Is ChatGPT Team worth the upgrade over free Gemini for drafting customer onboarding emails and building internal knowledge base workflows quickly?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is ChatGPT Team worth the upgrade over free Gemini for drafting customer onboarding emails and building internal knowledge base workflows quickly?
2 real searches · 1 real-search pass
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)
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
ChatGPT Business (formerly Team) current features pricing shared workspace connectors projects data training 2026 Google ↗
Google Gemini free plan current features Gems NotebookLM business knowledge workflows 2026 Google ↗
- ChatGPT Business: General FAQ · help.openai.com
- Pricing · chatgpt.com
- Learn about Gemini Notebook’s plans · support.google.com
- More ways to work with your team and tools in ChatGPT · openai.com
- Business Pricing · openai.com
- ChatGPT Business release notes · help.openai.com
- Organize your projects with notebooks in Gemini Apps - Computer · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ChatGPT Business (formerly Team) current features pricing shared workspace connectors projects data training 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Gemini free plan current features Gems NotebookLM business knowledge workflows 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |