The performance and paid media agency problem
Client knowledge lives in heads and in fifteen tools. When the team changes or the client count grows, context is rebuilt by hand and promises get lost. For this kind of agency it shows up as:
- Spend and cost per lead drift between weekly checks.
- Ad fatigue is noticed after performance has already dropped.
- Why a number moved depends on decisions made on calls.
- Reports are rebuilt by hand every month.
The AI teammate for this work
The Performance Analyst acts as a media buyer. It checks every paid media account at 06:00, explains what changed and drafts the work. It watches cost per lead, spend pace and ad fatigue, and reads Google Ads and Meta reports along with the Client Brain.
Ask why a client’s cost per lead rose last week and it answers with the number, the change against target and the causes with their records: a budget move decided on the weekly call, and two ad sets wearing out with frequency up and click rate down.
It asks before anything reaches a client or spends money, reads only its own client’s brain and attaches dates and source records to every number it cites.
Workflows to start with
Describe the task once in plain English and it runs for every client. Three that fit this kind of agency:
| Workflow | The prompt |
|---|---|
| Performance watch | Every morning, check Meta spend and CAC. If it is above target, diagnose it, draft a fix, and rotate creatives after approval. |
| UGC video ads | When Meta ads start fatiguing, write new hooks in the brand voice, generate creator videos, get approval and launch on TikTok and Meta. |
| Monthly report | Pull Google Ads and GA4 results, write in each client’s voice, email after review. |
Every run keeps a record with its duration and AI cost, and failed steps keep the verified work before them.
Tools it connects to
Google Ads, Meta, TikTok Ads, LinkedIn Ads, Google Analytics, Slack and your project tool. RevSmith connects to more than a thousand apps through each provider’s own authorisation flow and never asks for passwords.
What to measure
- Cost per lead or CAC against target
- Spend pace against budget
- Creative fatigue (frequency and click-through trend)
- Time from signal to fix
Pick two of these, measure them for a month before and after adopting a workflow, and keep the one that moved.
What the whole workspace gives you
- A Company Brain for how your agency works and a Client Brain for each client.
- Pages: build a client screen once and use it on every client.
- A founder command centre ranking which clients need attention today.
- Approvals tied to an exact version, with a history of every action.
Frequently asked questions
Does the AI change my ad budgets on its own?
No. Anything that spends money waits for a named approver.
Which ad platforms connect?
Google Ads, Meta, TikTok Ads and LinkedIn Ads, among more than a thousand apps. Confirm your exact setup in a demo.
How does it know the target?
Targets live in each client’s Client Brain, so the teammate checks results against them.
How much does RevSmith cost?
We are onboarding agencies now and set terms with each agency during onboarding, so there is no public price list yet. Book a 15-minute demo with the founder and ask.