The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
AI agents don’t actually see images — they guess. This becomes a real problem in n8n and automation workflows where accurate product recognition matters.
I solved this by embedding a unique product code directly into the corner of each image. When an image is sent through WhatsApp or Telegram, the AI reads the code instead of relying on visual interpretation. That single change makes image recognition deterministic and reliable.
I built and tested the full n8n workflow: image intake → code extraction → backend product match → accurate response. The result is zero hallucination, higher accuracy, and production-ready automation for ecommerce and support bots.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
I just finished creating a voice AI call assistant for one of my real estate clients in India, and the results are already impressive.
Check out this video of him testing the system in real-time:
1. Answers calls automatically
2. Books appointments without human intervention
3. Sends confirmations & reminders instantly
For real estate brokers, every missed call is lost revenue. With this AI assistant, you never miss a lead, save hours every week, and can focus on closing deals instead of answering calls.
💡 Imagine having this system for your business. DM me if you want to see a live demo and how it can transform your client acquisition.
AI Voice DevelopmentAutomation EngineeringGo High LevelN8NElevenLabsAI Automationvoiceaiaivoiceagentaivoiceassistant
Strong positioning. The real value of voice AI isn’t just automation — it’s response-time compression. Missed-call recovery alone can materially shift conversion economics.
AI Photo Editor - App Store Screenshots UI
Clean visual hierarchy here.
App Store screenshots are tricky because they’re doing both storytelling and conversion — this strikes a nice balance between feature clarity and visual rhythm.
Particularly like how the scanning flow feels guided rather than dense.
🚀 Submitting to #ProfitWithBubble — built entirely on @Bubble.io !
Introducing FastResumeAI: an AI-powered SaaS platform that evaluates a resume against a job description in seconds and delivers a job-fit score + actionable feedback.
Key Features
✅ AI-Powered Resume Matching: Leverages advanced AI to analyze resumes and job descriptions, providing job fit scores and SWOT analysis.
✅ Instant Insights: Enables job seekers to understand how well their resumes align with specific job requirements.
✅ Revenue model: Users pay USD 11 per month for access to the app, with UNLIMITED resume-to-JD matches and resume improvement recommendations.
🔗 Production-ready Live App Link: https://jobsy-67246.bubbleapps.io/
🎥 App Walkthrough Video link: https://vimeo.com/1050420298/0c601d408c
Love the idea, Bharath!
Trending
maxearnings
The next frontier of payments is live on Contra. How are you maximizing revenue?
micrographics
Micrographics started as utility - barcodes, packaging, instruction labels. How would you use them?
aidesignflow
AI tools are redefining how designer work. What does your workflow look like?
aivideo
AI video tools are moving at warp speed. What tools are you using?
whennotai
As AI accelerates, creative judgment matters more. What part of your work stays human?