How can a marketer use Cursor?
Use Cursor as the workspace where your client notes, instructions and data connections live, then let its AI agent pull numbers, draft work and run repeatable checks inside that folder. Claude and ChatGPT fill in for drafting and thinking out loud. A person still approves anything that spends money or goes live.
Cursor is sold as a code editor. For marketing, what matters is that its agent can read a folder of files, run scripts, and connect to outside tools.
The setup that makes it useful
Put each client in its own folder: context, meeting notes, past decisions, and the files you hand over. The agent reads that before it works, so it does not start from zero each time.
Write repeatable jobs down as instructions, like a weekly search-term review or a page audit, so they run the same way every time. Connect the tools the job needs: ads, analytics, Search Console, SEO data, your task board.
One folder per client
Context and history in files the agent reads first.
Written instructions
Repeatable jobs saved once and reused.
Connected tools
Ad, analytics and search data pulled in, not pasted in.
A person approves
The agent proposes; spend and publishing wait for review.
What this looks like at Levered
| Job | How it runs |
|---|---|
| Weekly search-term review | Terms pulled from Google Ads, sorted by the agent, negatives proposed, a person approves before anything is added |
| Choosing which page to rewrite | Search Console and Ahrefs pulled into the same workspace, pages ranked by impressions and position |
| Client meeting follow-up | Meeting notes filed into the client folder, next steps drafted for review |
| First drafts | Claude or ChatGPT for page copy, ad variants and outlines; edited before anything ships |
Who this is for
Do it yourself if
- You like building your own setup and have time to maintain it.
- You know what good marketing work looks like and can review the output.
Hand it to Levered if
- You want the results, not the setup.
- You need several services running this week.
- You want a person accountable for what ships. (Team training is custom; book a call.)
Named results
4
Client workstreams at once
Aux Insights: one embedded operator across four PE-consulting clients.
3.6×
Return on ad spend
Colonial Heart: $8,040 in spend, 35 patients matched to clinic records, $29,121 attributed in the first 115 days.
+277%
New paid orders, year over year
PE-held industrial distributor: 5.5 to 20.8 new paid customers a month.
How it works
- 01
Connect the accounts.
Ads, analytics, site, CRM, whatever is live. The work happens in your systems.
- 02
Week one is real work.
The first week is free and scoped to low-risk changes, so the work starts inside your stack instead of in a slide deck.
- 03
Pick a plan.
Every plan is the full stack. Plans change how many services move at once and how often you get a strategy call.
- 04
One project is one service.
Setup, ongoing work, measurement and iteration. Inside it, ask for anything. A new service is a new project. Swaps are free.
Weekly plans
Growth I
$450 / week
$1,600 / month · Save 10%
- Full stack
- Projects at once: 2
- Strategy call: 30 min every 2 weeks
- Vendor oversight: none
- First week free
Growth II
$900 / week
$3,200 / month · Save 10%
- Full stack
- Projects at once: 4
- Strategy call: 30 min every 2 weeks
- Vendor oversight: 1
- First week free
Growth Lead
$1,800 / week
$6,400 / month · Save 10%
- Full stack
- Projects at once: 6
- Strategy call: 30 min every week
- Vendor oversight: 2
- First week free
Monthly is prepaid. Vendor oversight means outside vendors and contractors, not your employees. Team training is custom.
Want this run in your accounts?
Book a call if you want to talk first. Get started if you already know you want work to begin.
Common questions
How can a marketer use Cursor?
As the workspace for client context, written instructions and tool connections, with the agent pulling data and drafting work and a person approving what ships.
Do I need to know how to code?
No, but it helps to be comfortable with files and folders. The agent writes and runs the scripts.
Why Cursor instead of just ChatGPT or Claude?
Cursor works on files and tools on your computer, so the context and connections persist. Chat apps are better for quick drafts and thinking.
Is it safe to connect ad accounts?
Use read access where you can and require review before any change that spends money.
Can Levered teach my team?
Yes. Team training is custom. Book a call. Read the free playbook
Can Levered just do the work instead?
Yes. That is the service: first week free, then $450, $900 or $1,800 a week.