9
High
Product Page
Missing Review Count
The product page shows a reviews section but no visible review count or rating summary, leaving buyers without social proof at the decision point.
scroll ↕ — this is the live page
⚠ Missing Review CountThe product page shows a reviews section but no visible review count or rating summary, leaving buyers without social proof at the decision point.
Fix
Evidence
Observed on the live site
✓ Flagged independently by 1 of 7 analysts
- H2s include 'Reviews for Anytime Ankle Sock' but no review count or star rating appears in the body sample or CTAs.
Business case
If this change wins
$35,381 – $176,904
annual opportunity if it wins
Medium
Effort — 2-5 days
not testable at current traffic
A/B test duration
Prioritisation
PXL score: 4 / 10
| Question | Answer | Points |
|---|---|---|
| Is the change above the fold? | No | 0 |
| Is the change noticeable in under 5 seconds? | Yes | 2 |
| Does it add or remove an element? | Yes | 1 |
| Does it run on a high-traffic page? | Yes | 1 |
| Discovered via user testing? | No | 0 |
| Discovered via qualitative feedback (survey, support)? | No | 0 |
| Supported by heatmaps or session recordings? | No | 0 |
| Found via digital analytics or real-user field data? | No | 0 |
| Verified by direct technical measurement? | No | 0 |
Implementation
Hand this to your developer
- Surface
- Product Page — PRODUCT PAGE (ANYTIME ANKLE SOCK)
- Problem
- The product page shows a reviews section but no visible review count or rating summary, leaving buyers without social proof at the decision point.
- Current state
- h1: Anytime Ankle Sock; cta: Get Notified; notes: Reviews section exists but lacks visible aggregate rating or count.
- Change
- h1: Anytime Ankle Sock; cta: Add to Cart; notes: Add a review summary near the price or CTA, e.g., '4.8/5 from 2,300+ reviews' to provide immediate social proof.
- Acceptance criteria
- GIVEN a first-time visitor on the affected page
WHEN the change is live
THEN Add a review summary near the price or CTA, e.g., '4.8/5 from 2,300+ reviews' to provide immediate social proof, with no regression at 375px and 1280px widths. - Tracking
- event: cro_missing_review_count on interaction with the changed element; verify it fires in BOTH variants before opening traffic.
- Success metric
- conversion rate + bounce rate on the affected page
- QA checklist
- Chrome / Safari / Firefox · 375px + 1280px · keyboard reachable · screen-reader name present · no CLS introduced
- Effort
- Medium — 2-5 days
- Test plan
- 299,882 visitors per variant (95% significance, 80% power); not testable at current traffic.
- Rollback
- Feature-flag the change; revert the flag if the primary metric drops for 3 consecutive days.