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Autonomous Ad Ops agents turn Adspirer from a tool you drive into a teammate that works on a schedule. You describe a goal in plain English, pick how often it should run, and the agent monitors your accounts, does the analysis, and proposes every change to an approval queue. You stay in control — nothing spends money or changes a live campaign until you approve it.
Available on Plus, Pro, and Max plans. Agent runs count against your monthly tool-call quota, just like the tools they use. See pricing.

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How it works

1

Describe the goal

In plain English: “Keep my Google Search CPA under $40 and cut wasted spend,” or “Watch all my accounts for broken conversion tracking.” The builder compiles your goal into a concrete operating plan you can review.
2

Set guardrails

Choose the cadence (daily, weekly, or manual), a target metric, and hard limits: maximum budget change per run, maximum number of proposals, and any protected campaigns the agent must never touch. Widening scope or enabling money-moving actions requires an explicit high-risk confirmation.
3

The agent runs on schedule

On each run the agent pulls fresh performance data, analyzes it, and decides what to change — find winners to scale, search terms to add as negatives, budgets to rebalance, CPA/ROAS drift to correct, or broken tracking to flag.
4

You approve every change

Each proposed write lands in your Approvals inbox with the reasoning and the expected impact. Approve or reject from the agent card. Rejections take a one-tap reason chip that teaches the agent why — so it proposes better next time. Approved changes replay exactly once against your account.
5

The agent measures its own impact

After a change is approved, the Impact tab checks whether it actually helped, using your own account data — and feeds that verdict back into the next run. Verdicts only make a causal claim when your data supports it, so you won’t see a misleading “+54% worse” call off a tiny sample.

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What an agent can do

  • Find and scale winners — identify high-ROAS campaigns and propose capped budget increases
  • Cut wasted spend — surface search terms with spend and no conversions, propose them as negative keywords
  • Rebalance budgets — shift spend toward what’s working
  • Guard CPA / ROAS — catch drift against your target and propose corrections
  • Flag broken conversion tracking — so you’re never optimizing blind
  • Recommendations tab — a running list of prioritized, ad-focused suggestions even before you turn on autonomy
The agent proposes; you dispose. Adspirer’s autonomous agents never change your account or spend your budget without your approval. Every write is parked as a proposal until you approve it. This is a hard, server-side gate — not a setting you can accidentally disable.

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Cross-platform agents

A single agent can reason and act across Google, Meta, TikTok, LinkedIn, and Amazon from one goal. For example:

One cross-platform goal spanning three platforms.

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Teach your agent

Upload your own context — brand rules, target CPAs, seasonal calendars, standard operating procedures — and every run grounds its decisions in your documents instead of generic best practices. Your agent proposes changes the way you would.

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Community playbooks

A playbook is an agent’s decision logic — its goal brief, rules, and guardrails — with no account data, budgets, or credentials attached. You can:
  • Share a playbook you’ve tuned so other advertisers can use your approach
  • Fork someone else’s proven playbook onto your own account in one step
Only the strategy travels; your accounts and spend never do. Install counts show which playbooks the community trusts.
Community playbooks (shareable agent strategies) are different from Community Plugins, which are open-source analysis tools that extend Adspirer’s capabilities.

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Notifications & approvals

Proposals appear in your in-app Approvals inbox, and the agent can email you when it has something waiting. Every notification states the real change and, if a run failed, the real reason — grounded in what actually happened, not a canned template. Money-moving actions always route back to an explicit in-product approval.

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FAQ

No. Every write — budget change, pause, new keyword, new campaign — is parked as a proposal and only executes after you approve it in the Approvals inbox. This is enforced on the server, not just in the UI.
Agent Skills teach your AI client the right workflow when you’re actively chatting with it. An Ad Ops agent runs on its own schedule in the background, without you in the chat, and queues its proposals for later approval. Skills make your live sessions expert; agents keep working when you’re away.
Plus, Pro, and Max. Agent runs use your monthly tool-call quota. Higher tiers get more quota for more frequent runs across more accounts.
Yes. A single agent can reason and propose changes across Google, Meta, TikTok, LinkedIn, and Amazon from one goal — for example, capping total spend across three platforms at once.

Community Plugins

Extend Adspirer with open-source, read-only community analysis tools.

Agent Skills Overview

Teach your AI client proven ad-management workflows.

Core Workflows

Step-by-step sequences for campaign creation and optimization.

Pricing & Plans

Quota by tier for agent runs.
Last modified on July 8, 2026