Real ChatGPT answer · index seedfJgyM9lsYrkcompleteB2B software · AI and automation toolscommercial

Is Microsoft Copilot actually worth the monthly per-user fee for a small digital agency or should we just stick with standalone AI subscriptions like ChatGPT Plus?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Microsoft Copilot actually worth the monthly per-user fee for a small digital agency or should we just stick with standalone AI subscriptions like ChatGPT Plus?
3 real searches · 1 real-search pass
Microsoft 365 Copilot business pricing per user 2026 official pricing features small businessGoogle ↗
OBSERVEDOther / navigational
ChatGPT Plus pricing business plan official 2026 features data privacyGoogle ↗
OBSERVEDOther / navigational
Microsoft 365 Copilot vs ChatGPT Plus digital agency workflow Word Excel Outlook Teams integration limitationsGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
Microsoft 365 Copilot business pricing per user 2026 official pricing features small business Google ↗
ChatGPT Plus pricing business plan official 2026 features data privacy Google ↗
Microsoft 365 Copilot vs ChatGPT Plus digital agency workflow Word Excel Outlook Teams integration limitations Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Microsoft 365 Copilot business pricing per user 2026 official pricing features small business
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ChatGPT Plus pricing business plan official 2026 features data privacy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Microsoft 365 Copilot vs ChatGPT Plus digital agency workflow Word Excel Outlook Teams integration limitations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1