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Microsoft Copilot

AI-powered chat assistant from Microsoft that helps users write, summarize, answer questions, and generate images.

Primary category: AI Assistants
About this data
This page reflects public online discussion, collected and scored by automated systems and summarized using AI. It is not a statement of fact, not an audit, and not our own opinion of the product. Automated analysis can be incomplete or wrong, and scores carry the limitations described in our methodology. Companies can respond with their own perspective. See how this is calculated.

Updated June 22, 2026

Overall Pulse Score

51
Pulse Score

No change over this period

A 0-100 index summarizing the tone of 210 relevant public mentions gathered from public online communities across 12 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.

Weekly Sentiment Trend

Pulse Score by week over the selected period. Each point is one complete week of mentions.

This week in public discussion

Sentiment around Microsoft Copilot softened over the recent period, with the pulse score slipping from the previous mark amid 159 total mentions. Commenters offered genuine praise for feature depth, integrations with tools like Power Platform, and overall ease of use, with several mentions highlighting positive workflow changes. On the negative side, discussion focused heavily on bugs, reliability concerns, and missing features, with a notable volume of audit findings flagging broken links, connector ambiguity, and deprecated interface elements. Competitor comparisons also surfaced repeatedly in critical threads.

AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.

Sentiment mix by week

How the tone of public discussion splits each week.

PositiveMixedNeutralNegative

Most-discussed praise

Strong features74
Easy to use51
Good integrations48
AI quality32
Learning curve16

Most-discussed complaints

Bugs54
Reliability35
Missing features30
Compared to rivals26
UI frustrations18

Themes across the selected period, with mention counts.

Sample public mentions

Showing 5 of 210 analyzed public mentions in this period, with links to the original source. We do not reproduce full threads.

Vote 000: the attogram corpus ejects Microsoft copilot. Due to repeated violations All copilot msgs lack cryptographic proof Not even an attempt Not even hand wavy Attogram votes: ejection. App removal on all corpus nodes. Ping microsooft

github1 day ago

[mcs-tools] UC #1 "New classic agent" path is blocked: Name your agent dialog can't be cancelled / pop-up gets stuck. ### Which lab? mcs-tools What happened? Following UC #1 with the New experience toggle ON, I selected the chevron next to New Agent → New classic agent and entere...

githubtoday

mcs-workflows: consolidated audit findings (UC1-UC5). ## Lab Audit: mcs-workflows (Workflows) **Run ID:** 2026-06-19T1234Z-9bf9 **Audited commit:** 9b9d9e3 (origin/main) **Accounts:** user.n363t4xc, user.44e6q9az **Phase:** Static + Full Interactive (UC1-UC5) --- Findings Summary...

github6 days ago

Windows Copilot API — diagnostic report. Windows Copilot API — diagnostic report (safe to share: secrets are redacted; skim before posting) == Environment ================================================= python : 3.12.3 (C:\Windows-Copilot-API\venv\Scripts\python.exe) platform :...

github1 day ago

Lab audit: mcs-governance — 3 finding(s) (3H/0M/0L). ## Lab audit: mcs-governance Audit run 2026-06-18T1231Z-b55b (audited revision c0a71b6). This lab creates the same agent three times (Green, Yellow, Red zones), each using the deprecated Home **"What would you like to build?"**...

githubJun 18, 2026

230+ more analyzed mentions, full history, and theme breakdowns are part of Pro.

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Deeper analysis

  • Feature praise and integration enthusiasm dominated positive discussion, but bug and reliability complaints were nearly as voluminous across the window.
  • Sentiment dropped from the prior period and the trajectory showed a sharp decline through the final two high-volume weeks, suggesting growing criticism as reach expanded.
  • Opinion was divided most visibly around the Microsoft ecosystem integration, praised by some commenters and viewed skeptically by others comparing it to competing tools.
  • The gap between positive themes and complaint themes narrowed as discussion volume peaked, pointing to a more critical tone among later and larger audiences.
Praise themeMentions
Strong features74
Easy to use51
Good integrations48
AI quality32
Learning curve16
Complaint themeMentions
Bugs54
Reliability35
Missing features30
Compared to rivals26
UI frustrations18

Discussion around Microsoft Copilot over the past four weeks carried a notably mixed tone, with a current pulse sitting just above the midpoint after a measurable drop from the prior period. Praise was the louder signal in raw theme counts, with commenters frequently highlighting specific features, how the tool fits into existing workflows, and relative ease of use. Integration with broader Microsoft ecosystems drew considerable positive attention, and several mentions pointed to genuine enthusiasm about how Copilot is reshaping development patterns in platforms like Power Automate and Power BI. AI output quality drew a smaller but still present cluster of approving remarks.

The sentiment trajectory across the window was anything but stable. Discussion opened at a middling level, collapsed sharply in early May, then climbed to its most positive point around mid-May before pulling back. A brief recovery in early June gave way to a sustained downward slide through the final two weeks of the window, which also happened to be the highest-volume period. The fact that negativity deepened precisely as more voices joined is a pattern worth noting, suggesting the larger audience skewed more critical.

Complaints centered heavily on bugs and reliability, with those two themes together outweighing any single praise cluster once conversation volume picked up. A meaningful share of discussion involved unfavorable comparisons to competing tools, pointing to a segment of commenters who felt the product fell short of alternatives. Missing features also surfaced repeatedly, often paired with UI frustrations.

Opinion was most divided around the integration story. Some commenters treated deep Microsoft ecosystem ties as a clear strength, while others appeared to see the same tight coupling as a source of friction or a limitation relative to more open alternatives. The learning curve theme appeared in both camps, with a small group treating it as acceptable and others framing complexity as a barrier.

AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.

Member perspectives

Individual opinions from Pro members, posted over time. These are personal member views, not aggregated sentiment data.

Data summary

Total mentions analyzed (all time)
235
Mentions in selected period
210
Weeks in range
12
Pricing
Free tier; paid plans available
Sources
GitHub (197), Hacker News (13)

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