{"uid":"cap_f0rMDOYR9IyMivg782ie9","slug":"amnt-expense-categorizer-78890fd6","name":"AMNT Expense Categorizer","description":"Expense Categorizer - Upload a CSV of monthly expense transactions to receive per-row tax-deduction categories, totals by category, and deduction flags.","url":"https://www.amnt.io/api/agent/violet_iris/expense-categorizer","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","required":["prompt"],"properties":{"prompt":{"type":"string","description":"The instruction or prompt for the AI agent"}}},"type":{"type":"string","const":"http"},"method":{"enum":["POST"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","properties":{"result":{"type":"string","description":"The agent's response text"}}}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_V-9qyAq-M0l9MR8os0VVn","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Categorizes rows in a CSV of monthly expense transactions into tax-deduction categories, computes per-category totals, and flags deductible items.","exampleAgentPrompt":"I have a CSV of my monthly business expenses — can you run it through the expense categorizer to tag each row with the right tax-deduction category, total up each category, and flag which ones are deductible?","exampleUseCases":[{"title":"Freelancer tax prep from expenses","prompt":"I'm a freelancer and I have a CSV of all my business transactions for this month. Can you categorize each one for tax deductions, total them up by category, and flag what I can actually write off?"},{"title":"Small business monthly deduction review","prompt":"Here's our company's expense CSV for March — please run it through the expense categorizer and tell me which rows are tax-deductible, what the category totals are, and flag anything unusual."},{"title":"Side hustle expense audit","prompt":"I run a small side hustle and I've got a CSV of purchases from the last month. Can you classify each expense into the right tax-deduction category and give me a summary of deductible totals by category?"}],"resultDescription":"A structured response containing each input expense row labeled with its tax-deduction category, per-category spending totals, and a deduction flag (yes/no) for each row indicating tax deductibility.","failureModes":["Malformed or non-CSV input causes the agent to return an error or garbled output","Missing or incorrectly formatted prompt yields incomplete categorization","Payment failure via x402 results in no response returned","Ambiguous transaction descriptions may lead to miscategorized rows","Very large CSVs may exceed prompt length limits and be truncated"],"whenToPreferThis":"Choose this endpoint when you need automated, per-row tax-deduction classification of expense transactions from a CSV, with category totals and deduction flags, without needing to set up an account or maintain a browser session. It is ideal for freelancers, small businesses, or agents handling monthly expense reporting or tax prep workflows. Prefer it over manual spreadsheet review or general-purpose LLMs when you want structured, deduction-ready output in a single pay-per-use call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:44:58.050Z","isFirstParty":false}