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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 Chat
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 August 3, 2026

Overall Pulse Score

36
Pulse Score

-8 over this period

A 0-100 index summarizing the tone of 247 relevant public mentions gathered from public online communities across 19 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.

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This week in public discussion

Recent discussion around Microsoft Copilot has trended noticeably negative, with commenters raising persistent concerns about bugs, reliability problems, and interface complaints at notably high rates. Several mentions drew unfavorable comparisons to competitors, and discussions around missing features were also common. Praise did appear, with some commenters highlighting AI quality and specific feature improvements including new Copilot Studio capabilities for enterprise workflows, but positive sentiment was clearly outnumbered. The overall tone reflects a community experiencing more frustration than confidence in the product during this period.

Read the deeper analysis

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.

Ringed points mark weeks with unusually high discussion volume, more than double this product's typical week.

Most-discussed praise

Strong features83
Good integrations59
Easy to use55
AI quality33
Learning curve17

Most-discussed complaints

Bugs65
Reliability45
Missing features31
Compared to rivals26
UI frustrations21

Themes across the selected period, with mention counts.

How Microsoft Copilot compares

Pulse Score over the selected period versus the top tracked competitors in AI Chat.

Where the mentions come from

Share of the 247 relevant public mentions in the selected period, by source.

GitHub93% (230)
Hacker News7% (17)

Sample public mentions

Showing 5 of 247 analyzed public mentions in this period, with links to the original source. We do not reproduce full threads.

Project: Policy Consistency Checker. ### Submission Name Policy Consistency Checker Description Policy Consistency Checker AI-powered SharePoint web part that automatically detects semantic contradictions between policy documents using Azure OpenAI, Cosmos DB vector search, and M...

GitHubMar 16, 2026

Cannot view other users' calendar via WorkIQ — calendars are accessible in Outlook but return empty results. ### Summary When querying other users' calendars through WorkIQ (both via MCP and M365 Copilot), the response returns no meetings found. However, the same calendars are fu...

GitHubMar 4, 2026

[Feature] Support Microsoft 365 Enterprise Copilot (M365 BizChat WebSocket protocol). ### Problem / Use Case The current copilot-web provider only supports personal Microsoft Copilot at copilot.microsoft.com. It uses hardcoded endpoints: Session start: POST https://copilot.micros...

GitHubJun 15, 2026

Intermittent HTTP 500 forwarding to ManagedMcpServer (a365copilotchatmcp / Work IQ Copilot MCP) despite healthy, enabled config. ### Summary Runtime invocations of the **Work IQ Copilot MCP** managed server (a365copilotchatmcp, operation mcp_m365copilot) intermittently fail with ...

GitHubJun 17, 2026

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 :...

GitHubJun 24, 2026

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Deeper analysis

  • Bugs and reliability complaints dominated discussion and far outnumbered any positive themes across the window.
  • Sentiment trended sharply downward from mid-May through late June, with only a brief mid-window recovery before further decline.
  • Opinion was split between commenters engaging constructively with enterprise and developer features and those reporting hands-on technical failures.
  • Competitor comparisons appeared frequently, suggesting many commenters were actively benchmarking the product against alternatives.
Praise themeMentions
Strong features83
Good integrations59
Easy to use55
AI quality33
Learning curve17
Complaint themeMentions
Bugs65
Reliability45
Missing features31
Compared to rivals26
UI frustrations21

Public discussion around Microsoft Copilot over the recent four-week window was dominated by frustration, with complaints outnumbering praise by a wide margin. Bugs and reliability issues each drew the highest complaint counts, and UI grievances were nearly as prevalent, suggesting commenters felt the product was unstable and difficult to work with in its current state. Competitor comparisons also surfaced heavily, with several mentions implying that alternative tools were perceived as more dependable or feature-complete, a framing that added an edge of urgency to the critical tone.

The score trajectory tells a story of meaningful deterioration. Discussion opened the window at a relatively healthy level in mid-May, then dropped sharply before recovering briefly in early June. From that point the direction was consistently downward, reaching its lowest point in late June before stabilizing at a still-low level in late July. The sharpest volume of conversation coincided with some of the steepest score declines, suggesting that a surge of engagement in late May and through June was largely driven by dissatisfied commenters rather than enthusiastic ones.

Praise themes were present but thin. A small number of mentions highlighted AI quality and specific feature releases, and a handful of commenters noted ease of use positively. Discussion around new feature releases in Copilot Studio and Power Platform integrations carried a genuinely interested tone in places, with some commenters curious about workflow implications rather than hostile toward the product.

Opinion was divided most visibly around the product's enterprise and developer positioning. Some commenters engaged substantively with agentic workflow capabilities and governance features, treating these as meaningful developments. Others reported concrete technical failures, including installation errors and UI dialogs that became stuck, which pulled the overall tone downward. The gap between the product's apparent ambitions and the day-to-day experience described by commenters was a recurring undercurrent across the window.

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)
247
Mentions in selected period
247
Weeks in range
19
vs AI Chat average (49)
Below by 13
Pricing
Free tier; paid plans available
Sources
GitHub (230), Hacker News (17)

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Microsoft Copilot

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