Lightstep

What AI remembers.

•W2025_48

3 weeks tracked

WINNING+30 pts

Model Coverage

3/12

AI models cite Lightstep

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

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

81%

AI Memory Score

+30%

from last week

Rising

Model Coverage

Which AI models cite Lightstep

Models Responding

2/11

Models Silent

⚠️ Limited data: Only 2 of 11 models cited Lightstep.9 models are silent. This could mean: emerging brand, niche category, or data still collecting.

deepseek61%

gpt 4o-mini57%

🔒 See Which 9 Models Don't Know You

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AI Memory Score Over Time

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

Historical (3 weeks)

Projected (4 weeks)

Confidence band

Limited data: 40%

Projected 4-week trend: 45% → 5%↓ Declining

What AI Trusts You For

STRONG

apm-tools

63%

Your score

of 10

Strong presence

STRONG

error-tracking

54%

Your score

of 12

Strong presence

STRONG

observability-platforms

54%

Your score

#11

of 14

Established player

These are your strongest AI-recognized categories. Build on this foundation.