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YC AI Visibility Ledger/Topological
OFFICIAL YC DIRECTORY RECORD / SUMMER 2025

Topological

Physics-based foundation models for CAD optimization.

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MARKETB2B -> Engineering, Product and Design

B2B

YC BATCHSummer 2025

Active

LOCATIONSan Francisco, CA, USA

2 team members listed

AI PROFILE SCORE / TWO-MODEL STUDY

66

BLENDED RECOGNITION + MARKET FIT + RECOMMENDATION SIGNAL

ACTIVE YC RANK#455OF 3,048 SCORED
Recognition16/20
Category fit17/20
Buyer fit15/20
Differentiation18/20
Recommendation16/20
UNBRANDED DISCOVERY0/5

Topological appeared spontaneously in 0 of 5 shared market answers. This is retained as a separate signal, not presented as the full company score.