sampled assistants
YC AI Visibility Ledger/Supabase
DEVELOPER INFRASTRUCTURE / S20 RESEARCH BRIEF
Supabase
supabase.com
BREAKOUT SCORE0.0MEASURED SHARE + COVERAGE
measured buyer surfaces
returned across sampled answers
collected 22 Aug 2026
Postgres backend with vector search
Relevant buying surface with room to enter the answer.
best backend for an AI SaaS product
Relevant buying surface with room to enter the answer.
Firebase alternative for HIPAA apps
Relevant buying surface with room to enter the answer.
self-hosted Firebase alternative
Relevant buying surface with room to enter the answer.
backend platform for early-stage startups
Existing relevance that needs stronger independent corroboration.
Turn five measured buyer surfaces into an evidence program.
Make product evidence easy for answer engines to retrieve.
Create fresh decision content around the missing buyer contexts.
Build independent corroboration through outreach and digital PR.
MANAGED GROWTH / SUPABASE
Request Supabase’s growth brief Turn the visible gaps into a verified growth plan.
Get the measured query set, complete citation graph, and a managed execution plan built around Supabase’s category.