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Lancer clone: AI agent that automates Upwork job discovery, qualification and proposals

SaaS that finds relevant Upwork jobs, qualifies them, and writes/submits tailored proposals automatically.

Opis

Build an AI agent that connects to Upwork accounts, scans job listings, qualifies opportunities using LLMs, drafts personalized proposals, and sends them on a subscription/usage basis. Validate by starting as an internal tool, beta with other agencies, then launch tiers (pay-per-proposal, capped plans, unlimited).

Problem

Freelancers and agencies spend many hours manually qualifying jobs and writing proposals on Upwork.

Klient

Freelancers and small-to-medium agencies that rely on Upwork as an acquisition channel.

Rozwiązanie

A hosted agent that programmatically searches Upwork, scores/filters jobs, drafts customized proposals, and automates submission, saving hours/week.

Model biznesowy

subscription (tiered: limited proposals / unlimited)usage pricing (per additional proposal)agency/enterprise licensing

Dystrybucja

connector/affiliate partnerships with upwork coachesreferrals from beta users (agency owners)direct demos to agencies

Wymagane umiejętności

full‑stack typescript/next.js developmentllm prompt engineeringapi/integration and proxy setupelasticsearch/data indexingproduct/ux for onboarding

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