Agencies do not need “more dashboards.”

They need fewer places to check, fewer reports to rebuild, and fewer repetitive fixes sitting in someone’s Monday morning queue.

That is where Google Ads MCP starts to matter.

With HireOtto, an agency can connect Google Ads to AI clients like Claude, ChatGPT, Cursor, or Make.com, then manage account work through natural language. Reporting, audits, search terms, budgets, negatives, PMax, extensions, change history — all inside the same workflow.

Not magic. Not “AI runs your agency while you nap.”

More like giving every PPC operator a reliable ops assistant who never says, “Can you remind me where that report lives?”

Why agencies feel the pain first

A single-account marketer can survive inside the Google Ads UI.

It may be annoying. It may involve too many tabs. But it is survivable.

Agencies live in a different world.

They are not managing one account. They are managing many.

That means:

  • more client contexts

  • more MCC layers

  • more recurring reports

  • more “quick checks”

  • more budget pacing issues

  • more search term cleanup

  • more change history questions

  • more chances to miss something small but expensive

The problem is not that Google Ads lacks data.

The problem is that agency work turns data into repetition.

You check the same things across different accounts. You export similar reports. You scan for the same hygiene issues. You make similar edits. Then you do it again next week.

At five clients, this is manageable.

At 25 clients, it becomes an operating system problem.

At 100 clients, it becomes archaeology with invoices.

What is Google Ads MCP for agencies?

Google Ads MCP lets AI tools interact with Google Ads through the Model Context Protocol.

In plain English: it gives your AI assistant a safe, structured way to work with your Google Ads accounts.

With HireOtto, that means your agency can ask things like:

Run a daily ops audit for account [CUSTOMER_ID].
Pull campaign, search terms, geo, and device performance for last month.
Export the full report to CSV.
What changed in this account over the last 14 days?
Show campaign and ad group level changes.
Add these wasted search terms as exact match negatives to campaign [CAMPAIGN_ID].

HireOtto supports Google Ads access through OAuth, can work with MCC access, and supports multiple Google logins for deeper MCC hierarchies or accounts spread across different Gmail profiles. Multiple profiles require the Agency plan.

That last part matters.

Because agency account access is rarely clean.

It is usually some mix of:

  • your agency MCC

  • client-owned MCCs

  • direct account access

  • legacy Gmail logins

  • “please use this other email”

  • nested manager accounts from 2019 nobody wants to touch

HireOtto does not make that mess disappear.

But it gives your AI workflow a cleaner way to work through it.

The real agency use case: faster ops loops

Most AI-for-ads conversations jump straight to campaign strategy.

That sounds exciting. It also skips the boring work where agencies actually lose time.

The real agency win is not:

“AI, create my entire growth strategy.”

It is:

“AI, check 12 accounts, flag what changed, export the messy stuff, and help me fix the obvious issues.”

That is the agency ops loop.

Check → understand → decide → act.

HireOtto fits well here because it is not only read-only. It can also help make supported changes after you inspect the output.

That distinction matters.

A read-only tool can tell you the kitchen is on fire.

A read/write workflow can also hand you the extinguisher.

Workflow 1: Run a daily ops audit across accounts

The cleanest agency workflow is the daily ops audit.

HireOtto’s daily ops audit checks two things:

  1. Budget pacing — campaigns over- or underspending versus daily budget

  2. Wasteful search terms — zero-conversion queries sorted by cost

The default flags are over 150% or under 50% of daily budget, and the search term waste list can be exported to CSV.

Use it when you want a morning scan across active clients.

Run the daily ops audit for account [CUSTOMER_ID].

For stricter pacing:

Run yesterday's ops audit for [CUSTOMER_ID].
Flag campaigns over 130% spend or under 60%.
Show wasteful search terms with zero conversions, sorted by cost.

For larger accounts:

Run the daily ops audit for account [CUSTOMER_ID].
Use csv_only and export the full wasted search terms list.

For multiple accounts:

Run the daily ops audit for account [CUSTOMER_ID_1].

Then run it for [CUSTOMER_ID_2].

Then run it for [CUSTOMER_ID_3].

Summarize only urgent issues across all three accounts.

This is not a replacement for strategy.

It is a smoke alarm.

You still decide what matters. But you stop manually walking through every room with a candle.

Workflow 2: Pull client-ready reports faster

Reporting is where agency time quietly disappears.

Not because reporting is hard. Because every client needs a slightly different version of the truth.

One wants campaign performance. Another wants search terms. Another wants geo breakdown. Another wants “why did CPL move last week?” Another wants everything in CSV because their founder likes spreadsheets.

HireOtto supports reporting across campaign, ad group, keyword, search terms, geo, device, impression share, conversions, demographics, and PMax surfaces. The tools reference also supports output modes like summary, summary plus CSV, and CSV-only for larger pulls.

A useful agency reporting prompt:

Pull last month's Google Ads performance for account [CUSTOMER_ID].

Include:
- campaign performance
- ad group performance
- keyword performance
- search terms
- geo performance
- device performance
- impression share

Summarize the biggest wins, risks, and wasted spend.
Export the detailed data to CSV.

For a weekly client pulse:

Pull performance for the last 7 days for [CUSTOMER_ID].

Compare it to the previous 7 days.

Focus on:
- spend
- conversions
- CPA
- conversion rate
- search term waste
- impression share changes

Give me a short client update in plain English.

For an internal account manager view:

Pull campaign and search terms performance for [CUSTOMER_ID] this week.

Group findings into:
1. urgent fixes
2. optimizations worth testing
3. no-action observations

Export search terms to CSV.

The important part is not the report. It is the compression.

You move from “pull data, clean data, interpret data, write update” to “ask, inspect, refine, send.” That is a much better agency loop.

Workflow 3: Find wasted search terms and act quickly

Search terms are one of the easiest agency wins.

They are also one of the easiest things to postpone.

Because search term review feels small. Then you multiply it by 30 accounts. Suddenly “small” has a calendar invite.

HireOtto can pull search terms, surface wasted spend, export CSVs, and help add negatives afterward. The daily optimization docs show the same flow: audit first, then adjust budgets or add negatives from the same conversation.

Use this prompt:

Pull search terms for account [CUSTOMER_ID] over the last 30 days.

Find terms with:
- cost above [AMOUNT]
- conversions below 1
- poor relevance to the campaign theme

Group them by campaign.

Suggest which terms should be added as exact match negatives.
Do not make changes yet.

Then, after review:

Add these as exact match negatives to campaign [CAMPAIGN_ID]:

"[TERM_1]"
"[TERM_2]"
"[TERM_3]"

For agency workflows, that “do not make changes yet” line is useful.

It keeps AI in the analyst seat first. Then the PPC operator stays in the editor seat.

That is where the best work happens.

Workflow 4: Check what changed before a client call

Every agency has lived this moment:

Client: “Why did performance drop?”

You: “Let me check.”

Translation: “I am about to enter the change history mines.”

HireOtto supports change history in two levels: a quick scan showing touched campaigns/ad groups, and a detailed timeline with field-level changes, timestamps, and editor information for recent periods. It also supports CSV export for larger timelines.

Prompt:

Show me what changed in account [CUSTOMER_ID] over the last 14 days.

Focus on:
- campaign status changes
- budget changes
- bidding changes
- ad group changes
- keyword status changes
- ad changes

Summarize what likely affected performance.
Export the detailed timeline to CSV.

For client calls:

Review change history for [CUSTOMER_ID] last week.

Create a short client-facing explanation of meaningful changes.
Separate internal notes from client-safe notes.

This is especially useful when multiple people touch the same account.

Internal teams. Freelancers. Client-side marketers. That one enthusiastic founder.

Change history helps you avoid guessing.

Workflow 5: Manage PMax without losing the plot

Performance Max is useful.

It is also very good at hiding things behind polished surfaces.

For agencies, the core PMax problem is not just creation. It is visibility.

You need to know:

  • which campaigns are working

  • which asset groups are carrying weight

  • which assets look weak

  • what search terms are surfacing

  • where placements or feed types may matter

  • whether new asset groups should be added

HireOtto’s docs show support for PMax campaign creation, asset groups, asset group assets, audience signals, search themes, brand assets, and PMax reporting surfaces.

Useful prompt:

Analyze PMax performance for account [CUSTOMER_ID] over the last 30 days.

Include:
- campaign performance
- asset group performance
- asset strength
- asset performance
- search terms
- placements if available

Tell me:
1. what is working
2. what looks weak
3. what needs a creative refresh
4. what needs deeper review

To add a new asset group:

Add a new asset group called "[ASSET_GROUP_NAME]" to PMax campaign [CAMPAIGN_ID].

Use these themes:
- [THEME_1]
- [THEME_2]
- [THEME_3]

Use the provided headlines, descriptions, images, and logo URLs below.

To avoid duplicate creative work:

List existing assets for asset group [ASSET_GROUP_ID].

Identify reusable assets that can be attached to the new asset group.
Do not upload duplicates.

Workflow 6: Manage extensions and reusable assets

Extensions are not glamorous.

But they are often the difference between a clean account and an account held together by good intentions.

HireOtto supports managing extension-style assets such as sitelinks, callouts, structured snippets, call assets, and price assets. These can be created once, linked at supported account, campaign, or ad group levels, and reused without recreating duplicates.

Prompt:

List extension assets for account [CUSTOMER_ID].

Show:
- sitelinks
- callouts
- structured snippets
- call assets
- price assets

Group them by where they are linked.
Flag missing or inconsistent coverage across campaigns.

To create and link:

Create these callout assets:

"[CALLOUT_1]"
"[CALLOUT_2]"
"[CALLOUT_3]"

Then link them to campaign [CAMPAIGN_ID].

For agency QA:

Review extension assets across active campaigns in [CUSTOMER_ID].

Find campaigns missing sitelinks or callouts.
Suggest what should be added before launch.

This is exactly the kind of work AI should help with.

Not because it is intellectually impossible. Because it is operationally annoying.

Workflow 7: Use multiple Google logins without losing access

Agency account access is rarely linear.

Sometimes one Gmail has the agency MCC.
Sometimes another Gmail has direct access to a client MCC.
Sometimes a nested MCC blocks visibility.

HireOtto resolves direct Google Ads accounts and child accounts directly under an MCC. For deeper nested manager hierarchies, you can connect another Google login with direct access to the inner MCC. Multiple Google profiles are supported on the Agency plan.

Prompt:

Connect another Google account.
Call it "client_level1_mcc".

After OAuth:

Refresh my Google Ads accounts.

Or for a specific login:

Refresh accounts for [EMAIL].

Good profile names help.

Use names like: agency_mcc, client_ops, jane_gmail, client_level1_mcc

Avoid clever names.

Future-you does not want to debug dragon_account_final_final.

A practical agency operating rhythm

Here is a simple weekly rhythm agencies can use.

Daily

Run the daily ops audit for [CUSTOMER_ID].
Show pacing issues and wasted search terms.
Export wasteful terms to CSV.

Twice a week

Pull search terms for [CUSTOMER_ID].
Find high-cost, zero-conversion queries.
Suggest exact match negatives by campaign.
Do not apply changes yet.

Weekly

Pull weekly performance for [CUSTOMER_ID].
Compare to the previous week.
Summarize wins, risks, and recommended actions.

Before client calls

Review change history for [CUSTOMER_ID] over the last 14 days.
Summarize meaningful changes in client-safe language.

Before launches

Review campaign setup for [CUSTOMER_ID].
Check budgets, bidding, geo, networks, keywords, ads, negatives, and extensions.
Flag anything risky before launch.

Monthly

Pull monthly performance across campaign, keyword, search terms, geo, device, and impression share.

Create:
1. executive summary
2. performance drivers
3. wasted spend review
4. next-month action plan
5. CSV exports for backup

This is where agencies get leverage.

Not from one giant AI miracle.

From 20 small loops that stop eating your week.

Where Google Ads MCP fits in an agency stack

Most agencies already have a stack.

They use:

  • Google Ads UI

  • Looker Studio

  • Sheets

  • Slack

  • project management tools

  • client decks

  • reporting dashboards

  • automation tools

  • AI assistants

Google Ads MCP should not replace all of that.

It should sit between your AI assistant and your ad accounts.

Think of it as the operating layer.

The UI remains there for deep inspection.
Dashboards remain useful for clients.
Sheets remain useful because civilization has accepted them.
But repetitive PPC work moves into conversation.

That is the shift.

Dashboards show you what happened.

MCP workflows help you do something about it.

What agencies should not automate blindly

Important caveat.

Do not let AI make account changes without review.

Especially across client accounts.

Use AI to:

  • pull data

  • summarize patterns

  • find anomalies

  • draft reports

  • suggest negatives

  • prepare changes

  • create first drafts

  • speed up QA

Keep humans responsible for:

  • strategy

  • budgets

  • client context

  • final approvals

  • brand judgment

  • risky account changes

This is not because AI is useless. It is because client trust is expensive.

Do not spend it like a free trial credit.

A simple “first week” rollout plan

Do not roll this out across every account on day one. Start small.

Day 1: Connect and list accounts

Add HireOtto’s server url: https://googleads.hireotto.com/mcp to your AI assistant and then:

Connect my Google Ads account to HireOtto.

Then:

List accessible Google Ads accounts.

Day 2: Pick three test accounts

Choose:

  • one clean account

  • one messy account

  • one active scaling account

Day 3: Run daily ops audits

Run the daily ops audit for [CUSTOMER_ID].
Export wasted search terms to CSV.

Day 4: Pull weekly performance

Pull campaign, ad group, keyword, and search terms performance for [CUSTOMER_ID], last 7 days.

Summarize urgent issues and next actions.

Day 5: Review change history

Show me what changed in [CUSTOMER_ID] over the last 14 days.
Export detailed changes to CSV.

Day 6: Try one controlled write action

For example:

Add these approved exact match negatives to campaign [CAMPAIGN_ID]:

"[TERM_1]"
"[TERM_2]"
"[TERM_3]"

Day 7: Decide your internal SOP

Create one agency prompt pack:

  • daily audit prompt

  • weekly report prompt

  • search terms prompt

  • change history prompt

  • client update prompt

  • launch QA prompt

That becomes your internal Google Ads MCP playbook.

The bigger shift: agencies become editors, not clickers

The best PPC operators are not paid for clicking.

They are paid for judgment.

But the old Google Ads workflow hides judgment under repetitive work.

Open account. Filter. Export. Check. Compare. Click. Update. Repeat.

Google Ads MCP changes the interface.

Instead of spending half your energy navigating the account, you spend more of it deciding what matters.

That is the actual agency advantage.

Not “AI replaces PPC people.”

More like:

❝

AI handles the digging.
Operators handle the judgment.

That is a better division of labour.

And frankly, the robots can have the clicking.

They seem emotionally prepared for it.

Conclusion

Google Ads MCP is especially useful for agencies because agency work is repetitive by nature.

Not simple.

Repetitive.

That difference matters.

A good agency still needs strategy, taste, client context, and judgment. But it should not need a human to manually dig through every account, every report, every search term list, and every change log from scratch.

HireOtto gives agencies a more practical operating layer:

  • audit accounts faster

  • pull reports faster

  • review search terms faster

  • inspect change history faster

  • manage PMax and extensions faster

  • act on approved fixes from the same chat

The future of PPC ops is not a shinier dashboard.

It is fewer dashboards.

And fewer tabs.

And, with some luck, fewer “quick checks” that somehow eat half a morning.

Try HireOtto

HireOtto is a remote Google Ads MCP server for PPC operators.

It lets you manage Google Ads through natural language inside AI clients like Claude, Make, and other MCP-capable tools.

You can use it for reporting, audits, search terms, campaign creation, PMax workflows, extension assets, change history, CSV exports, and controlled account updates.

No separate dashboard.

No Google Cloud setup.

No terminal.

Just connect your Google Ads account and start asking better questions.

Start with one workflow: audit, report, or search terms.

That is usually enough to feel the shift.

Get started here: https://docs.hireotto.com/setup/connect-ai-tool

About Me

I’m Suyash – badminton junkie, ex‑GroupM ad‑ops grunt, first marketer at a B2B SaaS startup, and creator of Hiretto: Google Ads MCP Server.

My mission: think, so you can click less.

Let’s build leverage together.

Keep Reading

© 2026 First Principles Marketing.
Report abusePrivacy policyTerms of use
beehiivPowered by beehiiv