AI visibility report
AI visibility report for Convex in Backend-as-a-Service & Realtime.
Outside the top three on 18 of the 25 prompts buyers actually ask.
Appwrite is cited on 9 of those losses.
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Track Convex across these prompts daily.
Start free trialStill absent from 97.3% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Gemini Search
Perplexity
Bing Copilot
Google AI Mode
GrokHow to read this. Convex appears in 2.7% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Convex is losing
Prompts where competitors are visible and Convex is not.
These prompt-level losses are the first prompts to track and repair.
Where Convex is winning3
What BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic?
Avg # 1.0 · 1 platform
Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling?
Avg # 1.0 · 1 platform
Which realtime BaaS platforms handle conflict resolution when multiple clients write simultaneously — do any support CRDT-style merging?
Avg # 4.0 · 1 platform
Where Convex is losing5
Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes?
Competitors on 4 platforms
Track this promptWhich BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth?
Competitors on 4 platforms
Track this promptWhich BaaS platforms work well alongside any frontend framework and deployment platform without being tightly coupled to specific client libraries?
Competitors on 4 platforms
Track this promptWhich BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features?
Competitors on 3 platforms
Track this promptWhich managed BaaS platforms have strong enough uptime guarantees and track records to build a business-critical production app on?
Competitors on 3 platforms
Track this prompt
Track Convex daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
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 (Best for TypeScript-First / Code-As-Schema) If you prefer TypeScript over SQL, Convex replaces raw DDL files with type-safe schema definitions.
Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination?
Convex (Best for TypeScript/Node Full-Stack Teams) Unlike traditional BaaS models where the database and custom serverless functions live as separate entities, Convex treats your backend functions as the source of truth . * How it handles...
Which BaaS platforms handle complex business logic beyond CRUD well — with good support for custom functions or server-side code?
Convex (The New Reactive Contender) --------------------------------------- Convex is a newer type of backend that replaces traditional databases with a fully reactive cloud file system.
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?
Most cited sources6
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 coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | ChatGPT | Perplexity | Bing Copilot | Google AI Mode | Gemini Search | Grok |
|---|---|---|---|---|---|---|
Capability3/5 cited (60%) | ||||||
Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
What BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic? | Your brand was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which realtime BaaS platforms handle conflict resolution when multiple clients write simultaneously — do any support CRDT-style merging? | Your brand and a competitor were cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? | Your brand and a competitor were cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Developer Experience1/5 cited (20%) | ||||||
Which BaaS platforms generate and maintain type-safe client SDKs automatically from your schema — typed queries and mutations included? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Neither your brand nor a competitor was cited |
Which BaaS platforms are best suited for frontend developers who need to own the full stack without deep backend knowledge? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms handle complex business logic beyond CRUD well — with good support for custom functions or server-side code? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms offer a complete local development experience — running auth, database, and storage emulators entirely offline? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Integrations & Ecosystem0/5 cited (0%) | ||||||
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? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms work well alongside any frontend framework and deployment platform without being tightly coupled to specific client libraries? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Performance & Reliability0/5 cited (0%) | ||||||
How does read/write latency compare between BaaS-hosted databases and direct managed relational databases — which platforms close the gap best? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms handle database connection pooling under heavy load well — avoiding connection exhaustion in production? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms can sustain thousands of concurrent WebSocket connections for realtime features at scale? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which managed BaaS platforms have strong enough uptime guarantees and track records to build a business-critical production app on? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms support multi-region deployments so the backend runs close to users for lower latency? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Setup & First Run0/5 cited (0%) | ||||||
Which BaaS platforms offer the best row-level security implementation — can users only access their own data with declarative rules rather than custom code? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
For a startup building a real-time collaborative app, which BaaS platforms get you a working prototype fastest — covering auth, data, and live sync? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
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? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
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? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which BaaS platforms support self-hosting on your own infrastructure, and how does the ops burden compare to their managed cloud version? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Appwrite | 16.0% | 32.5% | 6.0% | 10.7% | 50.7% | #4.9 | +0.52 |
| 2 | Supabase | 14.0% | 31.6% | 10.0% | 3.3% | 74.0% | #2.7 | +0.52 |
| 3 | Back4App | 8.0% | 13.2% | 0.0% | 6.7% | 6.7% | #4.2 | +0.51 |
| 4 | Firebase | 4.0% | 6.1% | 3.3% | 0.0% | 68.7% | #4.0 | +0.51 |
| 5 | Convex | 2.7% | 7.0% | 1.3% | 0.0% | 28.0% | #3.4 | +0.70 |
| 6 | PocketBase | 2.7% | 4.4% | 2.7% | 0.0% | 28.7% | #5.8 | +0.60 |
| 7 | Nhost | 1.3% | 1.8% | 1.3% | 0.0% | 21.3% | #1.5 | +0.40 |
| 8 | Hasura | 1.3% | 3.5% | 0.0% | 1.3% | 21.3% | #3.3 | +0.88 |
| 9 | 8base | 0.0% | 0.0% | 0.0% | 0.0% | 0.7% | — | — |
| 10 | Amplication | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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