AI & Automation6 min read

What Is Claude Ads? The Ad-Audit Skill, Explained

Wissam Hallak

Wissam Hallak

Oct 8, 2026
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What Is Claude Ads? The Ad-Audit Skill, Explained

Last updated: October 8, 2026. Facts checked against the project's GitHub repository and documentation.

TL;DR

Claude Ads is a free, open-source Claude Code plugin that audits paid advertising accounts across 12 platforms, including Meta, Google Ads, TikTok and LinkedIn. It is an independent project by developer Agrici Daniel, published under the MIT license, and it is not an Anthropic product. It is read-only by default, and while v2 can apply some changes after explicit approval, it does not run or optimize your campaigns continuously.

Definition: Claude Ads

Claude Ads is an independent, open-source Claude Code plugin that audits paid-ad accounts and drafts recommended fixes. It is not made or endorsed by Anthropic, and it diagnoses your ads rather than operating them day to day.

Claude Ads at a glance (October 2026)

QuestionAnswer
What it isA Claude Code plugin containing a suite of paid-media Agent Skills, invoked with /ads
Who makes itAgrici Daniel, an independent developer (AgriciDaniel/claude-ads on GitHub)
Official Anthropic product?No. Its docs say it is "not affiliated with, endorsed by, or sponsored by Anthropic"
CostThe plugin is free (MIT). Claude Code needs a paid Claude plan (Pro is $20/month or $200/year)
Platforms12, including Meta, Google, YouTube, LinkedIn, TikTok, Microsoft, Amazon and Reddit
Data it usesExports, screenshots or pasted metrics by default; live reads depend on the installed adapter and your permissions
Can it change campaigns?Read-only by default. Per the README, live writes stay disabled until a specific operation passes approval, verification and rollback gates
Latest releasev2.0.2, September 10, 2026

What is Claude Ads?

Claude Ads is a paid-media audit and planning plugin that runs inside Claude Code. You type /ads audit all or a shortcut like /ads meta, and Claude works through structured, platform-specific controls instead of improvising.

It uses Anthropic's Agent Skills format: a skill is a folder with a SKILL.md file that gives Claude instructions for one job. The Claude Ads repository packages many of them: a main /ads skill, a dedicated skill and audit worker for each platform, shared references and a scoring engine. It also drafts plans, creative briefs and reports, saved as JSON and rendered to Markdown, HTML or PDF.

Dated facts matter here. According to the release notes, v2.0.0 (July 13, 2026) expanded coverage to 12 platforms, read-only by default; v2.0.2 (September 10, 2026) is the latest release. The public repository is the project's open-source mirror; its changelog says canonical development moved to a private AI Marketing Hub repository. Audit-check counts have changed across versions, and the current repository gives no fixed total.

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Is Claude Ads an official Anthropic product?

No. Claude Ads is an independent, third-party project. The project's documentation states it is "not affiliated with, endorsed by, or sponsored by Anthropic."

Three things people mean by "Claude ads"

  1. The Claude Ads plugin covered here.
  2. Ads inside Claude. On February 4, 2026, Anthropic said Claude will stay ad-free, with no sponsored links in conversations and no advertiser influence on answers.
  3. Forks and look-alikes. Older copies named claude-ads make different claims, so confirm you are reading AgriciDaniel/claude-ads.

How much does Claude Ads cost?

The plugin is free. It is MIT-licensed, and its docs say there is "no paid tier of the plugin itself," no Claude Ads account and no Claude Ads server.

You pay for Claude Code. As of October 2026, Claude's pricing page lists Pro at $20 month to month, or $200 per year, and Max from $100/month. Claude Code is included in Pro, Max, Team and Enterprise, not in the free plan, and it shares your plan's usage limits. For how Claude's plans compare for ad work, see our Meta AI vs Claude for Meta Ads comparison.

What can Claude Ads do, and what stays human-controlled?

Claude Ads diagnoses and drafts. It does not run your account continuously. In v2, some supported changes can be applied, but only after you approve them.

What Claude Ads does and doesn't do (v2, October 2026)

JobClaude AdsWhat that means in practice
Audit accounts across 12 platformsYesControls marked pass, fail, unknown or not applicable
Score account healthYesHealth and evidence coverage are scored separately
Draft plans, briefs and experimentsYesOutput is a draft for a human to review
Read live account dataPartlyDepends on the installed adapter, credentials and platform permissions
Apply changesGatedNeeds a tested capability, explicit IDs, a before/after diff, owner approval and a rollback plan (per the repository)
Monitor and optimize 24/7NoIt is a skill you invoke in Claude Code, not a managed always-on service
Optimize to margins or break-even ROASNot built inIts benchmark references cover CPC, CTR, CVR, ROAS and ACOS; profit context only exists if you supply it

Expert note: why "unknown" is the most useful word in the report

In Claude Ads, "unknown" never counts as "pass." Missing evidence lowers coverage instead of inflating the health score. Per the repository, a report with 80% or more coverage is graded, 60 to 79% is provisional, and under 60% is marked as insufficient evidence.

So interpret a health score alongside its coverage. In Meta accounts, what an export can't show tends to sit in measurement (pixel, Conversions API, attribution), where gaps can conceal performance problems. A high score with low coverage likely means the audit didn't see enough, not that the account is fine.

The Audit-to-Action Ladder

We call it the Audit-to-Action Ladder: four capability layers, each adding something the layer below lacks.

The Audit-to-Action Ladder

LayerCore capabilityHuman involvementExample
1. DiagnoseFind and score problemsReviews findingsClaude Ads /ads audit
2. DraftPropose plans and changesApproves the planClaude Ads /ads plan, --draft modes
3. ExecuteApply specific approved changesApproves each action or batchClaude + a Meta Ads MCP with write permissions; Claude Ads gated changes
4. OperateMonitor and optimize continuouslySets policies and exceptionsAn AI media buyer such as Nova

Claude Ads is strongest at Diagnose and Draft. In v2, some supported operations can reach Execute after explicit approval, but it is not a continuous operator.

For Execute, you can connect Claude to Meta through the official Meta Ads MCP or a managed connector such as the AdAdvisor MCP server, which carries business context like AOV and break-even ROAS into Claude's tools. Google's official Google Ads MCP server is read-only in its current release, so it supports Diagnose rather than Execute. See our guides to using Claude for Meta Ads with MCP and how to use Claude for Facebook Ads.

Our view: for most advertisers, the audit is not the bottleneck. Acting on it, consistently, is. A free audit tool lowers the software cost of finding problems, but not the labor of validating and fixing them.

When is Claude Ads enough, and when do you need an execution layer?

Claude Ads is likely enough if you have time to review findings and apply fixes yourself. Pair it with our AI audit process or the 40-check Meta Ads audit checklist, then act through Claude and an MCP connection.

You likely need an operating layer when the account changes faster than you can re-audit it, since delivery can shift as auction conditions, budgets and creative response change. Nova, AdAdvisor's own product, is a profit-first, approval-first AI media buyer that runs your Meta ads 24/7 inside the guardrails you set, with Iris, its creative AI manager. Per AdAdvisor's Nova page, it starts in Suggest mode, where "nothing executes until you tap approve," and uses your break-even ROAS as a guardrail in scaling decisions. It covers Meta only, so it complements a multi-platform audit. As of October 2026, AdAdvisor pricing runs from a free tier and MCP-only plans at $19.99/month to Nova at $199/month ($75 for the invite-only Founding 100).

Frequently asked questions

Claude Ads is a free, open-source Claude Code plugin that audits paid advertising accounts across 12 platforms and drafts recommended fixes. It is an independent project by Agrici Daniel, published under the MIT license.
No. Its documentation says it is not affiliated with, endorsed by, or sponsored by Anthropic. It runs in Claude Code, which is compatibility, not endorsement.
The plugin is free. You need a paid Claude plan that includes Claude Code, such as Pro ($20 month to month or $200 per year), Max from $100/month, or a Team or Enterprise plan.
Mostly it audits and drafts. It is read-only by default and does not optimize campaigns continuously. In v2, supported changes can be applied only after explicit approval, with verification and rollback in place.
As of v2 (July 2026), 12: Google Ads, Meta Ads, YouTube, LinkedIn, TikTok, Microsoft Advertising, Apple Ads, Amazon Ads, Reddit, Pinterest, Snapchat and X.
Claude Ads is a structured audit and planning plugin that mostly works from data you supply. A Meta Ads MCP connection can expose live reporting and management tools to Claude, depending on your authorization and enabled permissions. A practical workflow is to use Claude Ads for diagnosis and a separately authorized tool, or an agent like Nova, for approved actions.
No. By default you provide exports, screenshots or pasted metrics. Live access is optional and depends on the platform adapter. The setup guidance says credential values are never stored in profiles or reports; secrets stay in environment variables, an OS keychain or a secret manager.

Summary

Claude Ads is an independent, MIT-licensed Claude Code plugin for auditing and planning paid media across 12 platforms, not an Anthropic product. It is read-only by default, with supported changes gated behind explicit approval and rollback. Its strength is structured diagnosis; continuous optimization still needs a human workflow, an MCP execution layer or an operating agent. AdAdvisor builds that last layer with more than 8 years in media buying, over $60M in managed ad spend, and an ex-Meta engineer on the team.

Sources

Wissam Hallak

Written by

Wissam Hallak

Co-Founder of AdAdvisor and Owner of Wesso Digital. Paid Ads Specialist.