.06
367	ASDA Direct	DynamicYield	FAIL	3.3s	940ms	0.70
368	Brooks Brothers	Bloomreach, Optimizely, Optimizely Experimentation	FAIL	3.3s	1209ms	0.20
369	Ulta	RichRelevance	FAIL	3.3s	416ms	0.05
370	True Religion	Bloomreach, DynamicYield	FAIL	3.3s	304ms	0.43
371	Guess	RichRelevance, AB Tasty	FAIL	3.3s	539ms	0.07
372	Texas Instruments	AdobeCQ	FAIL	3.3s	300ms	0.10
373	ASICS	DynamicYield	FAIL	3.3s	413ms	0.09
374	Bath & Body Works	Monetate	FAIL	3.3s	651ms	0.25
375	Teva	DynamicYield	FAIL	3.3s	268ms	0.07
376	Warehouse	Monetate, AB Tasty	FAIL	3.3s	240ms	0.00
377	Kipling	Bluecore	FAIL	3.4s	254ms	0.11
378	Belk, Inc.	DynamicYield	FAIL	3.4s	399ms	0.18
379	BrookLinen	DynamicYield	FAIL	3.4s	278ms	0.12
380	Sony (Playstation)	AdobeCQ, Evergage SFMC	FAIL	3.4s	247ms	0.08
381	Musicians Friend	Bloomreach, Monetate	FAIL	3.4s	220ms	0.23
382	Burts Bees	Optimizely, Optimizely Experimentation	FAIL	3.5s	283ms	0.24
383	1800 Flowers	RichRelevance	FAIL	3.5s	482ms	0.25
384	Fisher Scientific	AdobeCQ	FAIL	3.5s	153ms	0.04
385	JBL	Optimizely	FAIL	3.6s	353ms	0.10
386	Sorel	Bluecore, Monetate	FAIL	3.6s	170ms	0.15
387	Duluth Trading	Bloomreach	FAIL	3.6s	204ms	0.17
388	Aritzia	DynamicYield	FAIL	3.6s	294ms	0.48
389	Dolce&Gabbana	AB Tasty	FAIL	3.6s	1538ms	0.31
390	Nars Cosmetics	DynamicYield	FAIL	3.6s	303ms	0.46
391	Clarins	AB Tasty	FAIL	3.7s	211ms	0.08
392	Beats by Dre	AdobeCQ	FAIL	3.7s	144ms	0.04
393	AT&T Inc.	AdobeCQ	FAIL	3.7s	292ms	0.16
394	altra	Bloomreach, Nosto, Optimizely Experimentation	FAIL	3.7s	321ms	0.01
395	Trek	Bloomreach	FAIL	3.8s	404ms	0.18
396	Vitamin Shoppe	Insider	FAIL	3.8s	194ms	0.40
397	Kay Jewellers	DynamicYield	FAIL	3.8s	197ms	0.34
398	Napapijri	Bluecore, Optimizely Experimentation	FAIL	3.8s	260ms	0.02
399	American Apparel	Bloomreach	FAIL	3.8s	334ms	0.45
400	Versace USA	Insider, DynamicYield	FAIL	3.8s	392ms	0.14
401	Riley Home	Optimizely	FAIL	3.8s	196ms	0.20
402	iRobot	Evergage SFMC	FAIL	3.9s	127ms	0.83
403	Wallis	AB Tasty	FAIL	3.9s	443ms	0.09
404	eXtra	RichRelevance	FAIL	3.9s	373ms	0.30
405	Ace Hardware	Monetate	FAIL	3.9s	616ms	0.16
406	Meijer	AdobeCQ, RichRelevance	FAIL	3.9s	601ms	0.72
407	PUMA	AB Tasty	FAIL	3.9s	372ms	0.14
408	Victorinox	Monetate	FAIL	3.9s	341ms	0.14
409	Nespresso	AdobeCQ, DynamicYield	FAIL	3.9s	423ms	0.92
410	Frontgate.com	Bloomreach	FAIL	3.9s	337ms	0.22
411	Zara	Optimizely, Optimizely Experimentation	FAIL	3.9s	558ms	0.16
412	CVS	Bluecore	FAIL	3.9s	196ms	0.23
413	Fossil	Bloomreach	FAIL	4.1s	413ms	0.16
414	Hamleys	DynamicYield	FAIL	4.1s	126ms	0.22
415	Prada	AdobeCQ	FAIL	4.4s	521ms	0.22
416	Sears	AdobeCQ, RichRelevance	FAIL	4.5s	186ms	0.02
417	Zales	DynamicYield	FAIL	4.6s	209ms	0.25
418	Vineyard vines	DynamicYield	FAIL	4.9s	2014ms	0.43
419	Dollar General	Bloomreach, AdobeCQ	FAIL	5.1s	388ms	0.17
420	Harry & David	Bloomreach	FAIL	5.1s	438ms	0.19
421	1-800 Contacts	Monetate, ZineOne	FAIL	5.4s	155ms	0.41
422	Designer Shoe Warehouse	Reflektion, Bloomreach, Optimizely Experimentation	FAIL	5.6s	358ms	0.52
423	Flinn Scientific	Optimizely Experimentation	FAIL	5.7s	136ms	0.33
424	Cabelas	AdobeCQ	FAIL	5.7s	270ms	0.70
425	Bob's Discount Furniture	Certona	FAIL	5.7s	388ms	0.18
426	Bass Pro	RichRelevance	FAIL	6.8s	372ms	0.71
427	Fendi	DynamicYield	FAIL	8.0s	311ms	0.01
428	KidsFootLocker.com	Monetate	FAIL	9.0s	138ms	0.10

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