Public evidence ledgerDemo data
Every score has a paper trail
This is the research spine of Who’s Winning. Filter by company, industry, source, signal type, confidence grade or verification status, then open any record to see the source, the observation date, the previous and current value, the geography, the reviewer and the effect on the score.
Evidence records
234
Source-level records across the tracked market
Sources in use
13
Review, search, ad library, answer engines, media, analyst
Verified or estimated
0
Remainder is modelled or simulated for the demo
Average data coverage
78%
Below the threshold we publish “insufficient data”
Presented bySME Digital Opportunity Index presented by UptimeWorksDemo technology provider · demo sponsor
Industry
Source
Verification
Confidence
234 records
Evidence records
| Record | Company | Signal type | Source | Change | Observed | Confidence | Verification | |
|---|---|---|---|---|---|---|---|---|
| EV-G-4484 | Capitec Banking | Average public rating movement — Capitec Review momentum | G Google Reviews | +0.1 rating points | 21 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-G-8627 | Capitec Banking | Review velocity — Capitec Review volume | G Google Reviews | +28 / week | 24 Aug 2026 | Confidence grade B · data coverage 87% | Simulated demo | |
| EV-HP-7789 | Capitec Banking | Public response rate — Capitec Customer recovery | HP HelloPeter | +5 points | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-G-3625 | Capitec Banking | Search visibility change — Capitec Search visibility | G Google Search | +1.2 | 26 Aug 2026 | Confidence grade C · data coverage 63% | Modelled | |
| EV-G-2006 | Capitec Banking | Keyword movement — Capitec Ranking movement | G Google Search | Net -426 | 25 Aug 2026 | Confidence grade A · data coverage 92% | Modelled | |
| EV-AI-8110 | Capitec Banking | Answer-engine recommendation share — Capitec AI recommendation | AI AI prompt test | +3.4 points | 26 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-META-1335 | Capitec Banking | Creative intensity — Capitec Advertising activity | META Meta Ad Library | +28 creatives | 26 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-SOC-4036 | Capitec Banking | Share of conversation — Capitec Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-CV-5820 | Capitec Banking | Unanswered purchase questions — Capitec Demand friction | CV Customer voice panel | -107 open questions | 26 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-G-8289 | FNB Banking | Average public rating movement — FNB Review momentum | G Google Reviews | +0.4 rating points | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-G-3432 | FNB Banking | Review velocity — FNB Review volume | G Google Reviews | +17 / week | 24 Aug 2026 | Confidence grade A · data coverage 94% | Simulated demo | |
| EV-HP-1934 | FNB Banking | Public response rate — FNB Customer recovery | HP HelloPeter | +4 points | 21 Aug 2026 | Confidence grade C · data coverage 64% | Simulated demo | |
| EV-G-1420 | FNB Banking | Search visibility change — FNB Search visibility | G Google Search | +1.2 | 26 Aug 2026 | Confidence grade C · data coverage 74% | Modelled | |
| EV-G-5563 | FNB Banking | Keyword movement — FNB Ranking movement | G Google Search | Net +579 | 23 Aug 2026 | Confidence grade A · data coverage 93% | Modelled | |
| EV-AI-2989 | FNB Banking | Answer-engine recommendation share — FNB AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade B · data coverage 87% | Simulated demo | |
| EV-META-2546 | FNB Banking | Creative intensity — FNB Advertising activity | META Meta Ad Library | +4 creatives | 25 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-SOC-3409 | FNB Banking | Share of conversation — FNB Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade D · data coverage 59% | Simulated demo | |
| EV-CV-6173 | FNB Banking | Unanswered purchase questions — FNB Demand friction | CV Customer voice panel | -69 open questions | 23 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-G-6175 | Standard Bank Banking | Average public rating movement — Standard Bank Review momentum | G Google Reviews | +0.2 rating points | 26 Aug 2026 | Confidence grade B · data coverage 81% | Simulated demo | |
| EV-G-2032 | Standard Bank Banking | Review velocity — Standard Bank Review volume | G Google Reviews | +61 / week | 24 Aug 2026 | Confidence grade A · data coverage 94% | Simulated demo | |
| EV-HP-3122 | Standard Bank Banking | Public response rate — Standard Bank Customer recovery | HP HelloPeter | +4 points | 24 Aug 2026 | Confidence grade B · data coverage 84% | Simulated demo | |
| EV-G-6276 | Standard Bank Banking | Search visibility change — Standard Bank Search visibility | G Google Search | +1.2 | 25 Aug 2026 | Confidence grade C · data coverage 66% | Modelled | |
| EV-G-9581 | Standard Bank Banking | Keyword movement — Standard Bank Ranking movement | G Google Search | Net +577 | 25 Aug 2026 | Confidence grade C · data coverage 71% | Modelled | |
| EV-AI-7157 | Standard Bank Banking | Answer-engine recommendation share — Standard Bank AI recommendation | AI AI prompt test | +3.4 points | 24 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-META-1838 | Standard Bank Banking | Creative intensity — Standard Bank Advertising activity | META Meta Ad Library | +36 creatives | 23 Aug 2026 | Confidence grade B · data coverage 80% | Simulated demo | |
| EV-SOC-1177 | Standard Bank Banking | Share of conversation — Standard Bank Conversation share | SOC Public social posts | -0.6 | 24 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-CV-1741 | Standard Bank Banking | Unanswered purchase questions — Standard Bank Demand friction | CV Customer voice panel | -89 open questions | 25 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-G-3028 | Absa Banking | Average public rating movement — Absa Review momentum | G Google Reviews | +0.4 rating points | 23 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-G-7171 | Absa Banking | Review velocity — Absa Review volume | G Google Reviews | +48 / week | 25 Aug 2026 | Confidence grade B · data coverage 87% | Simulated demo | |
| EV-HP-4395 | Absa Banking | Public response rate — Absa Customer recovery | HP HelloPeter | +14 points | 26 Aug 2026 | Confidence grade B · data coverage 83% | Simulated demo | |
| EV-G-3463 | Absa Banking | Search visibility change — Absa Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade A · data coverage 95% | Modelled | |
| EV-G-5082 | Absa Banking | Keyword movement — Absa Ranking movement | G Google Search | Net +37 | 24 Aug 2026 | Confidence grade C · data coverage 72% | Modelled | |
| EV-AI-9818 | Absa Banking | Answer-engine recommendation share — Absa AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-META-9487 | Absa Banking | Creative intensity — Absa Advertising activity | META Meta Ad Library | +11 creatives | 24 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-SOC-1444 | Absa Banking | Share of conversation — Absa Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-CV-3644 | Absa Banking | Unanswered purchase questions — Absa Demand friction | CV Customer voice panel | -71 open questions | 21 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-G-1356 | Nedbank Banking | Average public rating movement — Nedbank Review momentum | G Google Reviews | +0.3 rating points | 25 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-G-6213 | Nedbank Banking | Review velocity — Nedbank Review volume | G Google Reviews | +34 / week | 23 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-HP-2253 | Nedbank Banking | Public response rate — Nedbank Customer recovery | HP HelloPeter | +6 points | 23 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-G-7895 | Nedbank Banking | Search visibility change — Nedbank Search visibility | G Google Search | +1.2 | 26 Aug 2026 | Confidence grade C · data coverage 69% | Modelled | |
| EV-G-9514 | Nedbank Banking | Keyword movement — Nedbank Ranking movement | G Google Search | Net +447 | 21 Aug 2026 | Confidence grade B · data coverage 88% | Modelled | |
| EV-AI-1618 | Nedbank Banking | Answer-engine recommendation share — Nedbank AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-META-3369 | Nedbank Banking | Creative intensity — Nedbank Advertising activity | META Meta Ad Library | +10 creatives | 21 Aug 2026 | Confidence grade C · data coverage 69% | Simulated demo | |
| EV-SOC-8380 | Nedbank Banking | Share of conversation — Nedbank Conversation share | SOC Public social posts | -0.6 | 26 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-CV-3676 | Nedbank Banking | Unanswered purchase questions — Nedbank Demand friction | CV Customer voice panel | -119 open questions | 25 Aug 2026 | Confidence grade C · data coverage 66% | Simulated demo | |
| EV-G-7364 | Discovery Bank Banking | Average public rating movement — Discovery Bank Review momentum | G Google Reviews | +0.0 rating points | 21 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-G-3221 | Discovery Bank Banking | Review velocity — Discovery Bank Review volume | G Google Reviews | +76 / week | 25 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-HP-4043 | Discovery Bank Banking | Public response rate — Discovery Bank Customer recovery | HP HelloPeter | +5 points | 23 Aug 2026 | Confidence grade C · data coverage 65% | Simulated demo | |
| EV-G-7601 | Discovery Bank Banking | Search visibility change — Discovery Bank Search visibility | G Google Search | +1.2 | 25 Aug 2026 | Confidence grade A · data coverage 95% | Modelled | |
| EV-G-5982 | Discovery Bank Banking | Keyword movement — Discovery Bank Ranking movement | G Google Search | Net +115 | 24 Aug 2026 | Confidence grade C · data coverage 68% | Modelled | |
| EV-AI-5726 | Discovery Bank Banking | Answer-engine recommendation share — Discovery Bank AI recommendation | AI AI prompt test | +3.4 points | 25 Aug 2026 | Confidence grade C · data coverage 64% | Simulated demo | |
| EV-META-1455 | Discovery Bank Banking | Creative intensity — Discovery Bank Advertising activity | META Meta Ad Library | +29 creatives | 26 Aug 2026 | Confidence grade C · data coverage 63% | Simulated demo | |
| EV-SOC-2972 | Discovery Bank Banking | Share of conversation — Discovery Bank Conversation share | SOC Public social posts | -0.6 | 24 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-CV-3636 | Discovery Bank Banking | Unanswered purchase questions — Discovery Bank Demand friction | CV Customer voice panel | -81 open questions | 25 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-G-9700 | MTN Telecom | Average public rating movement — MTN Review momentum | G Google Reviews | -0.4 rating points | 26 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-G-5557 | MTN Telecom | Review velocity — MTN Review volume | G Google Reviews | +18 / week | 24 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-HP-4363 | MTN Telecom | Public response rate — MTN Customer recovery | HP HelloPeter | +8 points | 23 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-G-5273 | MTN Telecom | Search visibility change — MTN Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade B · data coverage 87% | Modelled | |
| EV-G-3654 | MTN Telecom | Keyword movement — MTN Ranking movement | G Google Search | Net +72 | 21 Aug 2026 | Confidence grade B · data coverage 88% | Modelled | |
| EV-AI-6654 | MTN Telecom | Answer-engine recommendation share — MTN AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-META-7881 | MTN Telecom | Creative intensity — MTN Advertising activity | META Meta Ad Library | +34 creatives | 25 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-SOC-6828 | MTN Telecom | Share of conversation — MTN Conversation share | SOC Public social posts | -0.6 | 23 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-CV-9348 | MTN Telecom | Unanswered purchase questions — MTN Demand friction | CV Customer voice panel | -43 open questions | 23 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-G-7056 | Vodacom Telecom | Average public rating movement — Vodacom Review momentum | G Google Reviews | -0.1 rating points | 25 Aug 2026 | Confidence grade C · data coverage 62% | Simulated demo | |
| EV-G-2199 | Vodacom Telecom | Review velocity — Vodacom Review volume | G Google Reviews | +74 / week | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-HP-2407 | Vodacom Telecom | Public response rate — Vodacom Customer recovery | HP HelloPeter | +12 points | 24 Aug 2026 | Confidence grade C · data coverage 63% | Simulated demo | |
| EV-G-9923 | Vodacom Telecom | Search visibility change — Vodacom Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade D · data coverage 59% | Modelled | |
| EV-G-2542 | Vodacom Telecom | Keyword movement — Vodacom Ranking movement | G Google Search | Net +168 | 24 Aug 2026 | Confidence grade C · data coverage 72% | Modelled | |
| EV-AI-9558 | Vodacom Telecom | Answer-engine recommendation share — Vodacom AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-META-8179 | Vodacom Telecom | Creative intensity — Vodacom Advertising activity | META Meta Ad Library | +16 creatives | 21 Aug 2026 | Confidence grade B · data coverage 89% | Simulated demo | |
| EV-SOC-8296 | Vodacom Telecom | Share of conversation — Vodacom Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade A · data coverage 94% | Simulated demo | |
| EV-CV-7736 | Vodacom Telecom | Unanswered purchase questions — Vodacom Demand friction | CV Customer voice panel | -90 open questions | 25 Aug 2026 | Confidence grade B · data coverage 86% | Simulated demo | |
| EV-G-6851 | Telkom Telecom | Average public rating movement — Telkom Review momentum | G Google Reviews | +0.2 rating points | 25 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-G-8470 | Telkom Telecom | Review velocity — Telkom Review volume | G Google Reviews | +37 / week | 26 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-HP-2132 | Telkom Telecom | Public response rate — Telkom Customer recovery | HP HelloPeter | +2 points | 24 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-G-2142 | Telkom Telecom | Search visibility change — Telkom Search visibility | G Google Search | +1.2 | 24 Aug 2026 | Confidence grade D · data coverage 60% | Modelled | |
| EV-G-9523 | Telkom Telecom | Keyword movement — Telkom Ranking movement | G Google Search | Net +3 | 23 Aug 2026 | Confidence grade B · data coverage 83% | Modelled | |
| EV-AI-7577 | Telkom Telecom | Answer-engine recommendation share — Telkom AI recommendation | AI AI prompt test | +3.4 points | 24 Aug 2026 | Confidence grade A · data coverage 95% | Simulated demo | |
| EV-META-9124 | Telkom Telecom | Creative intensity — Telkom Advertising activity | META Meta Ad Library | +2 creatives | 21 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-SOC-1831 | Telkom Telecom | Share of conversation — Telkom Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-CV-7155 | Telkom Telecom | Unanswered purchase questions — Telkom Demand friction | CV Customer voice panel | -86 open questions | 26 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-G-9357 | Rain Telecom | Average public rating movement — Rain Review momentum | G Google Reviews | +0.0 rating points | 24 Aug 2026 | Confidence grade A · data coverage 97% | Simulated demo | |
| EV-G-7738 | Rain Telecom | Review velocity — Rain Review volume | G Google Reviews | +19 / week | 23 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-HP-8452 | Rain Telecom | Public response rate — Rain Customer recovery | HP HelloPeter | +12 points | 24 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-G-9694 | Rain Telecom | Search visibility change — Rain Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade B · data coverage 80% | Modelled | |
| EV-G-8075 | Rain Telecom | Keyword movement — Rain Ranking movement | G Google Search | Net -394 | 26 Aug 2026 | Confidence grade C · data coverage 67% | Modelled | |
| EV-AI-7409 | Rain Telecom | Answer-engine recommendation share — Rain AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-META-5788 | Rain Telecom | Creative intensity — Rain Advertising activity | META Meta Ad Library | +9 creatives | 23 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-SOC-4647 | Rain Telecom | Share of conversation — Rain Conversation share | SOC Public social posts | -0.6 | 24 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-CV-1941 | Rain Telecom | Unanswered purchase questions — Rain Demand friction | CV Customer voice panel | -34 open questions | 25 Aug 2026 | Confidence grade D · data coverage 59% | Simulated demo | |
| EV-G-2035 | Cell C Telecom | Average public rating movement — Cell C Review momentum | G Google Reviews | +0.1 rating points | 26 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-G-6892 | Cell C Telecom | Review velocity — Cell C Review volume | G Google Reviews | +49 / week | 24 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-HP-5246 | Cell C Telecom | Public response rate — Cell C Customer recovery | HP HelloPeter | +5 points | 25 Aug 2026 | Confidence grade C · data coverage 68% | Simulated demo | |
| EV-G-9944 | Cell C Telecom | Search visibility change — Cell C Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade B · data coverage 78% | Modelled | |
| EV-G-5801 | Cell C Telecom | Keyword movement — Cell C Ranking movement | G Google Search | Net +550 | 25 Aug 2026 | Confidence grade B · data coverage 83% | Modelled | |
| EV-AI-8049 | Cell C Telecom | Answer-engine recommendation share — Cell C AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-META-5266 | Cell C Telecom | Creative intensity — Cell C Advertising activity | META Meta Ad Library | +23 creatives | 25 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-SOC-1789 | Cell C Telecom | Share of conversation — Cell C Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-CV-2359 | Cell C Telecom | Unanswered purchase questions — Cell C Demand friction | CV Customer voice panel | -102 open questions | 21 Aug 2026 | Confidence grade C · data coverage 75% | Simulated demo | |
| EV-G-9497 | Checkers Retail | Average public rating movement — Checkers Review momentum | G Google Reviews | -0.2 rating points | 24 Aug 2026 | Confidence grade B · data coverage 81% | Simulated demo | |
| EV-G-4640 | Checkers Retail | Review velocity — Checkers Review volume | G Google Reviews | +57 / week | 26 Aug 2026 | Confidence grade C · data coverage 70% | Simulated demo | |
| EV-HP-3742 | Checkers Retail | Public response rate — Checkers Customer recovery | HP HelloPeter | +13 points | 24 Aug 2026 | Confidence grade C · data coverage 68% | Simulated demo | |
| EV-G-7092 | Checkers Retail | Search visibility change — Checkers Search visibility | G Google Search | +1.2 | 24 Aug 2026 | Confidence grade C · data coverage 66% | Modelled | |
| EV-G-2949 | Checkers Retail | Keyword movement — Checkers Ranking movement | G Google Search | Net -101 | 21 Aug 2026 | Confidence grade C · data coverage 63% | Modelled | |
| EV-AI-7661 | Checkers Retail | Answer-engine recommendation share — Checkers AI recommendation | AI AI prompt test | +3.4 points | 25 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-META-4602 | Checkers Retail | Creative intensity — Checkers Advertising activity | META Meta Ad Library | +17 creatives | 24 Aug 2026 | Confidence grade A · data coverage 96% | Simulated demo | |
| EV-SOC-6369 | Checkers Retail | Share of conversation — Checkers Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-CV-4013 | Checkers Retail | Unanswered purchase questions — Checkers Demand friction | CV Customer voice panel | -117 open questions | 23 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-G-2803 | Shoprite Retail | Average public rating movement — Shoprite Review momentum | G Google Reviews | -0.2 rating points | 23 Aug 2026 | Confidence grade D · data coverage 59% | Simulated demo | |
| EV-G-4422 | Shoprite Retail | Review velocity — Shoprite Review volume | G Google Reviews | +71 / week | 24 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-HP-5140 | Shoprite Retail | Public response rate — Shoprite Customer recovery | HP HelloPeter | +8 points | 26 Aug 2026 | Confidence grade C · data coverage 66% | Simulated demo | |
| EV-G-9882 | Shoprite Retail | Search visibility change — Shoprite Search visibility | G Google Search | +1.2 | 24 Aug 2026 | Confidence grade C · data coverage 76% | Modelled | |
| EV-G-2501 | Shoprite Retail | Keyword movement — Shoprite Ranking movement | G Google Search | Net -55 | 25 Aug 2026 | Confidence grade C · data coverage 67% | Modelled | |
| EV-AI-8751 | Shoprite Retail | Answer-engine recommendation share — Shoprite AI recommendation | AI AI prompt test | +3.4 points | 25 Aug 2026 | Confidence grade C · data coverage 71% | Simulated demo | |
| EV-META-6244 | Shoprite Retail | Creative intensity — Shoprite Advertising activity | META Meta Ad Library | +10 creatives | 21 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-SOC-1303 | Shoprite Retail | Share of conversation — Shoprite Conversation share | SOC Public social posts | -0.6 | 23 Aug 2026 | Confidence grade C · data coverage 69% | Simulated demo | |
| EV-CV-3045 | Shoprite Retail | Unanswered purchase questions — Shoprite Demand friction | CV Customer voice panel | -82 open questions | 26 Aug 2026 | Confidence grade C · data coverage 65% | Simulated demo | |
| EV-G-9594 | Pick n Pay Retail | Average public rating movement — Pick n Pay Review momentum | G Google Reviews | +0.4 rating points | 21 Aug 2026 | Confidence grade B · data coverage 84% | Simulated demo | |
| EV-G-2213 | Pick n Pay Retail | Review velocity — Pick n Pay Review volume | G Google Reviews | +6 / week | 23 Aug 2026 | Confidence grade C · data coverage 65% | Simulated demo | |
| EV-HP-9843 | Pick n Pay Retail | Public response rate — Pick n Pay Customer recovery | HP HelloPeter | +4 points | 23 Aug 2026 | Confidence grade C · data coverage 71% | Simulated demo | |
| EV-G-1119 | Pick n Pay Retail | Search visibility change — Pick n Pay Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade B · data coverage 83% | Modelled | |
| EV-G-5976 | Pick n Pay Retail | Keyword movement — Pick n Pay Ranking movement | G Google Search | Net +203 | 25 Aug 2026 | Confidence grade B · data coverage 86% | Modelled | |
| EV-AI-9908 | Pick n Pay Retail | Answer-engine recommendation share — Pick n Pay AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-META-1595 | Pick n Pay Retail | Creative intensity — Pick n Pay Advertising activity | META Meta Ad Library | +39 creatives | 26 Aug 2026 | Confidence grade C · data coverage 63% | Simulated demo | |
| EV-SOC-8486 | Pick n Pay Retail | Share of conversation — Pick n Pay Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-CV-8882 | Pick n Pay Retail | Unanswered purchase questions — Pick n Pay Demand friction | CV Customer voice panel | -62 open questions | 24 Aug 2026 | Confidence grade A · data coverage 96% | Simulated demo | |
| EV-G-7077 | Woolworths Retail | Average public rating movement — Woolworths Review momentum | G Google Reviews | +0.3 rating points | 24 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-G-2220 | Woolworths Retail | Review velocity — Woolworths Review volume | G Google Reviews | +23 / week | 26 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-HP-6750 | Woolworths Retail | Public response rate — Woolworths Customer recovery | HP HelloPeter | +6 points | 26 Aug 2026 | Confidence grade B · data coverage 88% | Simulated demo | |
| EV-G-8904 | Woolworths Retail | Search visibility change — Woolworths Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade A · data coverage 94% | Modelled | |
| EV-G-4047 | Woolworths Retail | Keyword movement — Woolworths Ranking movement | G Google Search | Net +297 | 24 Aug 2026 | Confidence grade A · data coverage 91% | Modelled | |
| EV-AI-5031 | Woolworths Retail | Answer-engine recommendation share — Woolworths AI recommendation | AI AI prompt test | +3.4 points | 25 Aug 2026 | Confidence grade B · data coverage 89% | Simulated demo | |
| EV-META-4590 | Woolworths Retail | Creative intensity — Woolworths Advertising activity | META Meta Ad Library | +3 creatives | 26 Aug 2026 | Confidence grade B · data coverage 84% | Simulated demo | |
| EV-SOC-5997 | Woolworths Retail | Share of conversation — Woolworths Conversation share | SOC Public social posts | -0.6 | 24 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-CV-5959 | Woolworths Retail | Unanswered purchase questions — Woolworths Demand friction | CV Customer voice panel | -107 open questions | 21 Aug 2026 | Confidence grade B · data coverage 83% | Simulated demo | |
| EV-G-8305 | SPAR Retail | Average public rating movement — SPAR Review momentum | G Google Reviews | -0.2 rating points | 26 Aug 2026 | Confidence grade C · data coverage 75% | Simulated demo | |
| EV-G-3448 | SPAR Retail | Review velocity — SPAR Review volume | G Google Reviews | +83 / week | 23 Aug 2026 | Confidence grade B · data coverage 78% | Simulated demo | |
| EV-HP-7386 | SPAR Retail | Public response rate — SPAR Customer recovery | HP HelloPeter | +7 points | 25 Aug 2026 | Confidence grade A · data coverage 92% | Simulated demo | |
| EV-G-8092 | SPAR Retail | Search visibility change — SPAR Search visibility | G Google Search | +1.2 | 24 Aug 2026 | Confidence grade A · data coverage 90% | Modelled | |
| EV-G-3235 | SPAR Retail | Keyword movement — SPAR Ranking movement | G Google Search | Net +382 | 26 Aug 2026 | Confidence grade B · data coverage 79% | Modelled | |
| EV-AI-1739 | SPAR Retail | Answer-engine recommendation share — SPAR AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-META-3758 | SPAR Retail | Creative intensity — SPAR Advertising activity | META Meta Ad Library | +23 creatives | 23 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-SOC-9753 | SPAR Retail | Share of conversation — SPAR Conversation share | SOC Public social posts | -0.6 | 23 Aug 2026 | Confidence grade B · data coverage 81% | Simulated demo | |
| EV-CV-3989 | SPAR Retail | Unanswered purchase questions — SPAR Demand friction | CV Customer voice panel | -116 open questions | 21 Aug 2026 | Confidence grade C · data coverage 69% | Simulated demo | |
| EV-G-9294 | Takealot Retail | Average public rating movement — Takealot Review momentum | G Google Reviews | -0.4 rating points | 21 Aug 2026 | Confidence grade A · data coverage 96% | Simulated demo | |
| EV-G-1913 | Takealot Retail | Review velocity — Takealot Review volume | G Google Reviews | +34 / week | 23 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-HP-1487 | Takealot Retail | Public response rate — Takealot Customer recovery | HP HelloPeter | +7 points | 24 Aug 2026 | Confidence grade C · data coverage 67% | Simulated demo | |
| EV-G-2749 | Takealot Retail | Search visibility change — Takealot Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade B · data coverage 85% | Modelled | |
| EV-G-6892 | Takealot Retail | Keyword movement — Takealot Ranking movement | G Google Search | Net +487 | 24 Aug 2026 | Confidence grade D · data coverage 58% | Modelled | |
| EV-AI-3784 | Takealot Retail | Answer-engine recommendation share — Takealot AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade A · data coverage 94% | Simulated demo | |
| EV-META-3583 | Takealot Retail | Creative intensity — Takealot Advertising activity | META Meta Ad Library | +31 creatives | 23 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-SOC-3946 | Takealot Retail | Share of conversation — Takealot Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-CV-8294 | Takealot Retail | Unanswered purchase questions — Takealot Demand friction | CV Customer voice panel | -54 open questions | 21 Aug 2026 | Confidence grade A · data coverage 96% | Simulated demo | |
| EV-G-3332 | Hollywoodbets Betting & Gaming | Average public rating movement — Hollywoodbets Review momentum | G Google Reviews | -0.3 rating points | 24 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-G-7475 | Hollywoodbets Betting & Gaming | Review velocity — Hollywoodbets Review volume | G Google Reviews | +16 / week | 26 Aug 2026 | Confidence grade A · data coverage 93% | Simulated demo | |
| EV-HP-9931 | Hollywoodbets Betting & Gaming | Public response rate — Hollywoodbets Customer recovery | HP HelloPeter | +5 points | 25 Aug 2026 | Confidence grade C · data coverage 67% | Simulated demo | |
| EV-G-8215 | Hollywoodbets Betting & Gaming | Search visibility change — Hollywoodbets Search visibility | G Google Search | +1.2 | 26 Aug 2026 | Confidence grade C · data coverage 71% | Modelled | |
| EV-G-9834 | Hollywoodbets Betting & Gaming | Keyword movement — Hollywoodbets Ranking movement | G Google Search | Net -464 | 21 Aug 2026 | Confidence grade C · data coverage 76% | Modelled | |
| EV-AI-4490 | Hollywoodbets Betting & Gaming | Answer-engine recommendation share — Hollywoodbets AI recommendation | AI AI prompt test | +3.4 points | 26 Aug 2026 | Confidence grade C · data coverage 64% | Simulated demo | |
| EV-META-8391 | Hollywoodbets Betting & Gaming | Creative intensity — Hollywoodbets Advertising activity | META Meta Ad Library | +13 creatives | 25 Aug 2026 | Confidence grade A · data coverage 95% | Simulated demo | |
| EV-SOC-7884 | Hollywoodbets Betting & Gaming | Share of conversation — Hollywoodbets Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-CV-6940 | Hollywoodbets Betting & Gaming | Unanswered purchase questions — Hollywoodbets Demand friction | CV Customer voice panel | -66 open questions | 26 Aug 2026 | Confidence grade A · data coverage 90% | Simulated demo | |
| EV-G-8669 | Betway Betting & Gaming | Average public rating movement — Betway Review momentum | G Google Reviews | +0.0 rating points | 21 Aug 2026 | Confidence grade C · data coverage 67% | Simulated demo | |
| EV-G-7050 | Betway Betting & Gaming | Review velocity — Betway Review volume | G Google Reviews | +39 / week | 26 Aug 2026 | Confidence grade C · data coverage 72% | Simulated demo | |
| EV-HP-6236 | Betway Betting & Gaming | Public response rate — Betway Customer recovery | HP HelloPeter | +5 points | 25 Aug 2026 | Confidence grade C · data coverage 66% | Simulated demo | |
| EV-G-1906 | Betway Betting & Gaming | Search visibility change — Betway Search visibility | G Google Search | +1.2 | 25 Aug 2026 | Confidence grade B · data coverage 88% | Modelled | |
| EV-G-3525 | Betway Betting & Gaming | Keyword movement — Betway Ranking movement | G Google Search | Net +19 | 26 Aug 2026 | Confidence grade A · data coverage 91% | Modelled | |
| EV-AI-7087 | Betway Betting & Gaming | Answer-engine recommendation share — Betway AI recommendation | AI AI prompt test | +3.4 points | 24 Aug 2026 | Confidence grade C · data coverage 63% | Simulated demo | |
| EV-META-5132 | Betway Betting & Gaming | Creative intensity — Betway Advertising activity | META Meta Ad Library | +36 creatives | 24 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-SOC-4271 | Betway Betting & Gaming | Share of conversation — Betway Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade B · data coverage 79% | Simulated demo | |
| EV-CV-2981 | Betway Betting & Gaming | Unanswered purchase questions — Betway Demand friction | CV Customer voice panel | -104 open questions | 25 Aug 2026 | Confidence grade C · data coverage 73% | Simulated demo | |
| EV-G-6508 | Supabets Betting & Gaming | Average public rating movement — Supabets Review momentum | G Google Reviews | +0.4 rating points | 23 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-G-2365 | Supabets Betting & Gaming | Review velocity — Supabets Review volume | G Google Reviews | +28 / week | 26 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-HP-3875 | Supabets Betting & Gaming | Public response rate — Supabets Customer recovery | HP HelloPeter | +2 points | 26 Aug 2026 | Confidence grade A · data coverage 97% | Simulated demo | |
| EV-G-3287 | Supabets Betting & Gaming | Search visibility change — Supabets Search visibility | G Google Search | +1.2 | 24 Aug 2026 | Confidence grade D · data coverage 61% | Modelled | |
| EV-G-4906 | Supabets Betting & Gaming | Keyword movement — Supabets Ranking movement | G Google Search | Net -59 | 25 Aug 2026 | Confidence grade B · data coverage 80% | Modelled | |
| EV-AI-5110 | Supabets Betting & Gaming | Answer-engine recommendation share — Supabets AI recommendation | AI AI prompt test | +3.4 points | 26 Aug 2026 | Confidence grade B · data coverage 88% | Simulated demo | |
| EV-META-8623 | Supabets Betting & Gaming | Creative intensity — Supabets Advertising activity | META Meta Ad Library | +31 creatives | 23 Aug 2026 | Confidence grade D · data coverage 61% | Simulated demo | |
| EV-SOC-5196 | Supabets Betting & Gaming | Share of conversation — Supabets Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade D · data coverage 58% | Simulated demo | |
| EV-CV-8100 | Supabets Betting & Gaming | Unanswered purchase questions — Supabets Demand friction | CV Customer voice panel | -56 open questions | 26 Aug 2026 | Confidence grade B · data coverage 82% | Simulated demo | |
| EV-G-3017 | World Sports Betting Betting & Gaming | Average public rating movement — World Sports Betting Review momentum | G Google Reviews | +0.3 rating points | 24 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-G-1398 | World Sports Betting Betting & Gaming | Review velocity — World Sports Betting Review volume | G Google Reviews | +37 / week | 23 Aug 2026 | Confidence grade C · data coverage 72% | Simulated demo | |
| EV-HP-4216 | World Sports Betting Betting & Gaming | Public response rate — World Sports Betting Customer recovery | HP HelloPeter | +8 points | 25 Aug 2026 | Confidence grade B · data coverage 78% | Simulated demo | |
| EV-G-7818 | World Sports Betting Betting & Gaming | Search visibility change — World Sports Betting Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade C · data coverage 76% | Modelled | |
| EV-G-6199 | World Sports Betting Betting & Gaming | Keyword movement — World Sports Betting Ranking movement | G Google Search | Net -74 | 21 Aug 2026 | Confidence grade D · data coverage 61% | Modelled | |
| EV-AI-2483 | World Sports Betting Betting & Gaming | Answer-engine recommendation share — World Sports Betting AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade C · data coverage 65% | Simulated demo | |
| EV-META-6984 | World Sports Betting Betting & Gaming | Creative intensity — World Sports Betting Advertising activity | META Meta Ad Library | +23 creatives | 21 Aug 2026 | Confidence grade C · data coverage 62% | Simulated demo | |
| EV-SOC-8709 | World Sports Betting Betting & Gaming | Share of conversation — World Sports Betting Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade B · data coverage 83% | Simulated demo | |
| EV-CV-5801 | World Sports Betting Betting & Gaming | Unanswered purchase questions — World Sports Betting Demand friction | CV Customer voice panel | -39 open questions | 25 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-G-3367 | Toyota Automotive | Average public rating movement — Toyota Review momentum | G Google Reviews | -0.1 rating points | 24 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-G-4986 | Toyota Automotive | Review velocity — Toyota Review volume | G Google Reviews | +5 / week | 25 Aug 2026 | Confidence grade C · data coverage 68% | Simulated demo | |
| EV-HP-8680 | Toyota Automotive | Public response rate — Toyota Customer recovery | HP HelloPeter | +3 points | 26 Aug 2026 | Confidence grade B · data coverage 78% | Simulated demo | |
| EV-G-3514 | Toyota Automotive | Search visibility change — Toyota Search visibility | G Google Search | +1.2 | 21 Aug 2026 | Confidence grade A · data coverage 96% | Modelled | |
| EV-G-1895 | Toyota Automotive | Keyword movement — Toyota Ranking movement | G Google Search | Net -5 | 26 Aug 2026 | Confidence grade B · data coverage 87% | Modelled | |
| EV-AI-4933 | Toyota Automotive | Answer-engine recommendation share — Toyota AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade D · data coverage 59% | Simulated demo | |
| EV-META-8240 | Toyota Automotive | Creative intensity — Toyota Advertising activity | META Meta Ad Library | +19 creatives | 26 Aug 2026 | Confidence grade B · data coverage 78% | Simulated demo | |
| EV-SOC-8859 | Toyota Automotive | Share of conversation — Toyota Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-CV-1263 | Toyota Automotive | Unanswered purchase questions — Toyota Demand friction | CV Customer voice panel | -56 open questions | 23 Aug 2026 | Confidence grade C · data coverage 69% | Simulated demo | |
| EV-G-7248 | VW Automotive | Average public rating movement — VW Review momentum | G Google Reviews | -0.4 rating points | 23 Aug 2026 | Confidence grade B · data coverage 86% | Simulated demo | |
| EV-G-2391 | VW Automotive | Review velocity — VW Review volume | G Google Reviews | +48 / week | 25 Aug 2026 | Confidence grade C · data coverage 67% | Simulated demo | |
| EV-HP-5471 | VW Automotive | Public response rate — VW Customer recovery | HP HelloPeter | +5 points | 25 Aug 2026 | Confidence grade B · data coverage 85% | Simulated demo | |
| EV-G-3573 | VW Automotive | Search visibility change — VW Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade A · data coverage 91% | Modelled | |
| EV-G-1954 | VW Automotive | Keyword movement — VW Ranking movement | G Google Search | Net +340 | 21 Aug 2026 | Confidence grade A · data coverage 96% | Modelled | |
| EV-AI-9954 | VW Automotive | Answer-engine recommendation share — VW AI recommendation | AI AI prompt test | +3.4 points | 21 Aug 2026 | Confidence grade A · data coverage 92% | Simulated demo | |
| EV-META-8419 | VW Automotive | Creative intensity — VW Advertising activity | META Meta Ad Library | +30 creatives | 21 Aug 2026 | Confidence grade A · data coverage 91% | Simulated demo | |
| EV-SOC-7544 | VW Automotive | Share of conversation — VW Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade C · data coverage 70% | Simulated demo | |
| EV-CV-4504 | VW Automotive | Unanswered purchase questions — VW Demand friction | CV Customer voice panel | -77 open questions | 21 Aug 2026 | Confidence grade B · data coverage 78% | Simulated demo | |
| EV-G-7186 | Ford Automotive | Average public rating movement — Ford Review momentum | G Google Reviews | +0.4 rating points | 25 Aug 2026 | Confidence grade C · data coverage 68% | Simulated demo | |
| EV-G-8805 | Ford Automotive | Review velocity — Ford Review volume | G Google Reviews | +68 / week | 26 Aug 2026 | Confidence grade B · data coverage 81% | Simulated demo | |
| EV-HP-3187 | Ford Automotive | Public response rate — Ford Customer recovery | HP HelloPeter | +14 points | 24 Aug 2026 | Confidence grade A · data coverage 95% | Simulated demo | |
| EV-G-5703 | Ford Automotive | Search visibility change — Ford Search visibility | G Google Search | +1.2 | 23 Aug 2026 | Confidence grade A · data coverage 97% | Modelled | |
| EV-G-1560 | Ford Automotive | Keyword movement — Ford Ranking movement | G Google Search | Net -54 | 26 Aug 2026 | Confidence grade A · data coverage 94% | Modelled | |
| EV-AI-2836 | Ford Automotive | Answer-engine recommendation share — Ford AI recommendation | AI AI prompt test | +3.4 points | 25 Aug 2026 | Confidence grade C · data coverage 66% | Simulated demo | |
| EV-META-1019 | Ford Automotive | Creative intensity — Ford Advertising activity | META Meta Ad Library | +40 creatives | 21 Aug 2026 | Confidence grade C · data coverage 71% | Simulated demo | |
| EV-SOC-1814 | Ford Automotive | Share of conversation — Ford Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade D · data coverage 60% | Simulated demo | |
| EV-CV-2290 | Ford Automotive | Unanswered purchase questions — Ford Demand friction | CV Customer voice panel | -70 open questions | 26 Aug 2026 | Confidence grade A · data coverage 92% | Simulated demo | |
| EV-G-7693 | Hyundai Automotive | Average public rating movement — Hyundai Review momentum | G Google Reviews | +0.4 rating points | 23 Aug 2026 | Confidence grade B · data coverage 79% | Simulated demo | |
| EV-G-2836 | Hyundai Automotive | Review velocity — Hyundai Review volume | G Google Reviews | +85 / week | 25 Aug 2026 | Confidence grade C · data coverage 74% | Simulated demo | |
| EV-HP-3110 | Hyundai Automotive | Public response rate — Hyundai Customer recovery | HP HelloPeter | +9 points | 26 Aug 2026 | Confidence grade B · data coverage 80% | Simulated demo | |
| EV-G-2016 | Hyundai Automotive | Search visibility change — Hyundai Search visibility | G Google Search | +1.2 | 25 Aug 2026 | Confidence grade B · data coverage 78% | Modelled | |
| EV-G-6159 | Hyundai Automotive | Keyword movement — Hyundai Ranking movement | G Google Search | Net -401 | 21 Aug 2026 | Confidence grade B · data coverage 81% | Modelled | |
| EV-AI-1223 | Hyundai Automotive | Answer-engine recommendation share — Hyundai AI recommendation | AI AI prompt test | +3.4 points | 23 Aug 2026 | Confidence grade B · data coverage 89% | Simulated demo | |
| EV-META-7882 | Hyundai Automotive | Creative intensity — Hyundai Advertising activity | META Meta Ad Library | +34 creatives | 24 Aug 2026 | Confidence grade C · data coverage 76% | Simulated demo | |
| EV-SOC-7171 | Hyundai Automotive | Share of conversation — Hyundai Conversation share | SOC Public social posts | -0.6 | 25 Aug 2026 | Confidence grade C · data coverage 77% | Simulated demo | |
| EV-CV-5657 | Hyundai Automotive | Unanswered purchase questions — Hyundai Demand friction | CV Customer voice panel | -19 open questions | 24 Aug 2026 | Confidence grade D · data coverage 59% | Simulated demo | |
| EV-G-7550 | Kia Automotive | Average public rating movement — Kia Review momentum | G Google Reviews | -0.1 rating points | 26 Aug 2026 | Confidence grade B · data coverage 84% | Simulated demo | |
| EV-G-9169 | Kia Automotive | Review velocity — Kia Review volume | G Google Reviews | +18 / week | 21 Aug 2026 | Confidence grade B · data coverage 87% | Simulated demo | |
| EV-HP-7983 | Kia Automotive | Public response rate — Kia Customer recovery | HP HelloPeter | +5 points | 23 Aug 2026 | Confidence grade C · data coverage 75% | Simulated demo | |
| EV-G-2565 | Kia Automotive | Search visibility change — Kia Search visibility | G Google Search | +1.2 | 26 Aug 2026 | Confidence grade B · data coverage 79% | Modelled | |
| EV-G-6708 | Kia Automotive | Keyword movement — Kia Ranking movement | G Google Search | Net +498 | 23 Aug 2026 | Confidence grade C · data coverage 66% | Modelled | |
| EV-AI-1520 | Kia Automotive | Answer-engine recommendation share — Kia AI recommendation | AI AI prompt test | +3.4 points | 26 Aug 2026 | Confidence grade C · data coverage 62% | Simulated demo | |
| EV-META-2513 | Kia Automotive | Creative intensity — Kia Advertising activity | META Meta Ad Library | +23 creatives | 23 Aug 2026 | Confidence grade B · data coverage 83% | Simulated demo | |
| EV-SOC-3514 | Kia Automotive | Share of conversation — Kia Conversation share | SOC Public social posts | -0.6 | 21 Aug 2026 | Confidence grade A · data coverage 96% | Simulated demo | |
| EV-CV-7650 | Kia Automotive | Unanswered purchase questions — Kia Demand friction | CV Customer voice panel | -97 open questions | 26 Aug 2026 | Confidence grade A · data coverage 92% | Simulated demo |
Grading
What a confidence grade means
- · A — directly observed, reproducible, multi-source
- · B — observed with one dependency or a partial window
- · C — modelled from a representative sample
- · D — early signal, published only with the grade shown
Coverage
When we refuse to publish
Below the methodology coverage threshold we publish “insufficient data” instead of a score. A thin evidence base is not the same as poor performance, and we will not let a gap read like a judgement.
Right of reply
Dispute a record
Any company can dispute a record. Disputes carry a reviewer, an SLA, a before-and-after value and a published resolution.