AI visibility report for Supabase
Vertical: Databases & Data Infrastructure
AI search visibility benchmark across 5 platforms in Databases & Data Infrastructure.
Also benchmarked
Supabase appears in another vertical
Presence Rate
Top-3 citations across 125 prompt × platform pairs
Sentiment
Peer Ranking
Key Metrics
Platform Breakdown
Google AI Mode
Gemini Search
ChatGPT
Perplexity
GrokOverview
Supabase is an open-source PostgreSQL development platform founded in 2020 by Paul Copplestone and Ant Wilson, and backed by Y Combinator, Accel, and Peak XV. It provides a fully managed backend-as-a-service that bundles a hosted Postgres database with authentication, auto-generated REST and GraphQL APIs, realtime subscriptions, file storage, edge functions, and vector embeddings—all accessible through a unified dashboard and multi-language SDKs. Built on enterprise-grade open-source components including PostgreSQL, PostgREST, and GoTrue, it supports both managed cloud hosting and self-deployment. With over 4 million developers and 3.5 million databases globally, Supabase became the default backend for leading AI coding platforms by 2025. As of October 2025, it holds a $5 billion valuation after raising over $500 million in total funding.
Supabase is the open-source Postgres development platform that bundles a dedicated hosted PostgreSQL database, authentication, auto-generated REST and GraphQL APIs, realtime subscriptions, file storage, serverless edge functions, and vector embeddings into a single integrated backend platform. It is built on open-source components (PostgreSQL, PostgREST, GoTrue, Elixir Realtime) and supports both managed cloud and self-hosted deployments, making it a full-featured, lock-in-free Firebase alternative for modern web, mobile, and AI applications.
Key Facts
- Founded
- 2020
- HQ
- San Francisco, CA, USA
- Founders
- Paul Copplestone, Ant Wilson
- Employees
- 200-300
- Funding
- >$500M
- ARR
- ~$70M
- Customers
- 4M+ developers
- Valuation
- $5B
- Status
- Private
Target users
Key Capabilities10
- Dedicated hosted PostgreSQL database per project with full SQL access and extensions
- Built-in authentication supporting email/password, magic links, phone OTP, social OAuth, and enterprise SSO
- Auto-generated RESTful and GraphQL APIs derived from the database schema via PostgREST and pg_graphql
- Realtime subscriptions over WebSocket for live database change broadcasts to authorized clients
- Edge Functions (serverless, Deno-based) for custom backend logic without server management
- File and media storage API backed by S3 with PostgreSQL-managed permissions
- Vector embeddings and pgvector support for AI/semantic search and RAG pipelines
- Row Level Security (RLS) for granular, policy-based data access control
- Local development CLI with Docker-based environment mirroring cloud setup
- MCP server enabling AI agents and LLM tools to interact with Supabase projects
Key Use Cases8
- SaaS application backend development
- AI and LLM-powered applications with vector search and RAG pipelines
- Mobile and web apps requiring integrated auth, storage, and realtime data
- Rapid prototyping and MVP development
- Multiplayer and collaborative real-time applications
- Self-hosted open-source alternative to proprietary BaaS platforms
- Enterprise applications requiring SOC 2, HIPAA, and ISO 27001 compliance
- Vibe coding and AI-assisted app generation workflows (Bolt, Lovable, Figma)
Supabase customer outcomes
90% codebase reduction (730K to 95K LOC); deployment time from 12–15 min to seconds; 100x peak traffic load test passed
Migrated from MongoDB and AWS Elastic Beanstalk to Supabase, drastically reducing codebase size and achieving near-instant deployments; the platform handled 100x peak traffic during load testing with no database issues.
$1M revenue in 5 months
A bootstrapped founder built an AI application on Supabase and scaled it to $1 million in revenue within five months of launch without dedicated infrastructure teams.
1 million users in 7 months
Used Supabase Auth and row-level security to reach one million users within seven months while maintaining secure, scalable data access.
Recent Trend
How AI describes Supabase3
| | --- | --- | --- | --- | | Supabase | Excellent | Via Terraform bridge/custom code | Projects, auth, storage, database settings, backend resources \[1\] | | PlanetScale | Excellent | Via Terraform bridge | Databases, branches, passwords, access contr...
Which developer-focused database platforms integrate best with IaC tools so database provisioning and config can be version-controlled?
Supabase * Crunchy Data * Amazon RDS for PostgreSQL Local experience score: 10/10 For most web applications, PostgreSQL remains the benchmark.
Which developer-focused databases offer the best local development experience that actually mirrors the production setup?
Supabase (fastest full backend) If you also need: * Authentication * File storage * Realtime subscriptions * Row-level security Then Supabase may be faster overall because you're getting much more than a database.
What's the fastest serverless relational database to spin up and connect to a Node.js backend for a new SaaS app?
Most cited sources5
- S8
Terraform provider | Supabase Features
supabase.com·Documentation
- S7
Supabase | The Postgres Development Platform.
supabase.com·Product Page
- S5
Branching | Supabase Docs
supabase.com·Documentation
- S4
Introducing Branching 2.0
supabase.com·Blog Post
- S3
Local Development & CLI | Supabase Docs
supabase.com·Documentation
Alternatives in Databases & Data Infrastructure6
Supabase positions itself as the open-source Firebase alternative built on PostgreSQL, emphasizing developer velocity ('build in a weekend, scale to millions'), no vendor lock-in, and a fully integrated backend platform.
- It differentiates from proprietary BaaS providers through open-source transparency and self-hosting capability, and from pure-database competitors by bundling auth, storage, realtime subscriptions, edge functions, and vector embeddings alongside Postgres.
- By 2025 it had emerged as the default backend for AI-driven 'vibe coding' tools including Bolt, Lovable, and Figma, with approximately 30% of new signups attributable to AI workloads.
Reviews
Praised
- Fast setup and onboarding
- All backend essentials bundled in one platform
- Excellent documentation and developer experience
- Generous free tier for prototyping
- Open-source transparency and self-hosting option
- Full Postgres with Row Level Security
- Strong AI and vector embedding support
- Intuitive dashboard enabling non-SQL database management
Criticized
- Free-tier projects pause after 7 days of inactivity
- Compute billed separately, causing billing surprises
- No built-in database backup for free users
- Occasional service outages affecting production projects
- Storage and auth feature maturity gaps for complex enterprise use cases
- Limited free-tier customer support responsiveness
User sentiment across G2 and Product Hunt is broadly positive, with developers consistently praising Supabase's comprehensive backend feature set, intuitive dashboard, quality documentation, and rapid time-to-productivity. The open-source Postgres foundation earns particular trust. G2 rates it 4.7/5 from 31 verified reviews. Product Hunt reviewers highlight fast onboarding and the value of having auth, storage, and realtime in one place. Recurring criticisms include free-tier project pausing, billing complexity around compute and storage overages, occasional service outages, and reported gaps in support responsiveness for free users.
Pricing
Four tiers: Free (500 MB database, 50K auth MAUs, 1 GB file storage, 500K edge function invocations; projects pause after 7 days of inactivity); Pro ($25/month: 8 GB database, 100K MAUs, 100 GB storage, 2M edge function invocations, daily backups; usage-based overages apply at $0.125/GB storage and $0.00325 per extra MAU); Team ($599/month: centralized billing, org-level permissions, SOC 2 compliance reports, priority support); Enterprise (custom pricing covering Multigres, HIPAA compliance, dedicated infrastructure, and SLAs). Compute add-ons are billed separately on all paid tiers.
Limitations
- Free-tier projects pause automatically after 7 days of inactivity, making them unsuitable for always-on production use.
- Compute is billed separately per project server and is not covered by the spend cap, creating potential for unexpected charges.
- No built-in database backup for free-tier users.
- Some reviewers note gaps in storage and authentication maturity for complex enterprise scenarios.
- Horizontal scaling (sharding) requires the forthcoming Multigres add-on, not yet generally available.
- Occasional platform outages have been flagged in community and Trustpilot reviews, with free-tier support being limited.
- Vendor dependency risk exists for hosted users, though mitigated by self-hosting support.
Frequently asked questions
Topic Coverage
Prompt-Level Results
| Prompt | ChatGPT | Perplexity | Gemini Search | Grok | Google AI Mode |
|---|---|---|---|---|---|
Capability2/5 cited (40%) | |||||
What are the best dedicated vector databases, and how do they compare to adding vector search extensions to an existing relational database? | |||||
Which managed database platforms offer the best multi-region replication with automatic conflict resolution for write-write scenarios? | |||||
Which globally distributed SQL databases are worth evaluating for a latency-sensitive SaaS product compared to a traditional single-region setup? | |||||
What in-memory caching tools integrate best with persistent databases — and which are worth adding versus just optimizing primary database queries? | |||||
Which columnar databases handle mixed OLAP and OLTP workloads well — when does it make sense to use one over a standard row-store? | |||||
Developer Experience0/5 cited (0%) | |||||
Which developer-focused databases offer the best local development experience that actually mirrors the production setup? | |||||
Which document databases handle schema evolution most smoothly — without requiring migration scripts for every change? | |||||
Which time-series databases have the best query authoring and debugging experience for teams coming from relational databases? | |||||
Which ORMs and query builders offer the best TypeScript experience for a distributed SQL database? | |||||
Which cloud-native database platforms handle connection pooling best for serverless workloads with unpredictable connection spikes? | |||||
Integrations & Ecosystem1/5 cited (20%) | |||||
What tools sync data from a primary operational database to an analytics warehouse for real-time reporting without heavy ETL infrastructure? | |||||
Which developer-focused database platforms integrate best with IaC tools so database provisioning and config can be version-controlled? | |||||
Which cloud database platforms support change data capture for streaming row-level changes to a message queue or event bus with low latency? | |||||
Which managed database platforms have the best ORM and query builder compatibility for JavaScript and Python ecosystems? | |||||
Which managed database platforms make multi-cloud portability practical — so moving between cloud providers isn't a nightmare? | |||||
Performance & Reliability1/5 cited (20%) | |||||
What tools and benchmarks help compare database platforms for high-concurrency transactional workloads before committing to one? | |||||
Which managed database services offer the best backup and point-in-time recovery for production applications handling financial transactions? | |||||
Which time-series databases maintain query performance best at 10 million events per second ingestion over long retention periods? | |||||
Which distributed SQL databases handle automatic failover most reliably when a node goes down — with the fastest recovery times? | |||||
Which serverless database platforms maintain the best read/write throughput under sustained load with reliable autoscaling? | |||||
Setup & First Run2/5 cited (40%) | |||||
Which distributed SQL platforms support migrating from a legacy relational database with minimal downtime for a production application? | |||||
What's the fastest serverless relational database to spin up and connect to a Node.js backend for a new SaaS app? | |||||
I'm evaluating managed cloud databases versus self-hosted options for a seed-stage product — what should I look at? | |||||
Which developer-focused database platforms handle schema migrations with CI/CD pipeline tooling out of the box? | |||||
Which database platforms support branching so I can get a fresh isolated database copy per pull request for feature development? | |||||
Strengths
No clear strengths identified yet.
Gaps5
Which distributed SQL databases handle automatic failover most reliably when a node goes down — with the fastest recovery times?
Competitors on 3 platforms
Which managed database platforms make multi-cloud portability practical — so moving between cloud providers isn't a nightmare?
Competitors on 3 platforms
Which database platforms support branching so I can get a fresh isolated database copy per pull request for feature development?
Competitors on 3 platforms
Which columnar databases handle mixed OLAP and OLTP workloads well — when does it make sense to use one over a standard row-store?
Competitors on 2 platforms
What are the best dedicated vector databases, and how do they compare to adding vector search extensions to an existing relational database?
Competitors on 1 platform
Vertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | PingCAP | 12.0% | 27.0% | 0.8% | 4.8% | 8.8% | #8.0 | +0.22 |
| 2 | Cockroach Labs | 8.0% | 22.0% | 2.4% | 4.0% | 4.8% | #10.6 | +0.16 |
| 3 | Supabase | 6.4% | 10.0% | 1.6% | 0.8% | 6.4% | #16.2 | +0.38 |
| 4 | ClickHouse | 5.6% | 8.0% | 0.8% | 0.0% | 5.6% | #11.5 | +0.00 |
| 5 | PlanetScale | 4.0% | 5.0% | 3.2% | 0.0% | 4.0% | #4.8 | +0.34 |
| 6 | Xata | 2.4% | 5.0% | 0.0% | 2.4% | 2.4% | #4.2 | +0.30 |
| 7 | MongoDB | 2.4% | 8.0% | 0.8% | 0.0% | 2.4% | #6.5 | +0.27 |
| 8 | SingleStore | 2.4% | 3.0% | 1.6% | 0.8% | 2.4% | #8.7 | +0.03 |
| 9 | Redis | 2.4% | 5.0% | 0.0% | 2.4% | 2.4% | #9.0 | +0.17 |
| 10 | Neon | 2.4% | 3.0% | 1.6% | 0.8% | 2.4% | #9.3 | +0.00 |
| 11 | QuestDB | 2.4% | 3.0% | 0.0% | 1.6% | 2.4% | #19.3 | +0.00 |
| 12 | Timescale | 0.8% | 1.0% | 0.0% | 0.8% | 0.8% | #21.0 | +0.00 |
| 13 | EdgeDB | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 14 | Fauna | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 15 | Turso | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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