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At a Glance

Key details about this service to help you decide. Generated by Zinn Hub, not the seller.

Automation Scope

Python, Chrome & AI
Covers Python bots, Chrome browser extensions, web scrapers, and generative AI tools — making it suitable for a wide range of automation use cases in one service.

Entry Delivery

1-Day Turnaround
The Basic tier promises same-day delivery for simple structured automation or scraping projects, useful for buyers with urgent or lightweight requirements.

AI Capabilities

LLM + RAG (Boost & Premium)
AI LLM model integration and Retrieval-Augmented Generation are unlocked on Boost and Premium upgrades, enabling smarter chatbots and context-aware AI applications.

Deliverables

Source Code Included
All tiers include full source code handover alongside user authentication, meaning buyers retain ownership and can modify or redeploy the solution independently.

What You'll Receive

Formats:
Source Files
Digital Files
Delivery Method:
Order Manager
Notes: All deliverables are sent directly through the order manager. You will receive the full source code plus any relevant output files (CSV, JSON, or similar). Code is clean, commented, and ready to deploy. For scraping projects, a sample data output is included alongside the script. Any clarifying questions will be raised in the order chat before work begins.

Full Description

Stop doing manually what a well-built automation can do for you in seconds.

Whether you need a Python bot to handle repetitive workflows, a web scraper to pull competitor pricing or property listings, a Chrome extension to streamline your browser tasks, or a generative AI tool to produce content at scale — this service delivers clean, tested, production-ready code tailored precisely to your brief.

**What you can expect to receive:**

Every project includes full source code ownership, so you are never locked in. The entry tier covers straightforward automation and scraping projects: think form submission bots, simple data extraction scripts, or lightweight Chrome extensions that handle a single, well-defined task. You receive the working source code alongside user authentication where relevant, delivered in as little as one day.

The Standard tier layers in AI LLM model integration and Retrieval-Augmented Generation (RAG) — ideal if you want a chatbot that references your own documents, an AI content pipeline, or an automation that makes intelligent decisions based on live data. Delivery scales to two days to accommodate the additional complexity.

The Full tier adds multi-language support on top of everything in Standard, making it the right choice for businesses operating across international markets, multilingual content engines, or global scraping pipelines. Delivery is five days.

**Typical use cases include:**

— Email automation and outreach bots
— Social media management bots
— E-commerce price and review scrapers
— Real estate and property data extraction
— Market research and competitor analysis scrapers
— Chrome extensions for data extraction or workflow automation
— AI-powered chatbots for customer support
— Generative AI content tools (blog posts, product descriptions, text-to-image pipelines)
— RAG-based knowledge assistants trained on your own data

**How it works:**

Place your order and share your project requirements via the order chat. The more detail you provide upfront — target URLs, expected output format, platform, authentication requirements — the faster work can begin. Clean, documented code is written and tested before delivery. If anything is unclear at the outset, you will be contacted through the order manager before work starts.

**Who this is for:**

Startups and small businesses looking to automate time-consuming manual processes. Marketing teams who need data pipelines for research. Developers who want a specialist to handle the automation layer. E-commerce operators tracking competitor prices. Content teams scaling production with generative AI.

**Why Zinn Digital:**

Based in London, Zinn Digital specialises in the intersection of Python automation, browser tooling, and applied AI. Every solution is built with clean, well-documented code that you can hand off to your own team or extend later. No bloated dependencies, no black-box deliverables — just reliable tools that work.

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Secure Payment
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Compare Packages

FeatureBasicStandardFull
Delivery Time1 days2 days5 days
Revisions112
Simple Python bot, web scraper, or Chrome extension
User authentication included where applicable
Full source code delivered
Clean, documented code ready to deploy
Suitable for single, well-defined automation tasks
Delivered via order manager
All Basic features included
AI LLM model integration (e.g. chatbot, content pipeline, decision-making bot)
Retrieval-Augmented Generation (RAG) — AI that references your own data
User authentication included
Ideal for AI-powered workflows and smart automation
All Standard features included
Multi-language support for international platforms and audiences
AI LLM model integration and RAG
Best for global scraping pipelines, multilingual chatbots, and cross-market AI tools

Portfolio

Examples of the seller's work related to this Zinn.

Build Python Bots, Web Scrapers & AI Automation Tools

Build Python Bots, Web Scrapers & AI Automation Tools

Extra Information

Perfect For

Ideal clients and use cases:Startups automating manual business processes|E-commerce teams scraping competitor pricing and reviews|Marketing teams building data pipelines for research|Content teams scaling production with generative AI|Developers needing a specialist automation layer|Businesses operating across multilingual or international markets

Tools I Use

Languages & Frameworks:Python|JavaScript|Chrome Extensions API|AI LLM APIs|Retrieval-Augmented Generation (RAG) frameworks
Output Formats:CSV, JSON, source code files

My Process

How it works step by step:1. You place your order and submit your project requirements|2. If anything is unclear, you are contacted via order chat before work starts|3. The solution is built using clean, documented Python or JavaScript|4. Code is tested thoroughly before delivery|5. Source code and any output files are delivered via the order manager|6. Revision round used to address any issues against the agreed brief

Frequently Asked Questions

The more detail you can provide, the better. Useful information includes: the target website or platform, what data or actions you need automated, expected output format (e.g. CSV, JSON, database), any login or authentication requirements, and your preferred programming environment. If anything is missing, you will be contacted via the order chat before work begins.

The Basic tier covers straightforward automation and scraping tasks — a single, well-defined bot, scraper, or Chrome extension. The Standard tier adds AI LLM model integration and Retrieval-Augmented Generation, making it suitable for chatbots, AI content pipelines, or automations that make intelligent decisions using your own data. The Full tier adds multi-language support on top, ideal for international products or multilingual content engines.

You receive the complete, working codebase for whatever is built — not a compiled or locked executable. The code is clean, commented, and yours to keep, modify, and extend. You are never dependent on this service to run or update it.

Many authenticated sites and platforms can be handled. Anti-bot measures such as CAPTCHAs vary in complexity — some can be navigated programmatically, others may require additional tooling. Share your target site details before ordering and feasibility will be confirmed upfront so there are no surprises.

By default, scraped data is structured and delivered in CSV or JSON format, which integrates easily with spreadsheets, databases, and most business tools. If you need a different format, mention it in your requirements.

Extensions are built primarily for Google Chrome and Chromium-based browsers (such as Edge or Brave). If you need support for a different browser, mention this in your requirements so compatibility can be assessed.

RAG is a technique that allows an AI model to reference your own documents, databases, or knowledge base when generating responses — rather than relying solely on its general training. It is useful if you want a chatbot that answers questions from your internal documents, a support bot trained on your product data, or any AI tool that needs to stay accurate and specific to your content. It is included in the Standard and Full tiers.

Revisions are included with each tier (one revision on Basic and Standard, two on Full). If the delivered code does not function as agreed in the original brief, raise it via the order chat and it will be corrected. The revision scope covers fixes to what was originally specified, not new features.

Customer Reviews

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The bot is very quick and does exactly what I ask. Great work, A+++.

Used many times. Always reliable and on time. A++

He delivered the project with care, finding all the necessary solutions.

Thank you, kind friend.

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