Compare the total cost of ownership of Microsoft Copilot versus building a proprietary assistant using Azure OpenAI Service APIs for a 500-person consulting firm.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the total cost of ownership of Microsoft Copilot versus building a proprietary assistant using Azure OpenAI Service APIs for a 500-person consulting firm.
4 real searches · 1 real-search pass
Microsoft 365 Copilot business enterprise pricing per user 2026 official pricingGoogle ↗
OBSERVEDOther / navigational
Azure OpenAI Service pricing token rates 2026 official Azure pricingGoogle ↗
OBSERVEDReason
Microsoft 365 Copilot licensing requirements included features data protection officialGoogle ↗
OBSERVEDOther / navigational
Azure AI Foundry Azure OpenAI pricing provisioned throughput token pricing officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Microsoft 365 Copilot business enterprise pricing per user 2026 official pricing Google ↗
Azure OpenAI Service pricing token rates 2026 official Azure pricing Google ↗
Microsoft 365 Copilot licensing requirements included features data protection official Google ↗
Azure AI Foundry Azure OpenAI pricing provisioned throughput token pricing official Google ↗
- Microsoft Copilot Plans and Pricing—AI for Enterprise · microsoft.com
- What's the difference between Microsoft Copilot (free) and Copilot in Microsoft 365 · support.microsoft.com
- What is Microsoft Copilot? · learn.microsoft.com
- Microsoft Copilot requirements · learn.microsoft.com
- Azure OpenAI Service - Pricing · azure.microsoft.com
- Plan and Manage Costs - Microsoft Foundry · learn.microsoft.com
- Provisioned throughput billing and cost management - Microsoft Foundry · learn.microsoft.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft 365 Copilot business enterprise pricing per user 2026 official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Azure OpenAI Service pricing token rates 2026 official Azure pricing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Microsoft 365 Copilot licensing requirements included features data protection official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Azure AI Foundry Azure OpenAI pricing provisioned throughput token pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |