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
0.05
Best CLS (p75)
Trusted Shops
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
2
The ranking sorted by CLS at p75, fastest first
| # | Provider | CLS p75 | Passing | Sites | |
|---|---|---|---|---|---|
| 1 | Trusted Shops | 0.05 | 87.3% | 358 | |
| 2 | Judge.me | 0.06 | 85.0% | 2,296 | |
| 3 | Reviews.io | 0.08 | 81.4% | 183 | |
| 4 | Trustpilot | 0.08 | 81.9% | 767 | |
| 5 | Stamped.io | 0.09 | 82.0% | 95 | |
| 6 | Yotpo | 0.13 | 69.4% | 77 |
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
3
Passing CLS per provider which group passes the CLS most often
ProviderSitesPassing CLSp75
Bazaarvoice 0.2% 18 0.04
Trusted Shops 4.3% 358 0.05
Judge.me 27.8% 2,296 0.06
Feefo 0.4% 36 0.08
Stamped.io 1.2% 95 0.09
Trustpilot 9.3% 767 0.08
Reviews.io 2.2% 183 0.08
Yotpo 0.9% 77 0.13
Good Needs Improvement Poor Sorted best-passing first · median colored by its own rating · pass = good CLS (0.1 at p75) · one value per site
87% of Trusted Shops sites pass CLS. Reviews.io trails 6 points behind. computed
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop 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%
971.7s
10084ms
850.06
961.1s
96493ms
Trustpilot 9.3%
941.8s
9987ms
820.08
951.1s
94500ms
Trusted Shops 4.3%
961.8s
10078ms
870.05
951.1s
95492ms
Reviews.io 2.2%
961.7s
10084ms
810.08
981.1s
94446ms
Stamped.io 1.2%
951.9s
10093ms
820.09
951.2s
92485ms
Yotpo 0.9%
941.8s
100105ms
690.13
921.2s
98484ms
Feefo 0.4%
971.9s
10078ms
840.08
941.3s
93517ms
Bazaarvoice 0.2%
941.8s
10099ms
880.04
941.3s
100526ms
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.
Trusted Shops leads on CLS: 87% of its sites pass. Reviews.io trails at 81%. computed
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop 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
203,892 crawled sites with Chrome field data, representing millions of real page loads. How we measured.