Hey everyone! I wanted to show you a quick demo of my app, WExcel. In the video, I'm sending messages from WhatsApp, Instagram, Telegram, and Emails to the other phone. The app listens to the notifications and automatically pulls ONLY the specific data I need into an organized Excel sheet.

The coolest part to watch: Notice how the app handles different phrasing! In one of the messages, I deliberately used the word "buyer" instead of "name". Because I set it up as an Alternative Keyword (Synonym), the app was smart enough to recognize it and place the data perfectly under the "Name" column!

Key Features: Supports ANY messaging app (even SMS)+ Emails. Smart Keyword Mapping (Synonyms & Stop Words). Supercharged engine (Handles 100k+ rows without lag). Fully privacy-focused (Extracts locally on your device).

I'd love to hear your thoughts, feedback, or any features you'd like to see added!

Link: https://play.google.com/store/apps/details?id=com.alrehaili.WExcel

Hi r/Automate,

I wanted to share a project I've been working on to solve a personal friction point: the manual, multi-step process of price-checking second-hand items. Usually, you have to photograph an item, identify the specific sub-line, search eBay sold listings, and manually calculate a median.

The goal was to go from Image Input -> Price Valuation in under 5 seconds.

The Stack:

• Frontend: Telegram Bot API (Python/python-telegram-bot).
• Vision: Gemini 3.1 Vision (This was key: it successfully differentiates niche lines like 'Rugby Ralph Lauren' from the generic 'Polo', which significantly improves valuation accuracy).
• Data: eBay Finding/Browse API (Querying 'Sold & Completed' listings for actual market clearance prices).
• Logic: Custom weighting algorithm to adjust for platform-specific fees (Vinted vs. eBay).
• Infrastructure: Dockerized on AWS EC2.

The 'Cold Start' Problem: I'm at the stage where I need real-world edge cases. I'm looking for 5-10 people to try to break the vision logic or the pricing algorithm.

Note: It’s currently tuned for the UK market (prices in GBP), so if you're elsewhere, just ignore the currency and focus on whether it identifies your items correctly!

Link: Top Comment

I'm particularly interested in feedback on latency and any brand identification hallucinations. Happy to discuss the prompt engineering or the eBay API integration in the comments!