AI playbooks business ideas

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.

Before writing any code, describe the product on a simple page and find at least one more person with the same problem who says they would pay. Build only if people sign up. The hard part: finding other people with the same manual workaround and getting real answers instead of polite interest.

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.

Pick one trade, use AI to write a one-page audit of each prospect's Google listing or website that shows what they are missing and what it may be costing them, and send it as your first message. Owners who see their own problems written down are more likely to pay you to fix them. The hard part: knowing enough about local search and websites to stand behind the audit, and sending enough of them every day to get replies.

Find the subreddits where your buyers talk about their problems. Give them real help in posts and replies, and mention your product only when it fits. Then keep only the subreddits that bring you signups. The hard part: writing replies that are truly useful day after day and fit each subreddit, so people trust you before you mention your product.

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.

Freelancers who build automated workflows for small businesses can charge more by naming the result the client gets and putting a number on it. They then set the price against what the manual process costs the client today. The hard part: working out what the client's manual process really costs them, so the number in your proposal holds up when they check it.

Record every sales call and pull out each question buyers ask and the answer your salesperson gives. Publish those answers as FAQ sections and blog posts so buyers find them on Google and in AI answers like ChatGPT. The hard part: publishing useful answers week after week and competing with bigger sites that answer the same questions.

While your product is still being built, publish pages that answer the questions your future customers search for on Google and ask ChatGPT, so visitors are already arriving on launch day. It works for any small software product that people pay for. The hard part: writing enough useful pages to start ranking while you are still building the product itself.

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.

A marketing method for simple phone apps with a hook people can see on camera: pay TikTok and Instagram 'day in the life' creators for each thousand views, and let viewers ask for the app name in the comments. The hard part: finding creators whose daily videos fit your app and keeping new videos coming every month.

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 playbook for getting your product recommended when people unhappy with a competitor look for a replacement, whether they ask ChatGPT or search Google and land on a Reddit thread. The hard part: earning real mentions in Reddit threads and AI answers, which takes a product people genuinely recommend and steady daily effort.

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.

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.

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.

A playbook: do a job for businesses by hand as a service, such as booking sales meetings. Then pitch those buyers software that does the same job and get commitments before you build it. The hard part: doing the work by hand for every client while the software is still being built, which can mean a huge number of calls.

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.

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.

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.

Before building a phone app, use an app revenue tracker like Sensor Tower to find categories where apps already earn $50K or more a month. Then build a simpler one-screen, one-feature app for the same paying users and copy how the leaders market. The hard part: finding a short video format and small creators that actually bring installs, then repeating it long after it feels boring.

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.

Buy a small Shopify app that already has paying store owners, find the one problem those stores struggle with most, and add an AI feature that fixes it. Store owners keep paying the app's monthly fee, and more of them sign up. The hard part: finding an app with real paying merchants at a fair price, and spotting the one problem that, once fixed, changes how much they use it.

A playbook for early products: talk to your first users one by one, find the single feature they care about most, then remove most of the rest and rebuild the product around it. The hard part: talking to enough users to see clearly which feature they value, then letting go of the parts you spent months building.

Sell your tool to the agencies that run one platform, such as Klaviyo or Shopify, for many brands, instead of selling to each brand. One agency sale can bring in 10 to 30 brand accounts. You find these agencies for free in the platforms' public partner directories. The hard part: building something that clearly saves agency teams hours each week, then winning over agency owners who already have their own way of working.