Vanguard

What AI remembers.

W2025_48
Collecting data... (1 week)

Model Coverage

4/12
AI models cite Vanguard

8 models don't know you. Each model reaches millions of users.

See which 12 AI models know you and which don't

84%
AI Memory Score
Across 4 models

AI Model Consensus

How different models remember Vanguard

Model Disagreement
26 / 100
MODERATE disagreement
Score Range
77% - 94%
17 point spread
HIGHESTgemini
+7 vs avg94%
gpt 4o-mini
+4 vs avg91%
LOWESTdeepseek
-10 vs avg77%
Hidden Model 1••%
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AI Memory Score Over Time

Historical performance and 4-week projection. Confidence improves with more data.

0%25%50%75%100%W46
Historical (1 weeks)
Initial projection: 0%