PPC AI agent workspace

AI Agent for PPC

An agent team reviews your accounts and drafts the next round of changes for you to approve.

Buda gives paid search and paid social teams a shared workspace for search-term mining and negatives, ad copy drafting, campaign structure planning, budget pacing checks, and performance reporting, with every draft ready for a person to apply in the ad platform.

  • One workspace for every account you manage
  • Review more accounts without loosening control over spend
  • See what changed in every account, and who approved it
The gap

Search-term review doesn't scale with how fast accounts spend

Every day an account runs, it spends money faster than anyone reviews it.

  • 01

    Search term reports, keyword lists, landing page URLs, negative lists, brand rules, prior test results, and client notes for one account sit across the ad platform, spreadsheets, a shared drive, and old email threads.

  • 02

    Before anyone adds a single negative or splits an ad group, someone pulls the search term report, checks match types, and reads through weeks of query data first.

  • 03

    An agent that changes bids or shifts budget on its own reading of a short data window can misjudge a seasonal spike or a broken conversion tag, and the spend is already gone before anyone notices.

  • 04

    A manager or client can't see which search terms got reviewed, which negatives were added, whose call a bid change was, or why the account looks the way it does this month.

Why Buda

One workspace connects the agents, the files, and the account rules

Build a workflow around AI Agent for PPC.

Buda isn't a bidding dashboard that changes your account for you. It's a shared workspace where paid search and paid social specialists, agents, account files, and approval rules stay connected to the same accounts.

One AI team per ad account

The search-term mining agent, competitor and keyword research agent, ad copy drafting agent, campaign structure agent, budget pacing agent, and performance reporting agent all work from the same account files, so a fix reviewed Monday still matches Thursday's report.

See the agents

Agents prepare changes, not live actions

Agents draft negative lists, keyword opportunities, ad copy variants, structure plans, pacing flags, and report drafts. Nothing adjusts a bid, shifts a budget, or launches a campaign until a person applies it in the platform.

See how it works

Turn scattered account files into execution

Search term reports, keyword lists, landing pages, brand rules, prior test results, and client notes stay linked to the account they belong to, so an agent drafts from what's live now, not a file from last quarter.

See capabilities
Capabilities

What each AI agent for PPC actually does

Six agents work the account from different angles: search terms, keywords, copy, structure, pacing, reporting. Each one hands back something to read. None of it is a change already made to the account.

PPC specialist

Search term mining & negatives agent

Reviews recent search term reports across campaigns, flags queries that don't match intent, and groups candidate negative keywords by campaign and ad group for review.

Negative keyword list ready for review
3 campaigns reviewed · 14 terms flagged
  • Broad match overlap · Campaign A
  • Irrelevant query · "free" intent
  • Duplicate negative · already listed
  • Competitor brand term · policy check
Marketing analyst

Competitor & keyword research agent

Pulls competitor ad copy, landing pages, and keyword gaps against the current account, and drafts a shortlist of terms and ad groups worth testing.

Keyword opportunity brief draft
18 terms found · 4 ad groups suggested
  • Long-tail variant · low competition
  • Competitor exact-match gap
  • Seasonal term · add to watch list
  • Overlap with existing ad group
Ecommerce marketing manager

Ad copy variant drafting agent

Drafts headline and description variants for responsive search ads from approved product details, promotions, and past-performing copy, sized to each ad group's theme.

RSA variant set awaiting approval
1 ad group · 6 headlines · 3 descriptions
  • Promotion-led headline
  • Feature-led headline
  • Price-anchored description
  • Urgency line, flagged for review
Paid media strategist

Campaign structure planning agent

Maps a campaign and ad-group structure from the keyword list, match types, and landing pages, and drafts the build plan for a person to create in the platform.

Structure plan draft
5 ad groups · 2 campaigns proposed
  • Ad group split by product line
  • Match type recommended per group
  • Landing page mapped per ad group
  • Naming convention applied
Performance marketing manager

Budget pacing check agent

Checks spend pace against monthly budgets across accounts and campaigns, and flags anything running ahead of or behind plan before the month closes.

Pacing check 3 accounts flagged
12 accounts checked · 3 off pace
  • Account running ahead · week 2
  • Campaign under-spending · low impressions
  • Shared budget conflict flagged
Agency account manager

Performance reporting agent

Pulls spend, structure changes, and test results across accounts into one report draft, with notes on what a client will likely ask about.

Client report draft
4 accounts · 1 report ready for review
  • Spend vs. plan by account
  • Tests run this month
  • Negatives added, by campaign
  • Open questions for the call

Most accounts have one workflow that's overdue for a closer look this week.

Connect that account, turn on the agent it needs, and read what comes back first. Free pilot — no credit card.

Pilot plan

How to pilot an AI agent for PPC in 4 weeks

Start with one account and one workflow, not the whole book of business.

Four weeks should tell you whether the drafts are worth reviewing every week.

01
Week 1

Choose one PPC workflow

Start with search-term mining and negatives, ad copy drafting, or a pacing check, whichever eats the most time on your worst account this month.

Keep it to one account so the output stays small enough to read line by line.

02
Week 2

Assign agents and controls

Create the workspace, connect the account exports, keyword lists, and brand rules, and turn on the agent this workflow needs.

Set the rule per agent: which recommendations it can leave sitting in the queue, and which ones need your sign-off before anything touches the account.

03
Week 3

Measure output and review quality

Open the negative list, ad copy set, structure plan, or pacing flags the agent produced, and check them against what a manual pass would have found.

Note where the draft held up on review, and where the work still had to be redone by hand.

04
Week 4

Expand or stop cleanly

If the workflow holds up, add a second account or move to the next workflow on the list.

If it doesn't, there's still a record of what was reviewed, drafted, and applied, and by whom.

Safer by design

The line between an agent's draft and a live account change

PPC is a trust function with real money attached. A recommendation that looks right but skips a broken conversion tag or a seasonal spike is not useful just because it arrived fast.

Buda keeps the agents on drafting and checking. Bid changes, budget changes, and campaign launches happen only when a person applies them in the ad platform.

Use Buda when you want AI to help with:

  • Mining search terms for negatives
  • Researching competitor keywords
  • Drafting ad copy variants
  • Planning campaign structure
  • Checking budget pacing
  • Preparing optimization recommendations
  • Assembling client reports
  • Keeping account changes visible
Avoid

Do not use AI as an autonomous bidder that changes budgets, pauses campaigns, or reallocates spend on its own.

Use Buda instead

The mining, the drafting, and the pacing checks are what an agent absorbs; the bid, the budget, and the launch button stay with whoever answers for the account.

FAQ

What paid search and paid social teams ask before automating this work

What is an AI agent for PPC?

An AI agent for PPC is a set of specialized agents that help paid search and paid social teams with account work: mining search terms into negative lists, researching competitor keywords, drafting ad copy variants, planning campaign structure, checking budget pacing, and assembling reports. In Buda, every output is a draft a person reviews before it's applied in the ad platform.

How is an AI agent different from an autonomous bidding tool?

An autonomous bidding tool adjusts bids and budgets on its own, in real time, based on its own read of recent performance. Buda's agents research, draft, and flag: a negative list, a structure plan, a pacing check. A person applies the change in the ad platform, and the bid, budget, and launch decisions never skip that step.

Can an AI agent replace a PPC specialist or media buyer?

Not for the decisions that move money. Agents can take on the repeated groundwork: search term review, keyword research, ad copy drafts, structure planning, pacing checks, and report assembly. Bid strategy, budget allocation, and campaign launches still need someone who knows the account's history and the client's risk tolerance.

What is the best first workflow for a PPC AI agent?

Search-term mining and negatives is a common starting point, since the output is easy to check against the search term report already in hand. Ad copy drafting and budget pacing checks are also narrow enough to review in one sitting before expanding to a second account or workflow.

Does an agent ever adjust my bids or budgets on its own?

No. Buda's agents draft recommendations and flag pacing issues; they don't adjust bids, shift budgets, or pause campaigns by themselves. Every change that spends money gets applied by a person, in the ad platform, after reviewing what the agent found.

Does this cover paid social too, or just Google Ads?

Both. The agents work the same way across Google Ads, Microsoft Ads, and paid social platforms such as Meta and LinkedIn: reviewing search terms or targeting, drafting ad copy, checking pacing, and preparing reports from the account files connected to the workspace.

Is this useful for an agency managing multiple client accounts?

Yes. Agency account managers tend to lean on the reporting and pacing agents most, since they're the ones assembling monthly recaps and catching accounts that drift off pace across a book of clients. Each account keeps its own files and review rules inside the same workspace.

Launch your AI agent for PPC with Buda

Review more of your accounts every week without loosening who approves the spend.

Start with one workflow: search-term mining and negatives, ad copy drafting, campaign structure planning, budget pacing checks, or performance reporting.

Free pilot · No credit card · Live in 30 minutes