Our frontend is lagging because of slow AI tool responses, what are the most effective payload optimization techniques I can apply today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our frontend is lagging because of slow AI tool responses, what are the most effective payload optimization techniques I can apply today?
1 real search · 1 real-search pass
AI tool calling latency optimization payload size streaming structured outputs caching batching frontend best practices 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
AI tool calling latency optimization payload size streaming structured outputs caching batching frontend best practices 2026 Google ↗
- Latency optimization · developers.openai.com
- AI App Architecture for Startups · learn.microsoft.com
- Production best practices · developers.openai.com