Reviews impact Shopify sites

Performance impact by reviews provider.

Field data PhoneDesktopAll Scope All sites October 2026 edition · All devices field outcomes · Shopify sites only
Metric LCP INP CLS
Shopify Scoped to 8,248 sites out of 203,892 analyzed (cms) Compare with all sites →
1

At a glance the headline numbers for Reviews impact

Performance impact by reviews provider.

6
Providers ranked
After min-sites filter
3,776
Sites in sample
Combined across all items
1.7s
Best LCP (p75)
Judge.me
The State of Web Vitals · October 2026 · Shopify sites (8,248) · all devices field datacorewebvitals.io/state-of-cwv
2

The ranking sorted by LCP at p75, fastest first

# Provider LCP p75 Passing Sites
1 Judge.me 1.7s 95.8%
2,296
2 Trustpilot 1.8s 93.7%
767
3 Reviews.io 1.9s 91.7%
183
4 Trusted Shops 1.9s 92.8%
358
5 Stamped.io 1.9s 94.7%
95
6 Yotpo 2.1s 78.7%
77
The State of Web Vitals · October 2026 · Shopify sites (8,248) · all devices field datacorewebvitals.io/state-of-cwv
3

Passing LCP per provider which group passes the LCP most often

ProviderSitesPassing LCPp75
Judge.me 27.8% 2,296 96% 1.7s
Stamped.io 1.2% 95 95% 1.9s
Feefo 0.4% 36 94% 1.9s
Bazaarvoice 0.2% 18 94% 1.7s
Trustpilot 9.3% 767 94% 1.8s
Trusted Shops 4.3% 358 93% 1.9s
Reviews.io 2.2% 183 92% 1.9s
Yotpo 0.9% 77 79% 2.1s
Good Needs Improvement Poor Sorted best-passing first · median colored by its own rating · pass = good LCP (2.5s at p75) · one value per site

No provider stands out: pass rates sit between 92% and 96%. computed

The State of Web Vitals · October 2026 · Shopify sites (8,248) · all devices field datacorewebvitals.io/state-of-cwv
4

All five vitals at once the whole category without toggling - cell is the pass rate, small number the p75

LCP
INP
CLS
FCP
TTFB
Judge.me 27.8%
961.7s
95136ms
940.02
951.2s
96537ms
Trustpilot 9.3%
941.8s
93140ms
930.04
941.2s
94560ms
Trusted Shops 4.3%
931.9s
94139ms
950.03
941.3s
94572ms
Reviews.io 2.2%
921.9s
94141ms
900.04
941.3s
94536ms
Stamped.io 1.2%
951.9s
91139ms
900.05
941.3s
94553ms
Yotpo 0.9%
792.1s
88156ms
830.07
801.6s
85609ms
Feefo 0.4%
941.9s
100118ms
890.06
941.3s
94527ms
Bazaarvoice 0.2%
941.7s
89149ms
1000.03
891.4s
94474ms
60%95%+ passing Cell: pass rate, small number = p75 · faded rows: under 100 sites

One row per provider, one column per vital - the cell is the share of sites passing, the small number the p75. No toggling needed to see where the category actually differs.

Judge.me leads on LCP: 96% of its sites pass. Reviews.io trails at 92%. computed

The State of Web Vitals · October 2026 · Shopify sites (8,248) · all devices field datacorewebvitals.io/state-of-cwv
Related signals Tag managers (8) → Image CDNs (9) → Consent platforms (16) → Forms (4) → 203,892 crawled sites with Chrome field data, representing millions of real page loads · How we measured