AI app builders · #16 of 28 · ↑ Flowise · ↓ Rork
Langflow
sampled: 3 of 4 assistants this week
Langflow shows up in 9 of 69 answers across AI app builder questions, with scores of 6 out of 100 from ChatGPT, 12 from Claude, and 0 from Perplexity, landing at an overall 5. It gets the most mentions on questions about free or cheap AI app builders (2 of 4 answers), building an AI chatbot product (2 of 3), and open-source, self-hostable tools (2 of 3). It's never named for marketplace apps without coding, non-technical founders, production-readiness, Supabase compatibility, or mobile app building.
this is mine claim it, free, forever. We also check whether ChatGPT and Claude can read langflow.org.
Who's talking about you
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 6 | 10% of answers | #5.0 |
| Claude | 12 | 30% of answers | #13.3 |
| Gemini | not sampled this week | ||
| Perplexity | 0 | 0% of answers |
Questions you win
| question | named in | best spot |
|---|---|---|
| What's the best open-source AI app builder I can self-host? | 2 of 3 | #2 |
| What's the best AI app builder for building an AI chatbot product? | 2 of 3 | #8 |
| What are the best free or cheap AI app builders? | 2 of 4 | #7 |
| Which AI app builder is best for prototyping an idea over a weekend? | 1 of 3 | #12 |
| What are the best AI app builders? | 1 of 4 | #14 |
| What are the top AI app builders in 2026? | 1 of 4 | #18 |
Questions you lose
| question | who got named instead |
|---|---|
| What's the best AI tool to build a full web app from a prompt? | Lovable, Bolt, Replit |
| Which AI app builder is best for non-technical founders? | Lovable, Bolt, v0 |
| What are the best vibe coding tools right now? | Lovable, Bolt |
| What's the best way to build an MVP without hiring a developer? | Softr, Glide, Bubble |
| Which AI app builders produce code I can own and export? | Bolt, Lovable, v0 |
| What's the best AI app builder for a solo founder? | Lovable, Emergent, Adalo |
| Which AI app builder makes the most production-ready apps? | v0, Replit |
| What's the best AI tool to build a SaaS MVP with login and payments? | Lovable |
| What's the best AI app builder for making a mobile app? | Rork, FlutterFlow, a0.dev |
| Which AI builder is best for internal tools and dashboards? | Retool, ToolJet, Microsoft Power Apps |
| What's the best AI tool to turn a design mockup into a working app? | Lovable, Bolt, v0 |
| What's the best AI app builder that works with Supabase? | Lovable, Bolt, v0 |
| What's the best AI tool to build a marketplace app without coding? | Bubble, Softr, Adalo |
| What's the best AI tool to build a landing page with a waitlist? | Lovable |
In their words
- ChatGPT“Langflow — best for Python/LangChain-style prototyping”
- Claude“LLM pipeline/agent itself is the product → Dify or Langflow, though honestly the Vercel AI SDK in a normal app is usually less fighting”
- Gemini“Flowise / Langflow”
Closest rivals
All Langflow alternatives · Full AI app builders leaderboard · Sources