Demo modeIllustrative and simulated market data. No live integrations. Metrics about named companies are public-signal examples only.Methodology

Woolworths

ClaimedDemo data

Retail · South Africa · National · founded 1931

Premium food and apparel retailer with high favourability.

Favourability Leader
Overall Signal Score
81/100up 0.7
Confidence grade AData coverage 87%
Rank in Retail#4
This week

What changed

Customer VoiceQuality praise sustainedup 1.5

Why the score moved: Quality perception. Weighted by pillar coverage — pillars with thin evidence contribute less.

Ten pillars

Score breakdown

Search
up 1.2Confidence grade A · data coverage 88%
Score78
Coverage 88%
Social
down 0.6Confidence grade A · data coverage 82%
Score85
Coverage 82%
AI Visibility
up 3.4Confidence grade C · data coverage 71%
Score80
Coverage 71%
Advertising
up 2.1Confidence grade A · data coverage 79%
Score74
Coverage 79%
Customer Voice
down 1.4Confidence grade A · data coverage 86%
Score88
Coverage 86%
Offers
up 0.8Confidence grade C · data coverage 68%
Score66
Coverage 68%
Website Experience
up 0.3Confidence grade A · data coverage 94%
Score87
Coverage 94%
Review Momentum
up 1.7Confidence grade A · data coverage 84%
Score86
Coverage 84%
Executive Visibility
up 2.6Confidence grade C · data coverage 63%
Score72
Coverage 63%
Market Momentum
up 1.1Confidence grade A · data coverage 81%
Score78
Coverage 81%
Observed strengths

Top strengths

  • Highest favourability in retail
  • Strong review momentum
Missing signals

What we could not find sufficient public evidence of

Public-signal example

Value perception content

We could not find sufficient public evidence of content addressing the price objection.

Opportunity: Price objection is the top blocker in purchase-intent conversation.

SponsoredIndependence disclosure

This Woolworths profile carries clearly labelled paid placement. Promoted company modules and sponsored placements are labelled and excluded from ranks, scores, evidence, disputes and corrections.

Independent signal rankingEvery score, rank and evidence record on this surface is calculated from evidence only.