Common Issues general

Search Feature Not Working in My AI App

Your app has a search feature but it doesn't work correctly. It returns no results even when data exists, returns wrong results, is extremely slow, or crashes the page.

Common Causes

  • Search queries the wrong field or table
  • Case-sensitive matching when it should be case-insensitive
  • The search function only works on client-side data, not the full database
  • Missing database indexes making search queries extremely slow
  • Special characters in search input causing query errors

How to Fix It

  1. Check the browser Network tab to see what search query is being sent to the API
  2. Verify the API returns the expected results by testing the endpoint directly
  3. If search is too slow, add a database index on the searchable columns
  4. Make sure the search is case-insensitive (use ILIKE in PostgreSQL or toLowerCase in the app)
  5. Sanitize search input to prevent special characters from breaking the query

Real developers can help you.

Nam Tran Nam Tran 10 years as fullstack developer Vlad Temian Vlad Temian 15+ years shipping production infrastructure for startups. Former CTO at qed.builders (acquired by The Sandbox). Cursor ambassador and agentic tooling builder. I've scaled systems, automated deployments, and built observability tools for AI coding workflows. I specialize in taking vibe-coded apps from broken prototype to production-ready: fixing Supabase auth/RLS, Stripe integrations, deployment pipelines, and cleaning up AI-generated spaghetti. I build tools in this space (agentprobe, claudebin, micode) and understand both sides: how AI generates code and why it breaks. https://blog.vtemian.com/ Costea Adrian Costea Adrian Embedded Engineer specilizing in perception systems. Latest project was a adas camera calibration system. rayush33 rayush33 JavaScript (React.js, React Native, Node.js) Developer with demonstrated industry experience of 4+ years, actively looking for opportunities to hone my skills as well as help small-scale business owners with solutions to technical problems Taufan Taufan I’m a product-focused engineer and tech leader who builds scalable systems and turns ideas into production-ready platforms. Over the past years, I’ve worked across startups and fast-moving teams, leading backend architecture, improving system reliability, and shipping products used by thousands of users. My strength is not just writing code — but connecting product vision, technical execution, and business impact. hanson1014 hanson1014 Full-stack developer experienced in fixing and deploying AI-generated apps from Lovable, Bolt.new, Cursor, and Replit. I specialize in debugging Supabase integration issues (auth flows, RLS policies, database connections), fixing broken deployments, resolving routing/blank screen problems, and cleaning up messy React/Vite codebases. I also build production apps with the Claude API and have shipped a Mac desktop dev tool (Nexterm from scratch. Based in Hong Kong, fast turnaround. Matt Butler Matt Butler Software Engineer @ AWS Yovel Cohen Yovel Cohen I got a lot of experience in building Long-horizon AI Agents in production, Backend apps that scale to millions of users and frontend knowledge as well. Basel Issmail Basel Issmail ’m a Senior Full-Stack Developer and Tech Lead with experience designing and building scalable web platforms. I work across the full development lifecycle, from translating business requirements into technical architecture to delivering reliable production systems. My work focuses on modern web technologies, including TypeScript, Angular, Node.js, and cloud-based architectures. I enjoy solving complex technical problems and helping teams turn product ideas and prototypes into working platforms that can grow and scale. In addition to development, I often collaborate closely with product managers, business analysts, designers, and QA teams to ensure that solutions align with both technical and business goals. I enjoy working with startups and product teams where I can contribute both as a hands-on engineer and as a technical partner in designing and delivering impactful software. Jaime Orts-Caroff Jaime Orts-Caroff I'm a Senior Android developer, open to work in various fields

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Frequently Asked Questions

Search returns no results even though the data exists. Why?

The search is probably querying the wrong field, or using exact match instead of partial match. A developer can check the query and fix it.

Search works but is very slow. Can it be fixed?

Yes. Adding a database index on the search column usually fixes this immediately. A developer can also implement more efficient search patterns.

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