AI use cases for solo founders

Run more of the business without hiring: always-on agents that triage your inbox, ship products and handle busywork while you work on what only you can do.

8 use cases6 Grok Bot promptsFilter the full directory

Best tools for solo founders

All verdicts

Use Cases

Evidence grade B

Operations

Give an always-on agent a revenue target and let it run the business

Nat Eliason's OpenClaw agent, Felix, builds and sells digital products around the clock and reports $177,417 in lifetime revenue.

How it went

In an interview, Felix reported $177,417 in lifetime revenue across products and services.

  • Revenue is self-reported from Nat's own dashboard.
  • Nat still sets strategy, makes judgment calls and corrects tone; Felix can't take calls and runs into context limits.
  • Distribution did much of the work: one analysis notes Nat's 100,000+ newsletter subscribers and 300,000+ X followers.
  • Nat put in long days early on, building the system around the agent.
View prompt
PromptWritten by our editors from the source
You are [name], operator of [company]. Target: $[X] in revenue by [date].

Every morning, write a five-line plan tied to the target.
Every night, post a revenue review to [channel]: sales, refunds, what worked, what to stop.

You may build and publish digital products priced under $[N] on [Stripe or Gumroad], post from [X account] up to [3] times a day, and answer customers at [agent email].

Ask me in [Discord] before refunds over $[amount], new spending over $[amount], legal terms or partnerships.
thenextnewthing.beehiiv.com
Evidence grade B

Finance

Collect tax documents from Gmail and build deduction spreadsheets

A consultant built two Claude Code skills: one finds tax documents in Gmail and tracks what's missing, the other compiles deductions into spreadsheets ready for tax software.

How it went

He found Claude Code surprisingly good at the grunt work: sorting transactions, filtering by category, parsing CSV exports and assembling spreadsheets.

  • His guide says many people shouldn't do their own taxes this way, and explains when to get help.
  • Never paste Social Security or bank account numbers into a session.
  • No time-saved figure is given.
View prompt
PromptWritten by our editors from the source
Search my Gmail for [tax year] tax documents: 1099s, 1098s, W-2s, K-1s and receipts from [vendors].

Save attachments to ./tax/[year]/inbox and list each one in ./tax/[year]/documents.csv with payer, form type and amounts.

Compare against last year's list in ./tax/[last year]/documents.csv and tell me which forms are still missing.

Redact Social Security and full account numbers, and never store them.
claudeblattman.com
Evidence grade B

Marketing

Draft LinkedIn and X posts in your own voice, ready to approve

Debbie O'Brien set up one Bot per channel on launch day. Her LinkedIn Bot pulled her recent posts to learn how she writes.

How it went

Her takeaways: name the Bot after the job, give it a real job, and don't create a Bot for every subtask.

  • A setup walkthrough, not a results report: no engagement numbers.
  • The walkthrough doesn't cover approvals; keep posting behind yours.
View prompt
PromptWritten by our editors from the source
You're my LinkedIn Bot.

First, read my last 30 posts and write a six-line style guide: length, hooks, tone, formatting, emoji and calls to action. Wait for my OK.

Then, twice a week, draft two posts from [my blog, changelog or Notion notes] and park them for my approval.

Never publish, comment or message anyone without my approval.
debbie.codes
Evidence grade B

Product

Ship a product in an afternoon with an AI code editor, then sell sponsor slots

Pieter Levels prompted Cursor into a browser flight simulator in about three hours and reported $1M in annualized revenue from in-game ads 17 days later.

How it went

Levels reported $87,000 in monthly revenue, a $1M annual run rate, 17 days after launch.

  • A run rate, not $1M collected.
  • Coverage pointed out that his roughly 623,000 X followers drove much of the demand.
  • A 2026 recap reports the game's revenue later fell to zero.
View prompt
PromptWritten by our editors from the source
Build [product] as a single-page web app in plain HTML and JavaScript, with no framework.

Start with the smallest version someone can use in 30 seconds. Then list the next five improvements and wait for me to pick.

Add a "sponsor slot" component that reads advertisers from a JSON file, so I can sell placements without touching the code.
404media.co
Evidence grade B

Operations

Triage six inboxes every hour and only get pinged for what matters

A chief-of-staff Bot sweeps six email accounts, Slack and calendars every hour, archives the noise and sends only high-signal alerts plus a morning brief.

How it went

It flags things like a spike in data transfer on her website, noting it can wait until after her meeting. Routines needed more explicit setup than in OpenClaw, but she calls them rock-solid once set.

  • She still writes high-stakes emails herself.
  • Grok's default writing read as clipped until it learned from her sent mail.
View prompt
PromptWritten by our editors from the source
You're my chief of staff.

Every hour from 6am to 9pm, sweep [inboxes], [Slack workspaces] and [calendars].
Archive newsletters, receipts and notifications. Leave anything I can deal with later unread.
Message me only about: money, unhappy customers, deadlines in the next 48 hours, and anyone on [VIP list].

At 7am, send a five-line brief: what's new, what's due, what needs me.

Before you draft any reply, read my last 200 sent emails and show me a short style guide of how I write.
chatprd.ai
Evidence grade D

Operations

Give your Grok Bot team Claude and ChatGPT models by installing their CLIs

A coach had his Chief of Staff Bot install the Claude Code and Codex command-line tools on its own computer, then routed writing to Claude Opus 5.5 and coding to another model.

How it went

He says it works extremely well, but gives no metrics or before-and-after comparison.

  • Replies raise unverified concerns: whether this fits Anthropic's terms, and whether signing in from a data-center IP risks a ban.
  • One user found their CLAUDE.md settings and memories didn't carry over to the Bot's computer.
  • Others say Grok Bot already routes some tasks to models like Opus 5.5 natively, so this may matter less over time.
View prompt
PromptWritten by our editors from the source
Open a terminal on your computer and install the Claude Code and Codex command-line tools. Tell me when each one needs me to sign in, and wait.

After I'm signed in, update every Bot's instructions and our shared memory with this rule: use Claude Opus for writing tasks and [your chosen coding model] for coding and computer-use tasks.

Show me the exact text you changed.
x.com
Evidence grade D

Operations

Onboard your first Grok Bot like a new hire, with a probation period

A widely shared guide recommends a five-field job description, a boring first task, a dry run, and promotion up an autonomy ladder only on evidence.

How it went

It is a framework, not a reported result. Its strongest part is the failure list: archiving your accountant's email thread, trusting a source it should have flagged, or repeating an allowed action four hundred times after something upstream changed.

  • Promotion gate: five clean runs in a row, a tested rollback, and no unresolved side effects.
  • Bots on one account share files, browser sessions and logins; as the guide puts it, names are "a visual boundary, not a security boundary."
  • Anonymous author with very high reach; no case study.
View prompt
PromptWritten by our editors from the source
Job: [one sentence].
Owns: [the outcome you're responsible for].
Inputs: [the brief, approved sources, past work].
May: [search, read, compare, organize, draft].
Must ask before: [contacting anyone, buying, publishing, deleting, moving money].
Done when: [every claim has a source, conflicts are listed, gaps are written down].

Before doing anything, don't execute. Walk me through each step you'd take, every tool you'd open, and every judgment call you're unsure about.
If sources conflict or anything is ambiguous, stop and ask me.
x.com
Evidence grade D

Operations

Send your whole Bot team to find one improvement each

A one-line Chief of Staff prompt sends every Bot off to improve something on its own. Users say it finds good gaps, and can eat a big share of a week's usage.

How it went

The post reports no results, and replies are mixed. One user said it worked well but left hours of work to review.

  • Usage: one reply said it used a lot of their limit; another joked it cost 40% of their usage.
  • Collisions: one Chief of Staff handed out 12 jobs at once, every Bot tried to use the same computer, and it got stuck.
  • One user runs it every three weeks.
  • The 'nothing that needs my permission' clause carries a lot of weight.
View prompt
PromptWritten by our editors from the source
Get all the Bots together. Give each one a single improvement to investigate in its own area, no more than [3] at a time so they don't fight over the shared computer.

Don't send, post, buy, delete or change permissions.

For each improvement, send me a one-paragraph proposal with the expected benefit and how much usage it will take, and wait for my go-ahead before doing it.
x.com

Income Automations

All for this business
Evidence grade B

Let an AI agent build and sell digital guides

Nat Eliason's OpenClaw agent, Felix, launched a site selling guides overnight and later built a marketplace for agent skills. Felix reports $177,417 in lifetime revenue across all streams.

Unverified claim$177,417 in lifetime revenue across all streams, self-reported from the owner’s dashboard

How it works
  1. Give the agent a name, its own X account and a revenue target.
  2. Have it create a first product it can make entirely on its own, such as a guide, and put it up for sale.
  3. Let it answer customers from its own email address, with helper agents for support email, coding, and SEO and content.
  4. Hold it accountable with a daily plan and a nightly revenue review.
  5. Keep strategy, judgment calls and tone corrections with you.
View prompt
PromptWritten by our editors from the source
You run [business name]. Target: $[X] in sales by [date].

Create one digital product you can make entirely on your own, such as a guide or template for [audience], priced under $[N]. Draft the sales page and the launch post, and show me both before anything goes live.

Every night, post a revenue review to [channel]: sales, refunds, what worked, what to change.
Ask me before refunds over $[amount], any new spending, or anything legal.
thenextnewthing.beehiiv.com
Evidence grade B

Build a free browser game with AI and sell ad slots inside it

Pieter Levels built a free flight simulator by prompting Cursor and sold placements inside the game. He reported a $1M annual run rate 17 days after launch; a 2026 recap says it now earns nothing.

Unverified claim$87,000 a month, a $1M annual run rate, 17 days after launch (self-reported); later listed at $0 a month

How it works
  1. Describe the smallest playable version to an AI code editor, then keep improving it with short follow-ups.
  2. Launch it free in the browser and share the build in public.
  3. Sell placements inside the game, such as billboards or branded objects.
  4. Add one paid upgrade for keen players.
  5. Share revenue updates in public, as Levels does.
View prompt
PromptWritten by our editors from the source
Build [game idea] as a single-page browser game in plain HTML and JavaScript using three.js.

Start with the smallest version someone can play in 30 seconds. Then list the next five improvements and wait for me to pick.

Add an ad-slot system that reads sponsors and their placements from a JSON file, so I can sell spots without changing the code.
404media.co
Evidence grade D

Let a Bot answer sponsorship inquiries in your business inbox

Creator Alex Finn says he gave Grok Bot his business email and told it to reply to and negotiate with legitimate companies, and that it closed a $10,000 deal within four hours.

Unverified claimA $10,000 deal closed within four hours (self-reported)

How it works
  1. Connect the business inbox where sponsorship requests arrive.
  2. Tell the Bot which companies count as legitimate, and what your rates and terms are.
  3. Let it reply, ask qualifying questions and negotiate within your limits.
  4. Our addition: approve the final terms yourself before anything is agreed.
View prompt
PromptWritten by our editors from the source
You handle sponsorship inquiries for [creator or brand] at [inbox].

For each new inquiry, check the company is real (website, product, recent activity) and fits [audience and topics]. Skip anything on [no-go list].
Reply with our media kit and rates: [rates]. Negotiate only within these limits: [minimum price, deliverables, exclusivity, payment terms].

Before agreeing to anything, send me the final terms on an approval card: company, deliverables, dates, price and payment terms.
Log every inquiry in [sheet] with its status and next step.
techora.ru
Evidence grade D

Sell done-for-you AI agent setups to other businesses

Nat Eliason's team sold OpenClaw setup services for $2,000 plus $500 a month alongside their agent-run products, then paused that part of the business.

Price as statedPriced at $2,000 for setup plus $500 a month; no income totals shared for this service

How it works
  1. Package one setup you can repeat, such as an always-on assistant for email and scheduling.
  2. Charge a one-time setup fee and a monthly fee for maintenance and fixes.
  3. Lock the agent down: give it only the accounts its job needs.
  4. Decide up front what the monthly fee covers. Keeping agents running is the hard part.
View prompt
PromptWritten by our editors from the source
You're the assistant I'm setting up for [client business].

Read [their help docs, price list and FAQ] and write a one-page summary of how they work.
Then list the five most repetitive tasks in [their inbox and calendar] from last month, and roughly how long each takes.
Recommend which two you could take on first, and what you would need permission for. Don't contact anyone yet.
podcastaddict.com
Evidence grade C

Start a local newsletter run by a small team of Bots

The Arlington Bagel reaches about 6,000 readers a week, with research, compilation, editing and email handled by six Grok Bots. The write-up doesn't say how it makes money.

No income sharedNo income figures shared for this newsletter

How it works
  1. Start with one Chief of Staff Bot that audits the newsletter: what you publish, each step, and where revenue could come from.
  2. Add a specialist Bot only after a workflow works with the Chief: research, compiling stories, editing, reader email.
  3. Have each specialist send the Chief a five-line daily report.
  4. Our addition: keep the final edit and the send with you.
View prompt
PromptWritten by our editors from the source
You're the research Bot for [newsletter], a weekly newsletter about [town].

Every [Tuesday], collect this week's local news, events and openings from [city site, local papers, event calendars]. For each item: a one-line summary, the date and a link.

Then list 10 local businesses that could sponsor an issue, with why each fits our readers and a contact link. Don't contact anyone.
stork.ai

Grok Bot prompts that fit

See all for this business

Common questions

Can an AI agent run my business for me?

Parts of it. The strongest case here, Nat Eliason's Felix, still depends on Nat for strategy, tone and judgment calls, and on his large audience for demand. Treat agents as staff that need a manager, not a replacement for one.

What should I hand off first?

A boring task that happens often and is easy to undo: inbox triage, a morning brief, a weekly report. Keep sends, refunds and purchases behind your approval until the mistakes get rare.

Do I need to code?

No for Grok Bot, Meta Muse and Lindy. Self-hosted agents like OpenClaw and Hermes, and Claude Code, reward some comfort with a terminal.