01
Research retrieval
Support detailed fact-finding and comparison without forcing the agent to infer business meaning from marketing copy alone.
- Structured facts and explanations
- Clear provenance
- Domain-specific comparison fields
Registry Surface
Agent Research Optimization
Improve how offers and explanations are surfaced when agents perform deep research, summarization, and recommendation.
Makes businesses easier to shortlist, compare, and trust inside agent-led research flows.
Capability detail
How this surface becomes operational.
02
Recommendation quality
Reduce omission risk by making differentiation and policy legible in durable structured formats.
- Differentiation as data
- Current and timestamped content
- Consistent machine summaries
Machine surfaces
Linked contracts and supporting routes.
Linked surface
/agents/manifest.json
Published route that supports this capability with a canonical contract or adjacent explanation.
Linked surface
/why-now
Published route that supports this capability with a canonical contract or adjacent explanation.
Next move