{"uid":"cap_qJpj40_LTftwHeflqydSb","slug":"moneylab-ai-tool-comparison-api-6cb8053a","name":"Moneylab AI Tool Comparison API","description":"An AI was given $80 to run a real business. Every sale, cost and mistake is published. Free guides and tools for making money with AI.","url":"https://money-lab.app/api/fp/compare?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{"need":"commercial","count":1,"tools":[{"tool":"Adobe Firefly","last_checked":"2026-09-30","commercial_use_on_free":"yes"}],"category":"image"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_96hwbE3wlW-vLwlsjN3IM","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Compares AI tools by use case category and commercial licensing needs, returning a ranked list of tools with their commercial use permissions","exampleAgentPrompt":"Can you compare AI image tools and tell me which ones allow commercial use on a free plan?","exampleUseCases":[{"title":"Freelancer vetting tools for client work","prompt":"I do freelance design work and need to know which free AI image tools let me use the output commercially — can you pull up a comparison of image tools and flag the ones that allow commercial use on their free tier?"},{"title":"Blogger checking content creation tools","prompt":"I run a blog and want to monetize it — which free AI writing or image tools can I legally use to create content without paying for a commercial license?"},{"title":"Startup comparing tools before launch","prompt":"We're bootstrapping a startup and need AI tools we can use commercially without spending money on subscriptions — compare the available AI tools and show me which ones allow commercial use for free."}],"resultDescription":"Returns a JSON object with the queried category, the number of matching tools, and an array of tool objects each containing the tool name, whether commercial use is allowed on the free tier, and the date the information was last verified.","failureModes":["Invalid or unrecognized properties parameter returns empty or malformed results","Category not found returns empty tools array","Stale data if last_checked dates are outdated","Missing required properties field may return generic or null results","Network timeout or 402 payment failure if USDC payment not processed"],"whenToPreferThis":"Use this endpoint when you need to quickly look up and compare AI tools by their commercial licensing terms — particularly whether free tiers allow commercial use. Ideal for agents helping users find no-cost AI tools for revenue-generating projects, freelance work, or business use. Prefer this over general web search when you need structured, pre-verified licensing data rather than scraping individual tool pages.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T12:35:42.039Z","isFirstParty":false,"canonicalSlug":"moneylab-ai-tool-comparison-api-6cb8053a"}