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Trend Analysis

HISTORICAL PERCEPTION TRENDS • MULTI-DIMENSIONAL TRACKING

CONSENSUS SCORE
76+1
AI VISIBILITY
71+1
ALL-TIME HIGH
77
SCAN EVENTS
75

AUTO-INSIGHTS

6 red flags detected across all scans.

FORECAST OUTLOOK · 90 DAYS

Based on 52 historical scans

Improving
78% conf
NOW76
30D77+1
60D78+2
90D79+3
Full forecast
Scan Activity Calendar · ECharts

MASTER TREND

Consensus score · moving average · red flag markers

Score Moving Avg Red Flag
Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Sep 21Sep 21Sep 21Sep 21Sep 21Sep 210255075100

MODEL DIVERGENCE

Per-model perception over time

3 pt spread
Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 230255075100
  • GPT-5
  • GPT-5 Mini
  • Claude Sonnet 4.6
  • Gemini 3 Flash
  • Gemini 3.1 Pro
  • DeepSeek V3

SUB-DIMENSION TRACKING

Brand pillar performance over time

Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 230255075100

VISIBILITY & RANK

Mention rate & top recommendation rate from monitoring

0.74% mentions0.334% top rec
Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 23Aug 2300.20.40.60.8
  • Mention Rate
  • Top Rec Rate