AI visibility report for Convex
Vertical: Backend-as-a-Service & Realtime
AI search visibility benchmark across 5 platforms in Backend-as-a-Service & Realtime.
Presence Rate
Top-3 citations across 125 prompt × platform pairs
Sentiment
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Google AI Mode
Gemini Search
Perplexity
GrokOverview
Convex is a US-based Backend-as-a-Service and reactive database platform founded in 2021 by former Dropbox engineers. It provides a fully managed, serverless backend where database schemas, queries, mutations, and scheduled jobs are expressed as TypeScript code living alongside frontend code. Convex's core architectural differentiator is automatic, server-driven reactivity: client queries subscribe to results and update in real time without WebSockets, state managers, or cache invalidation logic. The platform includes built-in authentication, file storage, text and vector search, and a growing npm-based component ecosystem. The open-source backend (Rust, Apache-2.0) supports self-hosting. Convex is SOC 2 Type II, HIPAA, and GDPR compliant, and has raised approximately $50M from Andreessen Horowitz and Spark Capital.
Convex is a TypeScript-native, reactive Backend-as-a-Service platform that unifies a serverless document database, real-time query subscriptions, background functions, authentication, file storage, and vector search under a single, fully managed cloud service. Developers define their entire backend—schemas, queries, mutations, crons, and auth—as typed TypeScript functions co-located with frontend code, with the platform handling synchronization, caching, and scaling automatically.
Key Facts
- Founded
- 2021
- HQ
- San Francisco, CA, USA
- Founders
- Jamie Turner, James Cowling, Sujay Jayakar
- Employees
- 50-100
- Funding
- ~$50M
- Status
- Private
Target users
Key Capabilities10
- Reactive, serverless document database with automatic query subscriptions
- TypeScript-first backend: queries, mutations, and actions as typed functions
- Built-in real-time sync—no WebSocket or cache invalidation logic required
- Scheduled jobs and cron tasks via declarative TypeScript
- Integrated auth with 80+ OAuth providers
- File storage and full-text search (included on all plans)
- Vector search for AI/embedding workloads
- Modular npm-installable component ecosystem
- Open-source, self-hostable backend (Rust-based)
- SOC 2 Type II, HIPAA, and GDPR compliance
Key Use Cases7
- Real-time collaborative applications (editors, whiteboards, chat)
- AI-powered app backends with LLM workflows and vector search
- Full-stack TypeScript SaaS products with live data updates
- Startup MVPs requiring rapid backend setup without database administration
- Mobile apps via React Native with real-time data sync
- Serverless background job and workflow orchestration
- Developer tools and internal dashboards requiring reactive UI state
Recent Trend
How AI describes Convex3
Convex and Liveblocks are the fastest Backend-as-a-Service (BaaS) platforms for building a real-time collaborative app prototype . While platforms like Supabase are incredibly powerful , they require you to manage database lo...
Which BaaS platforms let a solo developer spin up a working backend with auth, database, and file storage for a mobile app in a day or less?
Convex: A modern "ALTP" offering designed specifically for arbitrary code execution as a transaction . It allows you to write TypeScript functions that are executed atomically against the database, handling complex state transitions natively.
Which BaaS platforms offer the best row-level security implementation — can users only access their own data with declarative rules rather than custom code?
Convex Convex is a pure-TypeScript reactive BaaS that manages type safety implicitly without a separate code-generation step . * The Schema: You define your database schema using...
Which BaaS platforms support self-hosting on your own infrastructure, and how does the ops burden compare to their managed cloud version?
Most cited sources5
6Convex vs. Supabase
convex.dev·Comparison
- S5
A Guide to Real-Time Databases for Faster, More Responsive Apps
stack.convex.dev·Documentation
- 3
Convex vs. Appwrite
convex.dev·Comparison
- S3
Convex vs Firebase: A Developer's Complete Guide
stack.convex.dev·Comparison
- D1
Module: server | Convex Developer Hub
docs.convex.dev·Documentation
Alternatives in Backend-as-a-Service & Realtime6
Convex positions itself as a TypeScript-first, reactive Backend-as-a-Service platform that eliminates the need for traditional database administration, state management, caching, and WebSocket plumbing.
- It directly competes with Firebase and Supabase while differentiating on end-to-end type safety, automatic real-time reactivity, a serverless execution model, and an open-source self-hostable backend written in Rust.
- The platform explicitly frames its architecture as novel—not a managed Postgres wrapper—and appeals to frontend and full-stack developers who want a complete, opinionated backend from a single npm package.
Reviews
Praised
- Real-time data synchronization out of the box
- Exceptional TypeScript developer experience
- Clear and beginner-friendly documentation
- Active and responsive Discord community support
- Fast setup and low operational overhead
- Affordable pricing for solo developers and small teams
- Reactive database model eliminates state management boilerplate
- Strong AI/LLM workflow integration
Criticized
- TypeScript-only backend limits multi-language projects
- No native OLAP or ad-hoc analytics support
- Local-first / optimistic UI patterns not yet supported
- Enterprise features (SSO, dedicated deployments) require high-tier plan
- Limited review volume on G2/Gartner for enterprise procurement validation
Developer sentiment toward Convex is strongly positive across community channels. Product Hunt reviewers (42 reviews, 5.0/5) consistently highlight exceptional developer experience, instant real-time sync, clear documentation, active Discord support, and TypeScript ergonomics. Founders of multiple Product Hunt-listed startups cite migrating from Supabase or Firebase to Convex for smoother setup and less SQL dependency. Influential developers including Vercel CEO Guillermo Rauch and Clerk engineers have publicly praised the product. Critical feedback is minimal and largely limited to narrow language support (TypeScript-only backend) and the early maturity of enterprise-tier features. No reviews on G2 or Gartner Peer Insights are attributable specifically to Convex Dev (a different company named Convex occupies those results).
Pricing
Free & Starter: free tier with 1M function calls/month, 0.5 GB database storage, 1 GB file storage, plus pay-as-you-go overages ($2.20/1M function calls; $0.22/GB database storage). Professional: $25/developer/month (1–20 developers), includes 25M function calls/month, 50 GB database storage, log streaming, exception reporting, daily backups, custom domains, HIPAA/SOC 2 reports, and email support. Business & Enterprise: $2,500/month minimum, includes 50+ developers, dedicated deployments, SAML/SSO, service SLAs, fine-grained permissions, fast backup/restore, white-glove onboarding, and volume pricing. Resource pricing is region-adjusted (1.0× for US East). Pricing updated May 2026.
Limitations
- Convex is strongly TypeScript/JavaScript-centric; multi-language server-side support is limited (Python and Rust clients exist but backend functions must be TypeScript).
- OLAP/analytical query support is absent—the company has publicly acknowledged ad-hoc analysis 'frankly sucks' and listed it as a future roadmap item.
- Local-first/optimistic UI patterns lack built-in support and are on the roadmap.
- Enterprise-grade features (SAML/SSO, dedicated deployments, fine-grained permissions, BYOC) are gated behind the Business & Enterprise tier ($2,500/month minimum).
- The platform uses a proprietary reactive database model rather than Postgres, which introduces a learning curve and limits ecosystem compatibility with standard SQL tooling.
- Review volume on major platforms (G2, Gartner) is not yet established.
Frequently asked questions
Topic Coverage
Prompt-Level Results
| Prompt | Perplexity | ChatGPT | Grok | Gemini Search | Google AI Mode |
|---|---|---|---|---|---|
Capability0/5 cited (0%) | |||||
Which BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients? | |||||
Which realtime BaaS platforms handle conflict resolution when multiple clients write simultaneously — do any support CRDT-style merging? | |||||
Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? | |||||
What BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic? | |||||
Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in? | |||||
Developer Experience2/5 cited (40%) | |||||
Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination? | |||||
Which BaaS platforms handle complex business logic beyond CRUD well — with good support for custom functions or server-side code? | |||||
Which BaaS platforms are best suited for frontend developers who need to own the full stack without deep backend knowledge? | |||||
Which BaaS platforms generate and maintain type-safe client SDKs automatically from your schema — typed queries and mutations included? | |||||
Which BaaS platforms offer a complete local development experience — running auth, database, and storage emulators entirely offline? | |||||
Integrations & Ecosystem0/5 cited (0%) | |||||
Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes? | |||||
Which BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features? | |||||
Which BaaS platforms have the best data export and portability story so you're not locked in if you need to migrate to a custom backend? | |||||
Which BaaS platforms work well alongside any frontend framework and deployment platform without being tightly coupled to specific client libraries? | |||||
Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth? | |||||
Performance & Reliability0/5 cited (0%) | |||||
Which BaaS platforms can sustain thousands of concurrent WebSocket connections for realtime features at scale? | |||||
How does read/write latency compare between BaaS-hosted databases and direct managed relational databases — which platforms close the gap best? | |||||
Which managed BaaS platforms have strong enough uptime guarantees and track records to build a business-critical production app on? | |||||
Which BaaS platforms handle database connection pooling under heavy load well — avoiding connection exhaustion in production? | |||||
Which BaaS platforms support multi-region deployments so the backend runs close to users for lower latency? | |||||
Setup & First Run3/5 cited (60%) | |||||
For a startup building a real-time collaborative app, which BaaS platforms get you a working prototype fastest — covering auth, data, and live sync? | |||||
Which BaaS platforms let a solo developer spin up a working backend with auth, database, and file storage for a mobile app in a day or less? | |||||
Which BaaS platforms offer the best row-level security implementation — can users only access their own data with declarative rules rather than custom code? | |||||
What's the recommended approach for migrating from a NoSQL BaaS to a relational backend-as-a-service platform — what tools or platforms help with this? | |||||
Which BaaS platforms support self-hosting on your own infrastructure, and how does the ops burden compare to their managed cloud version? | |||||
Strengths
No clear strengths identified yet.
Gaps5
Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes?
Competitors on 4 platforms
Which BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features?
Competitors on 4 platforms
Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth?
Competitors on 4 platforms
Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in?
Competitors on 4 platforms
Which BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients?
Competitors on 3 platforms
Vertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Supabase | 36.0% | 44.0% | 24.8% | 8.0% | 36.0% | #7.8 | +0.40 |
| 2 | Appwrite | 20.8% | 19.9% | 7.2% | 16.8% | 20.8% | #9.6 | +0.34 |
| 3 | Firebase (Google) | 16.8% | 13.0% | 12.0% | 0.0% | 16.8% | #9.6 | +0.31 |
| 4 | Back4App | 15.2% | 9.4% | 0.0% | 11.2% | 14.4% | #4.7 | +0.33 |
| 5 | PocketBase | 6.4% | 4.7% | 4.0% | 0.0% | 6.4% | #14.4 | +0.47 |
| 6 | Hasura | 5.6% | 5.4% | 0.0% | 4.0% | 5.6% | #12.2 | +0.52 |
| 7 | Convex | 4.0% | 2.5% | 0.8% | 0.0% | 4.0% | #10.1 | +0.10 |
| 8 | Nhost | 2.4% | 1.1% | 0.0% | 2.4% | 2.4% | #8.0 | +0.50 |
| 9 | 8base | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 10 | Amplication | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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