Real ChatGPT answer · index seedesYLnmFD3ewcompleteB2B software · AI and automation toolsinformational
What is the easiest way to estimate monthly LLM token budgets before launching a new customer-facing chatbot project?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the easiest way to estimate monthly LLM token budgets before launching a new customer-facing chatbot project?
1 real search · 1 real-search pass
LLM token estimation prompt caching input output tokens official documentation pricing token counting OpenAI AnthropicGoogle ↗
OBSERVEDOther / navigational
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
LLM token estimation prompt caching input output tokens official documentation pricing token counting OpenAI Anthropic Google ↗
- Understanding and counting tokens · help.openai.com
- Counting tokens · developers.openai.com
- Prompt caching · developers.openai.com
- Pricing · platform.claude.com