AI visibility report
Appwrite ranks #1 in Backend-as-a-Service & Realtime AI search.
Outside the top three on 9 of the 25 prompts buyers actually ask.
Back4App is cited on 4 of those losses.
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Track Appwrite across these prompts daily.
Start free trialBest among 10 vendors · still absent from 84% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Bing Copilot
Gemini Search
Google AI Mode
Perplexity
GrokLeader, with room to expand. Appwrite leads this category on presence and share of voice, but appears in only 16% of tracked prompt responses. The priority is defending current wins while expanding absolute coverage.
Where Appwrite is losing
Prompts where competitors are visible and Appwrite is not.
These prompt-level losses are the first prompts to track and repair.
Where Appwrite is winning4
Which BaaS platforms offer a complete local development experience — running auth, database, and storage emulators entirely offline?
Avg # 1.0 · 1 platform
Which BaaS platforms work well alongside any frontend framework and deployment platform without being tightly coupled to specific client libraries?
Avg # 2.0 · 3 platforms
Which BaaS platforms include file storage and CDN capabilities with image transformation, access control, and resumable uploads built in?
Avg # 2.5 · 2 platforms
Which BaaS platforms are best suited for frontend developers who need to own the full stack without deep backend knowledge?
Avg # 5.0 · 1 platform
Where Appwrite 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 offer the best row-level security implementation — can users only access their own data with declarative rules rather than custom code?
Competitors on 2 platforms
Track this promptWhich BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients?
Competitors on 2 platforms
Track this promptWhat'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?
Competitors on 2 platforms
Track this promptFor a startup building a real-time collaborative app, which BaaS platforms get you a working prototype fastest — covering auth, data, and live sync?
Competitors on 1 platform
Track this prompt
Track Appwrite daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Appwrite is an open-source, all-in-one Backend-as-a-Service (BaaS) platform founded in 2019 and headquartered in Tel Aviv, Israel. It provides developers with a unified suite of backend primitives—including authentication, databases, file storage, serverless functions, real-time subscriptions, multi-channel messaging, and web hosting—available via managed cloud or self-hosted Docker deployment. With over 55,900 GitHub stars, Appwrite targets web, mobile, and cross-platform developers who want to avoid assembling disparate backend services. The platform supports 20+ SDKs across major programming languages and frameworks, offers built-in compliance features (GDPR, SOC-2, HIPAA), and explicitly positions itself as an open-source alternative to Firebase and Supabase, emphasizing data ownership and freedom from vendor lock-in.
Appwrite is an open-source Backend-as-a-Service platform that bundles authentication, databases, storage, serverless functions, real-time subscriptions, multi-channel messaging, and web hosting into a single managed cloud or self-hosted solution, enabling developers to build and ship full-stack applications without assembling separate backend services.
Key Facts
- Founded
- 2019
- HQ
- Tel Aviv, Israel
- Founders
- Eldad Fux
- Employees
- 45-50
- Funding
- $37M
- Status
- Private
Target users
Key Capabilities10
- Authentication with 30+ login methods (Email/Password, SMS, OAuth, MFA, Magic URLs, Anonymous)
- Scalable NoSQL databases with relationships, in-memory caching, and advanced permissions
- File storage with encryption at rest and in transit, built-in image transformation, WebP/Brotli compression
- Serverless functions deployed in 30+ isolated runtimes across 13+ languages with GitHub auto-deploy
- Realtime API for event subscriptions across all Appwrite resources
- Multi-channel messaging (SMS, email, push notifications, WhatsApp, Slack, Discord)
- Web hosting (Sites) with SSR, DDoS protection, CDN, and custom domains
- Self-hosting support via Docker with full data ownership and no vendor lock-in
- Built-in security and compliance: GDPR, SOC-2, HIPAA, CCPA, DDoS mitigation, rate limiting
- AI agent integration via MCP server and Appwrite Skills for LLM-aware backend access
Key Use Cases8
- Rapid MVP and side-project backend development
- Web and mobile application backends (SaaS, marketplaces, social platforms)
- Real-time collaborative or event-driven applications
- Cross-platform apps requiring a single backend for web, mobile, and desktop
- Replacing Firebase or Supabase with an open-source, self-hostable alternative
- E-commerce and Shopify app backends requiring event tracking and notifications
- Language learning, community, or social networking platforms
- Enterprise apps requiring compliance (HIPAA, SOC-2) and self-hosted deployment
Appwrite customer outcomes
60% reduction in development time, 40% lower server costs, 30% improvement in response time
Devkind used Appwrite Cloud as the core backend for StoreAlert, a Shopify merchant monitoring app, replacing a fragmented self-managed stack. Appwrite handled authentication, database storage, and scheduled serverless functions.
~700% decrease in infrastructure costs (from £2,000/month to £200–£300/month); scaled to 50,000+ users
K-Collect migrated from a proprietary Node.js + Express backend to Appwrite for authentication, database, storage, and serverless functions, enabling the solo developer to scale the K-pop photo card platform significantly.
7 million requests handled in 90 days; 5,000+ registered users; 324GB bandwidth served in 90 days
LangX built its open-source language exchange platform entirely on Appwrite (Databases, Realtime, Storage, Functions), handling real-time chat, user profiles, and push notifications for a global user base.
Recent Trend
How AI describes Appwrite3
Appwrite: Does not feature a built-in CLI schema diffing/migration workflow out of the box; team migrations typically depend on community CLI tools or custom serverless script orchestrations.
Which BaaS platforms have a solid database migration workflow for team settings — not just manual schema coordination?
Appwrite (Native Support) Appwrite features a robust, native Event/Webhook system built directly into its console.
Which BaaS platforms support outbound webhooks so you can trigger external services when a database record changes?
Appwrite (Best for Lightweight Custom Token Bridging) --------------------------------------------------------- Appwrite offers a developer-friendly path for bridging external authentication systems.
Which BaaS platforms integrate well with third-party auth providers — letting you use an existing identity provider alongside built-in auth?
Most cited sources8
37Best backend as a service platforms (2026) - Appwrite
appwrite.io·Blog Post
- 22
Open-source alternatives to proprietary BaaS tools - Appwrite
appwrite.io·Blog Post
- 17
Backend as a Service (BaaS): Firebase vs Supabase vs Appwrite - Appwrite
appwrite.io·Blog Post
- 15
Migrations - Docs - Appwrite
appwrite.io·Documentation
- 9
Migrate from Supabase - Docs - Appwrite
appwrite.io·Documentation
- 7
Realtime - Docs - Appwrite
appwrite.io·Documentation
Alternatives in Backend-as-a-Service & Realtime6
Appwrite positions itself as the open-source, all-in-one alternative to Firebase and Supabase—differentiating on three axes: (1) a broader product surface that bundles Auth, Databases, Storage, Functions, Messaging, Realtime, and web hosting (Sites) under one subscription; (2) a genuine self-hosting option with no vendor lock-in, giving organizations full data ownership; and (3) a developer-first experience with 20+ SDKs spanning web, mobile, and server runtimes.
- Appwrite explicitly markets itself against Firebase's proprietary lock-in and Supabase's PostgreSQL-centric focus, appealing to teams who want a single managed platform rather than stitching together multiple services.
Reviews
Praised
- Open-source and self-hostable
- Comprehensive all-in-one feature set (auth, DB, storage, functions, realtime)
- Easy to use for MVPs and rapid prototyping
- Active and responsive community (Discord, GitHub)
- Multi-language SDK support
- Transparent and predictable pricing
- No vendor lock-in
- Good documentation
Criticized
- Complex initial setup for production self-hosting
- Database relation queries immature / limited relational support
- Pricing perceived as high in some markets (e.g., India)
- Dashboard/console can feel slow
- Free tier project pausing after inactivity
- Limited enterprise-scale case studies and review volume
- Large pricing gap between Pro and Enterprise tiers
Appwrite has a 4.6/5 rating on G2 (4 reviews) and positive sentiment on Capterra and SourceForge, though review volumes are low across all platforms. Reviewers consistently praise the platform's open-source nature, ease of use for prototyping and MVPs, self-hosting flexibility, comprehensive feature set, and active Discord/GitHub community. Common criticisms include complexity when configuring production-grade self-hosted environments, immaturity of database relation queries, perceived higher pricing in some markets, and occasional dashboard performance issues. The platform is frequently compared favorably to Firebase and Supabase for developer ergonomics, though some reviewers note limited production-scale case studies in the wild.
Pricing
Appwrite offers three tiers as of September 2025. Free ($0/month): 5GB bandwidth, 2GB storage, 750K function executions, 75K monthly active users, limited to 2 projects; free projects pause after 1 week of inactivity. Pro ($25/month per project): 2TB bandwidth, 150GB storage, 3.5M executions, 200K MAU, unlimited databases/buckets/functions, daily backups (7-day retention), email support, budget caps; add-ons available (e.g., additional bandwidth at $15/100GB, additional users at $3/1,000). Enterprise (custom pricing): includes SOC-2/HIPAA/BAA compliance, uptime SLAs, designated success manager, up to 24/7 support, log drains, custom backup policies, SSO, and bring-your-own-cloud options. Self-hosting the open-source version remains free.
Limitations
- Appwrite's free tier pauses projects after one week of inactivity and limits users to 2 projects, which can disrupt development workflows.
- Database relation queries have historically been noted as immature, with some relational features still in beta or not supporting full query capabilities.
- Self-hosting a production-ready Appwrite environment involves meaningful DevOps complexity.
- The platform's G2 review footprint is very small (4 reviews), suggesting limited enterprise adoption visibility.
- Pricing in certain markets (notably India) is perceived as relatively high compared to Firebase.
- The jump from Pro ($25/month) to Enterprise (custom pricing) creates a significant pricing gap for growing teams.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | ChatGPT | Perplexity | Bing Copilot | Google AI Mode | Gemini Search | Grok |
|---|---|---|---|---|---|---|
Capability4/5 cited (80%) | ||||||
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 | Your brand 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 |
What BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic? | A competitor was cited | A competitor was cited | Your brand 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 | Your brand was cited | Your brand and a competitor were cited | Neither your brand nor a competitor was cited |
Developer Experience5/5 cited (100%) | ||||||
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 | Your brand and a competitor were cited | Neither your brand nor a competitor was cited | A competitor was 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? | Your brand 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 | Your brand 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? | 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 have a solid database migration workflow for team settings — not just manual schema coordination? | 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 |
Integrations & Ecosystem4/5 cited (80%) | ||||||
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 | Your brand 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 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? | Your brand and a competitor were cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand was cited | Your brand and a competitor were 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 | Your brand and a competitor were 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 | Your brand was cited | Your brand was cited | Your brand was cited | Neither your brand nor a competitor was cited |
Performance & Reliability1/5 cited (20%) | ||||||
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? | Your brand was cited | A competitor was cited | Your brand 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 Run1/5 cited (20%) | ||||||
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 | 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 |
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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