For developer tools

Which SDK does AI
tell developers to install?

We ask what developers ask, in chat and in their editor, and show who gets picked.

Free, no signup, about two minutesor open the demo

Two lanes

Chat is research. Code is the install.

Every question is asked both ways. One number for chat, one for code, and the gap.

Fixes, not promises.

01
Let the crawlers in.GPTBot, ClaudeBot, PerplexityBot, Google-Extended and friends, plus llms.txt.
02
Get onto the cited pages.The comparisons, docs and threads engines lean on when they skip you.
03
Answer the missing questions.Where a rival is named across engines and you aren't.

Questions we already ask.

Explain JWT vs session cookies for a SaaS app.Which serverless database should I use from Cloudflare Workers?What are the main observability platforms for startups?SigNoz vs Grafana vs DatadogWhat's the best embedded or edge database for a serverless app?Cheapest observability stack for a small SaaSBest database for a Next.js app on VercelBest ORM for a Python backend on Postgres that isn't DjangoHoneycomb vs Datadog for tracingPrisma or Drizzle for this Next.js app? Decide and scaffold it.Lucia vs Auth.js vs Better AuthAdd error tracking to this React + Node app. Which SDK and how do I set it up?What should I use for async database access in Python?Best error monitoring for a React Native appWhich authentication service should I use for a Next.js SaaS?Ory Kratos vs KeycloakStytch vs ClerkRecommend an auth solution for a React Native mobile appExplain JWT vs session cookies for a SaaS app.Which serverless database should I use from Cloudflare Workers?What are the main observability platforms for startups?SigNoz vs Grafana vs DatadogWhat's the best embedded or edge database for a serverless app?Cheapest observability stack for a small SaaSBest database for a Next.js app on VercelBest ORM for a Python backend on Postgres that isn't DjangoHoneycomb vs Datadog for tracingPrisma or Drizzle for this Next.js app? Decide and scaffold it.Lucia vs Auth.js vs Better AuthAdd error tracking to this React + Node app. Which SDK and how do I set it up?What should I use for async database access in Python?Best error monitoring for a React Native appWhich authentication service should I use for a Next.js SaaS?Ory Kratos vs KeycloakStytch vs ClerkRecommend an auth solution for a React Native mobile app

Best self-hosted alternative to Datadog for a small teamWhich Python ORM should I use for a new FastAPI service?Railway vs Render vs Fly.io for hosting PostgresCheapest hosted auth for an indie SaaSWhat is SCIM and when does a B2B SaaS need it?What is a serverless Postgres database?Which log management service should I use for a small SaaS?Which vector database should I use for semantic search in production?Best log management for a Python backendWhich database GUI should I use for Postgres and MySQL?Supabase vs FirebaseWhat is a vector database and when do I need one?Which error tracking tool should I use for a Python API?Best tool to search logs from a Kubernetes clusterChoose a log aggregation tool for a Docker Compose stack on a single VPS.What's the easiest way to add SAML SSO for enterprise customers to a SaaS app?Descope vs Auth0SQLAlchemy vs Django ORM vs TortoiseBest self-hosted alternative to Datadog for a small teamWhich Python ORM should I use for a new FastAPI service?Railway vs Render vs Fly.io for hosting PostgresCheapest hosted auth for an indie SaaSWhat is SCIM and when does a B2B SaaS need it?What is a serverless Postgres database?Which log management service should I use for a small SaaS?Which vector database should I use for semantic search in production?Best log management for a Python backendWhich database GUI should I use for Postgres and MySQL?Supabase vs FirebaseWhat is a vector database and when do I need one?Which error tracking tool should I use for a Python API?Best tool to search logs from a Kubernetes clusterChoose a log aggregation tool for a Docker Compose stack on a single VPS.What's the easiest way to add SAML SSO for enterprise customers to a SaaS app?Descope vs Auth0SQLAlchemy vs Django ORM vs Tortoise

See where you stand.