How to start a Launchpad for AI Tools

Model APIs from OpenAI, Anthropic and Google made it cheap to ship an AI product, so supply of new tools far outruns anyone’s ability to evaluate them. Searchers type queries like “AI tool for contract summaries” and land on thin listicles that were never updated. A directory that tags each listing with the model used, pricing type and data-retention policy answers questions general boards ignore. Building it takes a few weekends with Next.js and a hosted Postgres, so the real cost is curation time.

Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.

• $Paid featured launch day
• $Sponsored use-case roundups
• $Recurring-commission affiliate links
• $Weekly newsletter placement

1. 1

   Choose a vertical cut, not “all AI”

   Pick one lens such as AI tools for recruiters, for real estate agents or for podcasters. A narrow shelf lets you hold the best 150 listings instead of a stale 3,000.

2. 2

   Design the listing schema around buyer doubts

   Add fields for underlying model, free tier limits, whether prompts train the vendor’s models, and export options. These fields become filters and also make every page distinct for search.

3. 3

   Hand-seed from Hugging Face Spaces and Product Hunt

   Collect candidates from the Hugging Face Spaces trending tab, the AI topic on Product Hunt, and r/SideProject posts. Write your own two-sentence verdict for each instead of pasting the vendor’s tagline.

4. 4

   Email builders with a claim link

   Send each maker a note saying their page is live and they can claim it to edit screenshots. Claiming is the natural moment to mention a paid featured slot.

5. 5

   Run a weekly Tuesday launch queue

   Cap each week at ten launches, ranked by votes from verified accounts only. Scarcity is what justifies a paid guaranteed spot.

6. 6

   Publish task-based comparison pages

   Write pages like “AI note takers compared by price per meeting hour” using your schema data. Add affiliate links only where the program pays recurring commission.

• Product Hunt comment threads in AI categories
• r/SideProject and r/indiehackers
• X build-in-public replies to launch announcements
• A weekly newsletter on Beehiiv
• Programmatic comparison pages

Ways to niche down

• AI tools that run locally or self-hosted for privacy-minded buyers
• AI tools for one regulated profession such as accountants
• Open-source AI projects with a paid hosted tier

• Next.js
• Supabase
• Airtable
• Beehiiv
• Stripe Checkout
• Ahrefs

Paste these into ChatGPT, Claude or an AI agent. Each one is pre-filled with this idea’s numbers — just replace the [BRACKETS] with your city, budget and skills.

• Cofounder agent kickoffAgentHand the whole launch to an AI agent (Claude, ChatGPT agent mode, Manus…) and get a researched plan + files back.+

  Copy prompt

  You are my AI cofounder. We are starting this business together:
  
  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Work autonomously and use web search. Deliver, as separate files or clearly separated sections:
  1. A demand check: 10 real signals that people in my area/market pay for this today (links to competitors, reviews, job posts, forum threads).
  2. The 5 strongest local/online competitors with pricing, positioning and one weakness each.
  3. My offer: a specific niche, 3 packages with prices, and why a customer picks me.
  4. A one-page business plan with a startup budget table under my budget.
  5. A 30-day launch checklist, day by day, with the first paying customer as the goal by day 14.
  6. Copy for a one-page website and 3 outreach messages.
  Ask me at most 3 clarifying questions first, then go. Flag anything that needs a license, permit or insurance where I live.

• Validate demand in 7 daysA skeptical test plan that tries to kill the idea before you spend money.+

  Copy prompt

  Act as a skeptical startup advisor who has seen hundreds of small businesses fail.
  
  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  1. List the 5 riskiest assumptions behind this idea for someone like me, ranked by how likely they are to be wrong.
  2. For each, design a test I can run in 7 days for under $100, with a clear pass/fail threshold.
  3. Write the exact message I should send to 20 potential customers to test willingness to pay (not just interest).
  4. Tell me what result would make you say "don't do this".

• Pick a niche & ideal customerNarrow the idea into a niche you can own and describe your ideal customer precisely.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Suggest 7 ways to niche down this business (by customer type, problem, location, price point or delivery model). For each: who exactly the customer is, what they currently do instead, how much they likely pay, and how easy they are to reach. Then recommend the single best niche for me and write an ideal-customer profile (job/life situation, trigger moment, objections, where they hang out online and offline).

• Competitor researchAgentMap who you’re up against and where the gap is.+

  Copy prompt

  Use web search. Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Find 10 businesses offering this in or near [CITY] (or online, if it’s an online business). Build a table: name, website, offer, price, reviews/rating, positioning, weakness from customer reviews. Then summarize the 3 biggest gaps a new entrant could exploit and how I should position against the market leader.

• Offer & pricingPackages and prices you can put on a website today.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Design my offer. Give me: (1) three packages (good/better/best) with what’s included and a price for each, (2) the math behind the prices — my costs, time per job/order, target margin, (3) one recurring or subscription option to build predictable revenue, (4) an introductory offer for my first 10 customers that doesn’t devalue the service, and (5) how I should answer "that’s too expensive".

• One-page business planA lender-ready one-pager with budget and first-year numbers.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Write a one-page business plan for this business in my situation: problem, solution, target customer, offer and pricing, marketing plan (first 90 days), operations, startup budget as a table (items, low/high cost, must-have vs later), monthly fixed costs, a simple 12-month revenue projection with assumptions stated, break-even month, and the top 3 risks with mitigations. Keep the numbers realistic for a solo founder.

• Website / landing page copyCopy for a one-page site that converts visitors into calls or orders.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Write the copy for a one-page website: headline (5 options), subheadline, 3 benefit blocks, how-it-works in 3 steps, packages with prices, an FAQ with 6 objections answered, a guarantee, and a call to action. Also give me a page title and meta description optimized for "ai tools directory" plus my city. Tone: clear, local, trustworthy — no hype.

• Get your first 10 customersOutreach scripts and a daily plan to land paying customers fast.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Give me a plan to land my first 10 paying customers in 30 days with almost no ad budget. Include: the 3 best channels for this business and why, a daily activity quota, and ready-to-send scripts — a cold email, a DM, a message for local Facebook/Nextdoor groups, a referral ask for friends and family, and a follow-up message. Personalize them with [placeholders] I can fill in.

• 30-day launch checklistAgentA day-by-day checklist an agent or you can work through.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Create a day-by-day 30-day launch checklist for this business, with each task taking under 2 hours. Group into: legal & admin (business registration, EIN or local equivalent, bank account, insurance, permits — mark which ones depend on my location), offer & pricing, online presence (Google Business Profile, simple website, social), sales outreach, and delivery. Put "first paying customer" no later than day 14. Output as a checklist I can paste into Notion or Todoist.

• Name & brandName ideas you can actually register, plus a tagline.+

  Copy prompt

  Business idea: Launchpad for AI Tools — A use-case-first launch board where AI builders get found by buyers, not just other builders.
  Summary: An AI tools launchpad is a curated board where indie developers submit wrappers, agents and prompt apps, and buyers browse by job to be done such as meeting notes or product photos. You earn from paid featured launch days, sponsored “best for” roundups and affiliate links to tools with recurring payouts. The gap is real because general launch sites are dominated by upvote rings, while buyers want a short list organized by task.
  Typical startup cost: $150–$1.8k. Typical revenue after ~12 months: $1.2k–$8.5k/mo. Time to first revenue: 1–3 months.
  Target customers: Solo builders who shipped an AI product from a Cursor or Replit weekend and have no distribution. Their second group is small SaaS teams adding AI features who want a dofollow link from a topical site.
  Revenue models: Paid featured launch day; Sponsored use-case roundups; Recurring-commission affiliate links; Weekly newsletter placement.
  Common channels: Product Hunt comment threads in AI categories; r/SideProject and r/indiehackers; X build-in-public replies to launch announcements; A weekly newsletter on Beehiiv; Programmatic comparison pages.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Generate 30 name ideas for this business in 5 styles (classic, modern, playful, premium, local). For the top 5, give a tagline, the .com I should check, and any obvious trademark or meaning conflicts to watch for. Then tell me how to verify availability in my state/country (business registry, trademark database, domains, social handles).