Stack the tools you have. Ship an AI business.

A playbook for AI products that need to stay useful when a new release from the AI company gives customers the same basic results in its own app. The hard part: spotting which parts of your product a platform vendor could ship next, and building around the workflow instead.

If people use your tool once or only now and then, add a one-time or lifetime price next to the monthly subscription. You keep buyers who would pay once but would never subscribe. The hard part: choosing one-time and lifetime prices that make sense next to your monthly plan for your kind of user.

If your product makes things people post in public, like video clips or images, put a small logo on everything made on the free plan. Each post then shows your tool to other creators, and paying removes the logo. The hard part: making output good enough that people post it even with your logo on it, in a space where many tools compete for the same creators.

Many clinics get leads through their website form that nobody calls back. You build a text message workflow in their existing system that follows up automatically and books appointments, and the clinic pays a setup fee. The hard part: getting clinic owners to give you access to their lead system, especially when an agency already manages it.

Make a website with a calculator for one formula people already search for, like a tax or tire-size calculator. It earns from display ads and affiliate links shown to visitors who arrive from search. The hard part: picking a formula people search for that big sites haven't already covered, then building search traffic over months.

If your product already stores lots of real records, like user profiles or listed products, turn each one into its own page that can show up in Google search, and cut groups of pages that bring no signups. If your site is just one page, write a few articles that answer what buyers search for. The hard part: waiting months for Google to send visitors, then judging which groups of pages actually bring signups.

Set up an email system for local businesses with thousands of past customers on file, and send AI-written campaigns that bring those old customers back. The business owner pays a setup fee and a monthly fee. The hard part: finding owners who actually have a usable list of 2,000+ past customers and getting them to hand it over.

Pick one kind of business, such as dentists or real estate offices, and set Claude up to handle their most repetitive writing, like follow-ups, listing descriptions, or review replies. They pay a monthly fee for updates and new tasks. The hard part: learning one niche well enough to spot its repetitive writing, then selling to busy owners who have never heard of Claude Skills.

Run a service that notices each new episode of a coach's or consultant's podcast, writes up what was said and uses Claude to turn it into social posts, a newsletter section and a short video script. Everything lands in a shared Google Doc. Coaches pay a monthly fee. The hard part: writing an AI prompt that sounds like each client, which the poster puts at about four hours per new client, and finding coaches who will pay a high monthly fee.

Small bookkeeping firms and small businesses send you receipt photos and invoice PDFs, and an AI workflow turns them into a clean spreadsheet with gaps flagged and invoices sent for approval. They pay a setup fee and a monthly fee. The hard part: getting the pulled-out numbers accurate enough that bookkeepers trust them, and finding firms willing to try a new process.

Replace a small brand's expensive social media software with a simple custom setup, built with AI and n8n, that edits and schedules their posts. Brands pay a setup fee and a small monthly fee. The hard part: connecting each brand's Instagram and X accounts through the platforms' official posting access and keeping the setup working as those platforms change.

Set up an AI phone answerer or an automatic text reply for plumbers, HVAC shops, and other local service businesses. When nobody picks up, it asks the caller what they need and books the job. The business pays you a flat monthly fee. The hard part: connecting to each client's old scheduling software so bookings actually land on their calendar.

Set up a system that reads each new client's intake form and emails them a personalized welcome packet with their next steps within minutes. Coaches, consultants, and small professional firms pay a monthly fee so they no longer do this by hand. The hard part: getting busy firms to trust an automatic packet with their new clients, and adjusting the setup to fit each firm's intake form and tone.

Build small tools, such as a tab organizer or a PDF merger, that run entirely in the user's browser with no server or database. Users pay a small price, and each new user adds nothing to your monthly bill. The hard part: getting noticed in a crowded Chrome Web Store where free tools already do many of the same jobs.

A small AI tool that reads an online store's customer reviews and turns them into product benefit lists, ad copy, and FAQ answers. Store owners pay a monthly plan. The hard part: standing out from the general AI writing tools store owners already use.

Use Claude to write add-on scripts for FiveM, the platform people use to run their own GTA roleplay servers. Sell them to server owners on the official Cfx Marketplace, even if you can't code. The hard part: getting a new seller's scripts noticed on a crowded marketplace and testing each one well enough on a real server before release.

On a job board or directory, charge the readers who need the list fast, not the businesses you assume have money. Skip the free tier. The hard part: finding a market where one side is clearly more urgent than the other and will pay without a free tier.

Offer an AI tool free to users who connect their own AI account (their own API key, so they pay the AI company directly), and charge a monthly fee to those who use yours. The hard part: making the paid tier feel worth it when the free own-key path already works.

Build a tool other apps pay to use that does one boring developer job, charge by how much it's used, and use a free single-use tool page to bring in developers. The hard part: ranking a free tool page high enough to feed steady paid API usage.

Founders who launch a product submit the same details to nearly 200 launch directories. Sell them a browser add-on that fills each form in one click and keeps the directory list current, with an optional done-for-you service. The hard part: keeping almost 200 directory forms working as sites change, and competing with a free extension that already does the basics.

Find the one named weekly step in a paid tool's workflow that people still do by hand in email, a spreadsheet or a chat. Then charge the teams who use that tool to automate it. The hard part: finding a step that enough teams share and care about, then reaching the people who use that tool.

Find something annoying, repetitive or hidden on a website with millions of users, then add the missing feature with a Chrome extension you build with AI. Users of that site pay to unlock the advanced features. The hard part: picking a missing feature people use often enough to pay for, then standing out in the extension store.

Set up an AI that visits local permit websites every day for builders, remodelers, and pool and solar installers, and tells them when a permit's status changes, so nobody has to refresh city sites by hand. The hard part: every city's permit site works differently, so each new portal takes setup time and needs fixing when the city changes its site.

A small tool checks the pricing pages of an online store's competitors and emails the owner a weekly report of what changed. Store owners pay a monthly fee so they no longer have to check by hand. The hard part: keeping the price checker working as each competitor's pages change, and finding store owners willing to pay for it.

For a simple consumer app, find a phrase people often type into App Store search that big apps don't already own. Put it in the app's name and subtitle, for example 'Habit Tracker - Habit Kit', so App Store search brings users without ads. The hard part: finding a search phrase with real volume that big apps haven't already claimed, then collecting enough reviews to climb the rankings.

Build a simple web tool where a restaurant owner types in this week's menu specials and gets seven days of social media posts back. Owners pay a small monthly subscription. The hard part: getting busy restaurant owners to notice and try the tool when many cheap caption writers already exist.

A playbook for phone apps: ask new users a few questions when they first open the app, show them a plan built just for them, then put a paywall (a screen that asks them to pay before they can go on) right after it, with a featured yearly plan and a free trial. The hard part: designing onboarding questions and a plan that feel truly personal, then getting enough people to download the app in the first place.

If you sell a one-time scan or report, build an ongoing version and email it to the people who already bought from you before you spend more on ads. These buyers have already paid once, so they are the most likely to pay every month. The hard part: building an ongoing version that is worth paying for every month, not just the one-time report again.

Build a small iPhone app that turns WhatsApp voice notes into text on the phone itself, so you have no server or AI bills. People who get long voice notes and would rather read them pay for it in the App Store. The hard part: getting found in a crowded App Store when the app is simple enough for others to copy.

Build a simple online tool for independent used-car dealers. It adds up the purchase price, repairs, fees, and sale price of each car to show the real profit. Dealers pay a monthly subscription so they can stop relying on spreadsheets that hide their margins. The hard part: reaching independent dealers, who rarely shop for software online and are used to their spreadsheets.

Find popular Chrome extensions with many bad reviews, rebuild the same tool with the complaints fixed, and charge the people who already installed it. The hard part: picking an extension whose bad reviews are about the product, not just the price, then getting store approval.

When a tool that people rely on announces it is closing, build a simple replacement that pulls in the same data and shows the same screens. Then charge the users who are about to lose it. The hard part: spotting the shutdown early and shipping something users trust before they settle on another replacement.

Offer a tool that turns a person's written scripts into short videos using their own face and voice. Founders, small online brand owners and people with day jobs who post educational videos pay monthly so they can keep posting. The hard part: making videos that look and sound enough like each customer that they will post them, and finding users one demo call at a time.

Build a code template or library that handles the tedious setup developers repeat on every project, such as payments, licensing, and auto-updates. Developers buy it as a download so they can skip straight to building their own app. The hard part: getting developers to notice your kit among the many free and paid templates already out there.

Give away the main version of a tool that handles payments for website owners, such as a subscriptions plugin, and earn a small share of each payment it processes. Optional paid add-ons bring in extra money, so site owners only pay you when they earn. The hard part: building a payment tool good enough that site owners choose it over paid ones, then getting enough of them to process real sales through it.

Build a subscription tool that turns a trade contractor's job notes, voice memos or photos into a branded quote in minutes. Clients pick options, sign and pay a deposit online, and the tool follows up on any quote nobody has signed. HVAC, roofing, electrical, plumbing and renovation contractors pay a monthly fee. The hard part: getting busy contractors to change how they already quote while several similar new tools compete for the same trades.

Build a study app where students upload their own lectures, textbooks and PDFs and get back quizzes, flashcards and an AI voice tutor. Students pay a monthly subscription. The hard part: getting students to find your app among many study tools and keep using it after exams end.

Build a tool that cuts videos into clips and adds captions in the browser or on the creator's own computer, with no upload and no per-minute cloud fees. Creators tired of clipping subscriptions pay for extras like brand presets, templates, or built-in AI captioning. The hard part: standing out against free clipping tools that already exist and getting creators to find and trust yours.

Build a simple website builder for owners who aren't technical, made for one type of business such as dentists, cleaners, or food trucks, and charge them a monthly subscription. The hard part: reaching owners in one trade, who don't hang out where software founders do, and making templates good enough that they don't hire a designer instead.