For solo builders & independent creators
Your project.
Your budget.
Your AI stack.
Tell us what you want to build. Get a shortlist of tools, what they cost, and why each one fits—so you can start with a plan.
Comparing 1,161 published tools. Scores exclude affiliate commissions.
Already know the tool? Browse the directory →Free · No account needed · Review the options before buying
Describe the job
Tell us your project, skill level, and budget. Answer a few questions or skip to the results.
Compare three paths
See lean, balanced, and premium combinations, with catalog costs and a reason for each pick.
Keep only what helps
Review the shortlist, check provider limits, and start with the tools you need. Share your plan or print it.
A starting point
See a stack before building yours
For solo developers
Ship a small SaaS
Choose tools for building, shipping, and reaching your first users.
Explore this stack →
For independent creators
Start a YouTube channel
Plan your recording, editing, and publishing workflow.
Explore this stack →
For freelancers
Deliver better client content
Find a writing and research workflow you can use repeatedly.
Explore this stack →
Free worksheet
What is your AI stack really costing?
Add your subscriptions, see the annual cost, and decide what to keep. Your entries stay in your browser.
Explore the catalog
A few high-scoring options. The best fit depends on your project.
A score you can inspect
Our ROI Score is an editorial estimate. It helps compare likely value and tradeoffs; it does not measure your future returns. Affiliate commissions have zero weight.
Read the methodology and research process →- Monthly cost15%
- Estimated time saved20%
- Revenue potential15%
- Ease of use10%
- Usefulness15%
- Popularity10%
- Category demand15%
Frequently asked questions
Do I need an account or a credit card?
No. You can build a stack and use the budget worksheet for free without signing in. Individual tool providers have their own plans and requirements.
What do I get from the Stack Builder?
A project-specific shortlist in three budget paths, using the tool information in our catalog. You can compare the options, visit providers, share your result, and print your plan.
How are the tools ranked?
The ROI Score is an editorial estimate from seven signals: monthly cost (15%), estimated time saved (20%), revenue potential (15%), ease of use (10%), usefulness (15%), popularity (10%), and category demand (15%). Affiliate commissions have zero weight. Unknown inputs receive a neutral value. Scores help compare tools; they are not measured financial returns or proof of hands-on testing.
Is every listed tool personally tested?
No. Catalog information and drafts may use AI assistance and provider research. A listing is not proof of hands-on testing. Check the research notes, current pricing, and provider terms before buying.
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