Real ChatGPT answer · index seeduInkQWL19zccompleteB2B software · AI and automation toolscommercial

Which managed platforms offer the best developer experience for building custom internal chatbots using our company's proprietary Confluence documentation?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which managed platforms offer the best developer experience for building custom internal chatbots using our company's proprietary Confluence documentation?
3 real searches · 1 real-search pass
managed platforms build custom internal AI chatbots Confluence integration developer experience RAG APIs 2026Google ↗
OBSERVEDOther / navigational
Azure AI Foundry Amazon Bedrock Knowledge Bases Google Vertex AI Agent Builder Confluence connector documentationGoogle ↗
OBSERVEDOther / navigational
Glean API Confluence connector custom agents developer platform Dust.tt Confluence integrationGoogle ↗
OBSERVEDInstruction

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 (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
managed platforms build custom internal AI chatbots Confluence integration developer experience RAG APIs 2026 Google ↗
Azure AI Foundry Amazon Bedrock Knowledge Bases Google Vertex AI Agent Builder Confluence connector documentation Google ↗
Glean API Confluence connector custom agents developer platform Dust.tt Confluence integration Google ↗
  1. About connectors · docs.glean.com
  2. Confluence integration with Glean · glean.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
managed platforms build custom internal AI chatbots Confluence integration developer experience RAG APIs 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Azure AI Foundry Amazon Bedrock Knowledge Bases Google Vertex AI Agent Builder Confluence connector documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Glean API Confluence connector custom agents developer platform Dust.tt Confluence integration
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1