What Are Computer Use Agents?
Traditional AI assistants answer questions. Computer use agents take action. They can:- Break complex goals into subtasks and execute them sequentially
- Call external tools (like Adspirer’s MCP server) to interact with real platforms
- Run for extended periods — minutes, hours, or on a schedule
- Chain web research, data analysis, and platform actions in a single workflow
- Operate autonomously with minimal human intervention
How They Work with Adspirer
Computer use agents connect to Adspirer via — the same protocol used by all Adspirer-compatible AI clients. The agent discovers Adspirer’s 100+ tools and uses them as part of its autonomous workflows. The agent decides which tools to call, in what order, and how to combine results. With Adspirer connected, it has direct access to your ad accounts — no dashboards, no manual steps.Supported Computer Use Agents
Adspirer works with multiple autonomous agents. Each connects via MCP and gets access to the same 100+ tools.| Agent | Auth | Autonomous | Web Research | Best For | Setup Guide |
|---|---|---|---|---|---|
| Perplexity Computer | OAuth | Yes | Yes (native) | Research + campaign creation | Guide |
| Manus | API Key | Yes | Yes | Dashboards, scheduled briefs, deep research | Guide |
| Codex | OAuth | Yes | No | Scheduled monitoring, daily checks | Guide |
| OpenClaw | OAuth / API Key | Semi | No | Pre-configured ad agent, CLI workflows | Guide |
Perplexity Computer
Perplexity Computer orchestrates 19+ AI models to execute complex tasks. Its unique advantage is native web search — it can research competitors, market trends, and industry benchmarks in real-time, then immediately act on that research using Adspirer tools.- Plan required: Perplexity Max (20/mo) for connectors only
- How it connects: Custom connector in Perplexity Computer → Connectors → OAuth
- Skills: Upload
SKILL.mdvia Computer → Skills → + Create skill. Perplexity applies skills automatically when relevant. - Unique capability: Combines real-time search with ad platform actions in a single workflow
Manus
Manus is a general-purpose autonomous agent that can browse the web, write code, and generate interactive dashboards. It connects to Adspirer via API key authentication.- Plan required: Manus account (any tier)
- How it connects: Custom MCP server with API key in Authorization header
- Unique capability: Interactive dashboard generation, scheduled email briefs, 24/7 monitoring
Codex
OpenAI’s Codex operates as a background agent that can run tasks autonomously, including on a schedule.- Plan required: Codex subscription
- How it connects: One-command installer + OAuth
- Unique capability: Scheduled autonomous tasks (e.g., daily performance checks at 8 AM)
OpenClaw
OpenClaw is a CLI-based agent with Adspirer’s skill file pre-bundled. It runs locally on your machine with direct terminal access.- Plan required: OpenClaw (open source)
- How it connects: Plugin install with bundled 14KB skill file
- Unique capability: Pre-configured advertising agent with safety rules built in
Computer Use Agents vs Chat Apps
| Chat Apps (ChatGPT, Claude, Perplexity Search) | Computer Use Agents (Perplexity Computer, Manus, Codex) | |
|---|---|---|
| Interaction | You ask, AI responds | You define a goal, agent executes |
| Duration | Single conversation | Can run for hours or on a schedule |
| Multi-step | You guide each step | Agent plans and executes autonomously |
| Web research | Limited or manual | Built-in (Perplexity, Manus) |
| Dashboards | Text/table output | Interactive charts and reports (Manus) |
| Monitoring | Manual checks | Automated alerts and scheduled briefs |
| Best for | Quick queries, ad-hoc tasks | Complex workflows, ongoing management |
What Computer Use Agents Can Do with Adspirer
| Workflow | What the Agent Does | Which Agents |
|---|---|---|
| Full campaign launch | Research market → find keywords → validate assets → create campaign (PAUSED) | All |
| Cross-platform audit | Pull performance from all platforms → identify waste → recommend optimizations | All |
| Competitor research + action | Search the web for competitor ads → analyze strategy → create campaigns to compete | Perplexity, Manus |
| Daily performance brief | Fetch metrics → format summary → deliver via email or dashboard | Manus, Codex |
| Automated monitoring | Watch for CPA spikes, budget overruns, or ROAS drops → alert you | Manus, Codex |
| Interactive dashboard | Generate charts, KPI cards, and data tables from ad performance data | Manus, Perplexity |
| Budget optimization | Analyze ROAS across campaigns → recommend reallocation → execute after approval | All |
Safety with Autonomous Agents
Autonomous agents acting on your ad accounts sounds risky. Adspirer has multiple safety layers:- All campaigns created PAUSED — No live spend without your review
- OAuth scoping — Agents only get the permissions you authorize
- Read-before-write — Skills enforce research and validation before any creation
- Confirmation gates — Spend-affecting actions require your approval
- No auto-retry — Failed actions stop and report, never retry automatically
- Sandboxed execution — Agents like Perplexity Computer run in secure sandboxes, isolated from your local machine
Getting Started
Perplexity Setup
Connect via OAuth in Perplexity Computer. Search + ads in one agent.
Manus Setup
Connect via API key. Dashboards, briefs, and monitoring.
Codex Setup
One-command install. Scheduled autonomous tasks.
OpenClaw Setup
Pre-configured ad agent with bundled skills.
FAQ
Are computer use agents safe for managing ad spend?
Are computer use agents safe for managing ad spend?
Yes. Adspirer enforces multiple safety layers regardless of which agent connects. All campaigns start PAUSED, spend-affecting actions require confirmation, and OAuth scoping limits what the agent can access. The agent never has direct access to your ad platform credentials.
Which computer use agent is best for advertising?
Which computer use agent is best for advertising?
It depends on your needs. Perplexity Computer is best for research-heavy workflows (competitor analysis + campaign creation). Manus is best for ongoing management (dashboards, scheduled briefs, monitoring). Codex is best for scheduled automation (daily checks, weekly reports). You can use multiple agents with the same Adspirer account.
Do tool calls from computer use agents count against my Adspirer limit?
Do tool calls from computer use agents count against my Adspirer limit?
Yes. All tool calls count against your monthly limit regardless of which agent makes them. A Perplexity Computer workflow that calls 10 Adspirer tools uses 10 calls from your plan.
Can a computer use agent accidentally spend my ad budget?
Can a computer use agent accidentally spend my ad budget?
No. Every campaign Adspirer creates starts in PAUSED status — you must manually enable it. The agent cannot unpause campaigns or increase budgets on existing campaigns. See Capabilities & Limitations for the full list.

