Parallel’s Parag Agrawal: Building a New Web for AI Agents
Ex-Twitter CEO Parag Agrawal's Parallel Web Systems is rebuilding search infrastructure natively for AI agents
“human click data is a bug and agent doing work with search should rely on agent feedback not human feedback”
Parag Agrawal has founded Parallel Web Systems, betting that AI agents will conduct search at 1000x human volume and that existing search infrastructure — built around human click signals — is fundamentally mismatched for agent use. The company is rebuilding search indexing, ranking, and business models from the ground up using agent feedback loops instead of human behavioral data. This represents a significant infrastructure-layer bet on the agentic web by a high-profile founder.