How does the Microsoft Copilot integration inside Excel actually perform when you ask it to analyze messy sales data for a small retail business owner?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the Microsoft Copilot integration inside Excel actually perform when you ask it to analyze messy sales data for a small retail business owner?
3 real searches · 1 real-search pass
Microsoft Copilot in Excel analyze data requirements tables limitations clean data Python 2026Google ↗
OBSERVEDInstruction
Microsoft support Copilot in Excel analyze data formulas charts pivot tables data formatting requirementsGoogle ↗
OBSERVEDInstruction
Microsoft Copilot Excel known limitations accuracy data analysis messy dataGoogle ↗
OBSERVEDReason
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)
Classes come from the query-classifier (a local Laya model). 2 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
Microsoft Copilot in Excel analyze data requirements tables limitations clean data Python 2026 Google ↗
Microsoft support Copilot in Excel analyze data formulas charts pivot tables data formatting requirements Google ↗
Microsoft Copilot Excel known limitations accuracy data analysis messy data Google ↗
- Get started with Copilot in Excel · support.microsoft.com
- Get data insights with Copilot in Excel · support.microsoft.com
- Microsoft Copilot in Excel · adoption.microsoft.com
- Use built-in skills and skills created by Microsoft with Copilot in Excel · support.microsoft.com
- Get direct answers to your data analysis questions · support.microsoft.com
- Get direct answers to your data analysis questions · support.microsoft.com
- Frequently asked questions about Copilot in Excel · support.microsoft.com
- Frequently asked questions about Copilot in Excel · support.microsoft.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft Copilot in Excel analyze data requirements tables limitations clean data Python 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Microsoft support Copilot in Excel analyze data formulas charts pivot tables data formatting requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Microsoft Copilot Excel known limitations accuracy data analysis messy data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |