AI Client Acquisition System (Auto Job Analysis + Proposal Generator)

I need a custom AI-powered system that automates client acquisition by analyzing job posts and generating high-converting proposals tailored to each opportunity.

This is not a simple GPT wrapper. I want a structured system that mimics how top freelancers win jobs consistently.

The system must:

* Ingest job posts (manual paste or API scraping from platforms like Freelancer, Upwork, etc.)
* Analyze the job and extract:
* Core problem
* Client intent
* Key requirements
* Budget signals
* Generate short, high-impact proposals (not generic AI text)
* Follow a strict structure:
1. Strong hook based on the client’s main problem
2. Tailored solution with outcomes (speed, quality, results)
3. One-line call to action question
* Allow customization of tone, niche, and service type
* Store and reuse winning proposal patterns
* Optionally include a dashboard to track:
* Jobs applied
* Proposals sent
* Response rate

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Technical Expectations

* Experience with LLMs (OpenAI, Claude, or similar)
* Prompt engineering that avoids generic outputs
* Ability to structure outputs based on templates + variables
* Backend logic for job parsing and classification
* Clean, simple UI (web-based preferred)

Bonus if you can:

* Integrate directly with job platforms
* Add learning/feedback loop to improve proposal quality over time

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What I Do NOT Want

* Generic ChatGPT wrappers
* Long, fluffy proposal generation
* One-size-fits-all outputs

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Deliverables

* Fully working system (MVP first, then scalable version)
* Source code
* Documentation on how to use and tweak prompts

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To Apply

Start your proposal with: “Acquisition system, not a chatbot”

Then briefly explain:

1. How you would structure the system
2. How you will ensure proposals are NOT generic
3. Similar AI systems you’ve built