# Convex AI visibility in Backend-as-a-Service & Realtime Canonical: https://devtune.ai/verticals/backend-as-a-service-realtime/convex [Website](https://www.convex.dev/) Updated: 2026-10-19T14:10:52.608632+00:00 Prompts: 25 Runs: 6 ## Platforms - perplexity - google-ai - bing-copilot-search - chatgpt-search - google-ai-mode - xai-search Rank: 7 Total brands: 10 Measured responses: 150 Presence percent: 1.3333333333333335 Share of voice percent: 3.3112582781456954 Average position: 2.6 Docs presence percent: 1.3333333333333335 Blog presence percent: 0 Brand mention percent: 20.666666666666668 ## Profile 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. Product summary: 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 capabilities - 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 ### Target users - Frontend and full-stack TypeScript/JavaScript developers - Solo developers and indie hackers building real-time apps - Early-stage startups needing rapid backend setup without DevOps - Teams building AI-powered or LLM-integrated applications - React and Next.js developers seeking reactive data layers - Growth-stage SaaS companies scaling serverless backends ### Key use cases - 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 Integrations ecosystem: Convex provides official client SDKs and quickstart guides for React, React Native, Next.js, TanStack Start, Remix, Vue, Svelte, Python, and Rust. Auth integrations cover 80+ OAuth providers and include dedicated support for Clerk and Better Auth. AI/LLM integrations are first-class, with built-in support for OpenAI and Anthropic workflows. The modular Components ecosystem (distributed via npm) allows independent TypeScript building blocks—including real-time presence, durable workflow execution, workpool scheduling, and third-party integrations—to be added with a single npm install. The backend is open-source (Rust, Apache-2.0) and self-hostable. The GitHub organization (get-convex) hosts 175+ public repositories including templates, demo apps, and language-specific client libraries. Pricing summary: 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. Review summary: 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). Competitive positioning: 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. 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. ### Source urls - https://www.convex.dev/ - https://www.convex.dev/pricing - https://www.convex.dev/about-us - https://www.convex.dev/open-source - https://news.convex.dev/convex-raises-24m/ - https://news.convex.dev/series-a/ - https://a16z.com/announcement/investing-in-convex/ - https://github.com/get-convex - https://www.producthunt.com/products/convex/reviews - https://tracxn.com/d/companies/convex/__o2FAoT8N_g0HSwVgzo3y--lVmyCMMJh_QQCK09tqXac Reviewed at: 2026-04-28T23:11:48.967+00:00 ### Customer outcomes ### Reviews breakdown | Platform | Score | Score max | Review count | Url | | --- | --- | --- | --- | --- | | Product Hunt | 5 | 5 | 42 | https://www.producthunt.com/products/convex/reviews | ### Review themes #### 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 ### Company facts Founded year: 2021 Hq: San Francisco, CA, USA #### Founders - Jamie Turner - James Cowling - Sujay Jayakar Employees range: 50-100 Total funding: ~$50M Valuation: Not available Arr: Not available Customer count: Not available Status: Private Readiness: Not available ## Ranking | Display name | Pair count | Total pairs | Presence percent | Avg position | | --- | --- | --- | --- | --- | | Appwrite | 26 | 150 | 17.333333333333336 | 4.044444444444444 | | Supabase | 24 | 150 | 16 | 2.769230769230769 | | Firebase | 16 | 150 | 10.666666666666668 | 3.5 | | Nhost | 3 | 150 | 2 | 4.333333333333333 | | PocketBase | 3 | 150 | 2 | 5.5 | | Hasura | 2 | 150 | 1.3333333333333335 | 2 | | Convex | 2 | 150 | 1.3333333333333335 | 2.6 | | Back4App | 2 | 150 | 1.3333333333333335 | 5.25 | | 8base | 0 | 150 | 0 | Not available | | Amplication | 0 | 150 | 0 | Not available | ## Platform breakdown | Platform | Prompt count | Presence rate | | --- | --- | --- | | perplexity | 2 | 8 | | google-ai | 0 | 0 | | bing-copilot-search | 0 | 0 | | chatgpt-search | 0 | 0 | | google-ai-mode | 0 | 0 | | xai-search | 0 | 0 | ## Strengths | Prompt text | Platform count | Avg position | | --- | --- | --- | | Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? | 1 | 1 | ## Gaps | Prompt text | Competitor presence count | | --- | --- | | 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? | 3 | | Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth? | 3 | | Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes? | 2 | | Which BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features? | 2 | | Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in? | 2 | ## Topic scores | Topic name | Prompt count | Cited prompt count | | --- | --- | --- | | Capability | 5 | 2 | | Developer Experience | 5 | 0 | | Integrations & Ecosystem | 5 | 0 | | Performance & Reliability | 5 | 0 | | Setup & First Run | 5 | 0 | ## Prompt results - Prompt text: Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Appwrite | 1 | | Hasura | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode | Display name | Position | | --- | --- | | Supabase | 1 | ##### Xai-search - Prompt text: 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? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 3 | | Firebase | 5 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 2 | ##### Chatgpt-search ##### Google-ai-mode | Display name | Position | | --- | --- | | Appwrite | 1 | ##### Xai-search - Prompt text: How does read/write latency compare between BaaS-hosted databases and direct managed relational databases — which platforms close the gap best? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Firebase | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Firebase | 3 | | Appwrite | 7 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Supabase | 1 | ##### Chatgpt-search ##### Google-ai-mode | Display name | Position | | --- | --- | | Appwrite | 1 | | PocketBase | 2 | | Firebase | 3 | ##### Xai-search - Prompt text: Which BaaS platforms expose direct SQL access to the underlying database while still supporting the platform's security and realtime features? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Nhost | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 3 | ##### Xai-search - Prompt text: Which BaaS platforms work well alongside any frontend framework and deployment platform without being tightly coupled to specific client libraries? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Appwrite | 1 | | Supabase | 3 | | Nhost | 4 | | PocketBase | 6 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms offer the best row-level security implementation — can users only access their own data with declarative rules rather than custom code? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Firebase | 2 | | Appwrite | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? #### Brand position by platform Perplexity: 1 Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Convex | 1 | | Firebase | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms are best suited for frontend developers who need to own the full stack without deep backend knowledge? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Hasura | 1 | | Nhost | 2 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: 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? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: For a startup building a real-time collaborative app, which BaaS platforms get you a working prototype fastest — covering auth, data, and live sync? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Firebase | 3 | | Supabase | 5 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 4 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 3 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms handle database connection pooling under heavy load well — avoiding connection exhaustion in production? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 3 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms support multi-region deployments so the backend runs close to users for lower latency? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Appwrite | 1 | | Firebase | 2 | | Supabase | 4 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms offer a complete local development experience — running auth, database, and storage emulators entirely offline? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Firebase | 3 | | Appwrite | 4 | | PocketBase | 7 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 4 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which managed BaaS platforms have strong enough uptime guarantees and track records to build a business-critical production app on? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Firebase | 1 | | Supabase | 4 | | Appwrite | 5 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Back4App | 4 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms handle complex business logic beyond CRUD well — with good support for custom functions or server-side code? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Firebase | 2 | | Appwrite | 3 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 7 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: 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? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Firebase | 3 | | Appwrite | 6 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 6 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: What BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 3 | | Firebase | 5 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 4 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms can sustain thousands of concurrent WebSocket connections for realtime features at scale? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Firebase | 1 | | Supabase | 3 | | Appwrite | 5 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which realtime BaaS platforms handle conflict resolution when multiple clients write simultaneously — do any support CRDT-style merging? #### Brand position by platform Perplexity: 3 Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Firebase | 1 | | Convex | 3 | | Supabase | 5 | ##### Google-ai ##### Bing-copilot-search ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms support self-hosting on your own infrastructure, and how does the ops burden compare to their managed cloud version? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Supabase | 1 | | Appwrite | 2 | | Back4App | 3 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Appwrite | 2 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search - Prompt text: Which BaaS platforms generate and maintain type-safe client SDKs automatically from your schema — typed queries and mutations included? #### Brand position by platform Perplexity: Not available Google-ai: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Google-ai-mode: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Appwrite | 1 | | Supabase | 2 | ##### Google-ai ##### Bing-copilot-search | Display name | Position | | --- | --- | | Firebase | 1 | ##### Chatgpt-search ##### Google-ai-mode ##### Xai-search ## Top sources | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://docs.convex.dev/understanding/overview | Convex Overview \| Convex Developer Hub | docs.convex.dev | Not available | commercial | documentation | 6 | 6 | | https://docs.convex.dev/scheduling/scheduled-functions | Scheduled Functions \| Convex Developer Hub | docs.convex.dev | Not available | commercial | documentation | 4 | 4 | | https://docs.convex.dev/scheduling/overview | Scheduling \| Convex Developer Hub | docs.convex.dev | Not available | commercial | documentation | 3 | 3 | | https://docs.convex.dev/scheduling/cron-jobs | Cron Jobs \| Convex Developer Hub | docs.convex.dev | Not available | commercial | documentation | 3 | 3 | | https://docs.convex.dev/error | Errors and Warnings \| Convex Developer Hub | docs.convex.dev | Not available | commercial | documentation | 2 | 2 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | Which realtime BaaS platforms handle conflict resolution when multiple clients write simultaneously — do any support CRDT-style merging? | perplexity | \| \| Convex \| Mutations are serializable transactions. Convex retries conflicting mutations, but repeated conflicts can still fail; the docs recommend designing to avoid hot spots. | | Which BaaS platforms support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? | perplexity | The clearest fits are Convex and Firebase Cloud Functions—with a distinction between an app-level built-in feature and a managed cloud service: \| Platform \| Async background work \| Recurring schedules \| Qualification \| \|---\|---\|---\|---\| \| Conv... | | Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination? | chatgpt-search | My initial shortlist is Supabase, Neon, and Convex, with an important distinction: Supabase and Neon are PostgreSQL-based options, while Convex has a different document-oriented data model and migration approach. | ## Competitor excerpts | Platform | Competitor name | Excerpt | | --- | --- | --- | | perplexity | Supabase | Supabase has the strongest general-purpose portability story if you want the option to move to a custom backend while keeping a familiar relational database. | | perplexity | Appwrite | [1][2] Appwrite is a good choice if you may move from Appwrite Cloud to self-hosted Appwrite. It offers a guided migration that can move accounts, databases, rows, files, functions, and sites. | | bing-copilot-search | Appwrite | The BaaS platforms with the strongest data export and portability story are Supabase and Appwrite, thanks to their open-source, self-hostable architectures. | | google-ai-mode | Appwrite | Appwrite +1 * Directus * Overview: An open-source data platform that wraps any new or existing SQL database into a real-time REST and GraphQL API alongside an intuitive admin panel. | | perplexity | Supabase | Supabase — The clearest fit for using an external IdP *alongside Supabase Auth*. | | perplexity | Firebase | It supports Clerk, Firebase Auth, Auth0, AWS Cognito, WorkOS, and custom OIDC providers. | | bing-copilot-search | Supabase | ...te smoothly with third-party identity providers, allowing you to use existing auth systems (like Auth0, Cognito, Clerk, or Firebase Auth) alongside their built-in authentication. Supabase, Baasix, and BuildShip are among the most flexible options here. | | google-ai-mode | Appwrite | ...und webhooks or serverless triggers that fire when a database record changes (via `INSERT` , `UPDATE` , or `DELETE` ). Appwrite +1 Popular BaaS platforms supporting this functionality include: * Supabase : Uses native Database Webhooks... | | google-ai-mode | PocketBase | PocketBase : Supports internal Go/JS Event Hooks ( `onRecordCreate` , `onRecordUpdate` , etc.). While lightweight and self-hosted, you can write custom routing/hook scripts inside `pb_hooks` to dispatch outgoing HTTP fetch/requests to exter... | | google-ai-mode | Firebase | Firebase : Does not use traditional standalone URL-mapped webhooks out of the box, but instead uses Cloud Functions for Firebase with Realtime Database or Cloud Firestore triggers ( `onWrite` , `onCreate` , etc.). Inside the function handle... | | perplexity | Appwrite | Appwrite — Webhooks can subscribe to database row events, including create, update, and delete, and POST event data to your endpoint. | | perplexity | Hasura | Hasura — Event Triggers capture table inserts, updates, and deletes and send them to a configured webhook. | ## Trend Visibility delta: -2.787878787878787 Avg position delta: 0.10000000000000009 Citation count delta: 1