Expected duration: 3 - 4 weeks Car Scraper Application
1. Scope A Python-based web application using Tailwind CSS for styling. The app allows users to search for car listings across five different websites (Carvana, Cars.com, AutoTrader, TrueCar, and CarMax) by leveraging the Browse.AI API.
2. Features • Search Button: Triggers the data-gathering robots. • Task Management: Tracks and waits for robots to complete tasks. • Data Display: Presents results in a user-friendly card layout with detailed car information.
3. Tech Stack • Backend: Python (Flask or FastAPI for API integration). • Frontend: Tailwind CSS for styling. • API Integration: Browse.AI for scraping and data retrieval o Documentation: https://www.browse.ai/docs/api/v2 o OpenAPI : https://api.browse.ai/v2/openapi • Deployment: Vercel, Vultr, or Digital Ocean.
4. User Flow Step 1: Initial Interface • A simple page with a search button and optional instructions. Step 2: Trigger Robot • User clicks "Search." • Backend triggers Browse.AI robots for. For simplicity, these robots will be pre-configured to a specific make, model, year, trim, and color, and each robot ID will be provided. o Carvana o Cars.com o AutoTrader o TrueCar o CarMax o Driveway • Browse.AI API key will be provided upon project approval. Step 3: Task Management • Retrieve taskID from the robot. • Poll Browse.AI API every 2–5 seconds to check the task status or utilize webhooks. Step 4: Fetch Results • Once a task is completed, retrieve results via Browse.AI API. • Aggregate and normalize data from all sources. Step 5: Display Results • Format the results in cards using Tailwind CSS. Each card includes: o Picture o Make o Model o Year o Trim o Color o Mileage o Price o Source o A button to view the car on the original website.
5. Key Components Frontend • Home Page: Search button and simple UI styled with Tailwind CSS. • Results Page: o A grid of cards displaying car details. o Tailwind CSS for responsive, modern design. Backend • API Routes: o /search (POST): Triggers robots and returns task IDs. o /results (GET): Polls task status and fetches results. • Utility Functions: o trigger_robot(robot_name): Makes API call to start the robot. o check_task_status(task_id): Polls Browse.AI for task status. o fetch_results(task_id): Retrieves and processes completed data.
6. API Integration • 1. Run a robot: o /POST: https://api.browse.ai/v2/robots/{robotId}/tasks o Headers: Include API Key as Bearer token. o Response: taskID = result.id o Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/newRobotTask • 2. Determine task status: o 2a. Poll the task status: ▪ /GET: https://api.browse.ai/v2/robots/{robotId}/tasks/{taskId} ▪ Headers: Include API Key. ▪ Response: Task completion status. ▪ Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/getRobotTask o 2b. (Alternate) Listen for Webhook “Task Finished” ▪ Docs: https://www.browse.ai/docs/api/v2#tag/webhooks/paths/taskWebhook/post • 3. Retrieve a task: o /GET: https://api.browse.ai/v2/robots/{robotId}/tasks/{taskId} o Headers: Include API Key. o Response: Scraped data. o Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/getRobotTask
7. Tailwind CSS Components • Search Button: Large, centered button with hover effects. • Loader: Spinner to indicate task processing. • Cards: Responsive grid layout for displaying results with: o Image at the top. o Text sections for details. o A button with hover effect to view more.
8. Challenges & Solutions • Asynchronous Task Polling: Use Python's asyncio or Celery for efficient polling. • Data Normalization: Map diverse data structures from multiple robots to a unified format. • UI Consistency: Leverage Tailwind CSS utility classes for rapid and consistent styling.
9. Development Plan Phase 1: Setup • Create project structure (backend, frontend). • Configure Tailwind CSS and Browse.AI API. Phase 2: Backend • Build endpoints for triggering robots and fetching results. • Implement task polling logic or utilize webhooks. Phase 3: Frontend • Design the search page and results page. • Integrate Tailwind CSS components. Phase 4: Integration • Connect frontend to backend. • Test end-to-end functionality. Phase 5: Deployment • Deploy app to a shared GitHub repo. • Test on various devices for responsiveness.
US Driver Education Video & Mind-Map Creation Category: AI Content Creation, Animation, Content Creation, Graphic Design, Illustration, Instructional Design, Video Editing, Video Production, Visual Design Budget: $250 - $750 USD
19 Feb 2026 17:01 GMT
Realistic 5ft Sculpture Category: 3D Animation, 3D Art, 3D Design, 3D Graphic Design, 3D Illustration, 3D Modelling, 3D Rendering, 3ds Max, Art Consulting, Sculpture Budget: $250 - $750 CAD
19 Feb 2026 17:01 GMT
Create Viral Reels & Posts Category: Adobe Premiere Pro, After Effects, Animation, CapCut, Content Creation, Graphic Design, Social Media Marketing, Video Editing, Video Services Budget: $30 - $250 USD
19 Feb 2026 17:00 GMT
Performance Music Video Production Category: After Effects, Audio Production, Color Grading, Lighting Design, Post Production, Video Editing, Video Production, Video Services Budget: ₹1500 - ₹12500 INR
19 Feb 2026 17:00 GMT
Minimalist Energy Logo Design Category: Adobe Illustrator, Photoshop, Branding, Graphic Design, Icon Design, Illustration, Logo Design, Vector Design Budget: €8 - €30 EUR
19 Feb 2026 17:00 GMT
Website Development Category: Branding, CSS, Framer, Graphic Design, HTML, PHP, Web Design, Web Development, Website Optimization Budget: $250 - $750 USD
19 Feb 2026 17:00 GMT
GloriaFood E-Commerce Site Build Category: Branding, ECommerce, HTML, Payment Gateway Integration, PHP, Web Development, Web Design Budget: ₹12500 - ₹37500 INR
19 Feb 2026 16:58 GMT
Chrome Extension Auto-Book Canadian Dates Category: API Integration, CSS, Google Chrome, HTML, JavaScript, PHP, Software Architecture, Web Development Budget: ₹12500 - ₹37500 INR
19 Feb 2026 16:57 GMT
Engaging Ebook Editing and Formatting Category: Content Writing, Copywriting, Creative Writing, EBook Design, Editing, English Grammar, English Spelling, EPub, Ghostwriting, Proofreading Budget: $175 - $300 USD
19 Feb 2026 16:56 GMT
Ghostwriter para memorias de piloto Category: Article Writing, Book Writing, Content Writing, Creative Writing, EBooks, Editing, Ghostwriting, Non Fiction Writing, Research, Transcription Budget: $250 - $750 USD
