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.

Matthew Butler Matthew Butler Systems Development Engineer @ Amazon Web Services 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. Bastien Labelle Bastien Labelle Full stack dev w/ 20+ years of experience prajwalfullstack prajwalfullstack Hi Im a full stack developer, a vibe coded MVP to Market ready product, I'm here to help Simon A. Simon A. I'm a backend developer building APIs, emulators, and interactive game systems. Professionally, I've developed Java/Spring reporting solutions, managed relational and NoSQL databases, and implemented CI/CD workflows. 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. Anthony Akpan Anthony Akpan Developer with 8 years of experience building softwares fro startups Mehdi Ben Haddou Mehdi Ben Haddou - Founder of Chessigma (1M+ users) & many small projects - ex Founding Engineer @Uplane (YC F25) - ex Software Engineer @Amazon and @Booking.com Rudra Bhikadiya Rudra Bhikadiya I build and fix web apps across Next.js, Node.js, and DBs. Comfortable jumping into messy code, broken APIs, and mysterious bugs. If your project works in theory but not in reality, I help close that gap. Matt Butler Matt Butler Software Engineer @ AWS

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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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