You didn't pick your AI platform. Your company did.
This guide shows you how to get the same outcomes on ChatGPT, Claude, Gemini, Copilot, and Perplexity. All features referenced are available on business plans.
Every major AI platform now offers roughly the same seven capabilities. The names are different. The UX varies. But the jobs they do? Nearly identical. Here's what to use—and when—no matter which platform you're on.
1. Quick chat
"I just need a fast answer"
The text box. You ask, it answers. No setup, no memory, no rules. Good for one-off tasks where speed matters more than consistency.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Chat | General-purpose, huge plugin ecosystem |
| Claude | Chat | Long documents, nuanced writing |
| Gemini | Chat + Live Mode | Real-time web, multimodal (camera, voice) |
| Copilot | Chat | In-app help inside Word, Excel, Teams |
POV: If your work lives in Microsoft 365, Copilot's in-app chat is the fastest path. Same goes for Gemini if you're a Google Workspace shop. The point isn't which chat is "best"—it's using the one already in your workflow.
2. Deep research
"I need a researched answer, not a guess"
You give the AI a complex question and it goes to work—running multiple searches, visiting dozens of sites, reading documents, and compiling a cited report. This takes minutes, not seconds.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Deep Research | Long-form reports with inline citations |
| Claude | Research Mode | Web + internal files + connected apps |
| Gemini | Deep Research | Org data + trusted web sources |
| Copilot | Researcher Agent | Org data + trusted web sources |
| Perplexity | Pro Search + Deep Research | Purpose-built answer engine, heavily sourced |
POV: Perplexity pioneered this category and is still the cleanest pure research tool. But the real differentiator is what data the tool can access beyond the web. Claude pulls from your connected apps. Copilot searches your company's SharePoint and email. Gemini taps your Google Drive and internal documents. If your question involves internal data, the platform already connected to it wins.
3. Co-creation canvas
"I need to edit this with AI, not just read its output"
Instead of a scrolling chat, the AI opens a workspace next to your conversation. You and the AI co-edit documents, code, or visuals—highlighting specific sections to revise without regenerating everything.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Canvas | Doc & code co-editing with interactive previews; slide creation |
| Claude | Artifacts | Interactive previews—HTML, React, dashboards |
| Gemini | Canvas | Interactive doc editing & code previews; slide creation; export to Google Docs |
| Copilot | Pages | Real-time multiplayer doc editing |
POV: The capabilities split here. All handle text co-editing except Claude. ChatGPT, Claude, and Gemini render working code previews—Copilot doesn't. And only Copilot lets multiple people edit the same doc in real time.
4. Scheduled tasks
"I want this to run without me"
You write a prompt, set a schedule, and the AI runs it automatically—daily, weekly, whatever cadence you set. The first step away from manual prompting.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Scheduled Prompts | Recurring prompts on a schedule |
| Claude | Scheduled Tasks | Recurring prompts on a schedule |
| Gemini | Scheduled Actions / Flows | Recurring prompts + multi-step flows |
| Copilot | Scheduled Prompts | Recurring prompts on a schedule |
POV: These all work the same way: write a prompt, set a cadence, it runs. All four connect to apps like Outlook and Gmail to generate summaries, draft emails, or surface what you missed. Gemini goes a step further—Workspace Studio lets you create scheduled flows that interact with multiple Workspace apps in a single run. This is the tier where most people stop, and where five minutes of setup saves hours every week.
5. Custom assistants
"I'm tired of re-explaining myself"
You build a single-purpose AI teammate with a specific role, tone, and knowledge base. It remembers your rules every time so you stop pasting the same instructions into every conversation. Share it with colleagues to standardize how your team works.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Custom GPTs | Shareable bots with files + instructions; call with @ |
| Gemini | Gems | Shareable bot with files + instructions; can connect to NotebookLM |
| Copilot | Agents | Shareable bots with files + instructions; call with @ |
| Claude | No equivalent | Use Projects or build Skills for repeatable tasks |
POV: ChatGPT, Gemini, and Copilot all let you build custom assistants and share them with colleagues—making them true AI teammates. ChatGPT and Copilot let you call them mid-conversation with @. Gemini's Gem + NotebookLM combo auto-updates when source docs change, which nobody talks about enough. Claude doesn't have the same assistant functionality, but Skills (called with /) can handle many of the same repeatable tasks.
6. Persistent workspaces
"I need AI that remembers the whole project"
Dedicated project spaces where you upload documents, set instructions, and the AI maintains context across sessions—for weeks or months. Some support team access so multiple people work from the same AI brain.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Projects | Team collaboration on shared AI context |
| Claude | Projects | Team collaboration on shared AI context |
| Gemini | NotebookLM | Grounded in your docs; creates audio, video, infographics + more; supports team collaboration |
| Copilot | Notebooks | Team collaboration on shared AI context |
POV: NotebookLM is underrated. If your problem is "I need answers only from these 12 documents," it's the most focused tool across all platforms—and it keeps expanding what it can produce from your source material. Claude wins on raw context size. NotebookLM wins on source document volume and output variety. All four support team sharing on their business plans.
7. Autonomous execution
"I want AI to do the work, not just advise"
AI that takes action. Not answering questions or drafting text—actually executing multi-step processes, manipulating files, navigating software, and completing workflows with minimal human input.
| Platform | Tool | Best for |
|---|---|---|
| ChatGPT | Skills | Repeatable task execution triggered by description match |
| Claude | Skills | Repeatable task execution triggered by description match; ships with pre-built skills across marketing, sales, finance, docs, slides, and more |
| Claude | Cowork | Continuous working sessions on your local files |
| Claude | Computer Use | Direct mouse/keyboard control of desktop apps |
| Gemini | Workspace Agents | Cross-app automation across Google ecosystem |
| Copilot | Autonomous Agents | Trigger-based enterprise workflows with audit trails |
POV: Claude has three distinct tools here. Skills run proven playbooks automatically. Cowork reads and writes your actual files across a full session. Computer Use takes the wheel on your desktop—clicking, typing, navigating like a human. That range is ahead of the field right now, and all three come with business accounts. But Cowork and Computer Use are built for individual power users, not teams. If you need governance and audit trails, Copilot Studio and Gemini Workspace Agents are designed for that.
Where to start
- Just chatting? Use your company's preferred chat. They're all fine.
- Need a researched answer? Use your company's deep research tool. Check whether it can search internal data too.
- Need an interactive workspace? Capabilities diverge here. The Canvas tools and Pages handle text. The Canvas tools and Artifacts also support live code. Pick based on what you need to produce.
- Want a daily briefing or weekly summary? Set up one scheduled task this week. Any platform. Five minutes of setup.
- Repeating the same task 3x/week? Build a custom assistant and share it with your team.
- Long-running project? Create a persistent workspace with your core docs and share it with your team.
- Ready for AI to take action? Get to know the agentic tools on your company's platform.
The bottom line
The platform doesn't (really) matter. Knowing how to use the right tools does.
Most vendors have a version of these seven capabilities. The people getting real results aren't on the "right" tool—they've configured the one they have.
