Real ChatGPT answer · index seedChmpCCOZK2EcompleteB2B software · AI and automation toolscommercial

We need to build a simple internal support chatbot for our HR team but corporate IT capped our budget at fifty bucks a month.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to build a simple internal support chatbot for our HR team but corporate IT capped our budget at fifty bucks a month.
2 real searches · 1 real-search pass
low cost internal company HR chatbot RAG open source Dify Flowise pricing 2026Google ↗
OBSERVEDComparison
OpenAI API pricing official GPT-4.1 mini embeddings pricingGoogle ↗
OBSERVEDComparison

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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
low cost internal company HR chatbot RAG open source Dify Flowise pricing 2026 Google ↗
OpenAI API pricing official GPT-4.1 mini embeddings pricing Google ↗
  1. Pricing · developers.openai.com
  2. Pricing · developers.openai.com
  3. Flowise · flowiseai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
low cost internal company HR chatbot RAG open source Dify Flowise pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
OpenAI API pricing official GPT-4.1 mini embeddings pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1