AI visibility report
AI visibility report for 8base in Backend-as-a-Service & Realtime.
Outside the top three on 21 of the 25 prompts buyers actually ask.
Appwrite is cited on 12 of those losses.
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Track 8base across these prompts daily.
Start free trialStill absent from 100% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Perplexity
Bing Copilot
Google AI Mode
Gemini Search
GrokHow to read this. 8base appears in 0% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where 8base is losing
Prompts where competitors are visible and 8base is not.
These prompt-level losses are the first prompts to track and repair.
Where 8base is winning
No clear strengths identified yet.
Where 8base 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 generate and maintain type-safe client SDKs automatically from your schema — typed queries and mutations included?
Competitors on 3 platforms
Track this promptWhat BaaS platforms can handle complex transactional workloads, and which ones require dropping to a custom backend for serious transaction logic?
Competitors on 3 platforms
Track this prompt
Track 8base daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
8base is a Miami-based Backend-as-a-Service and low-code development platform founded in 2017 by Albert Santalo. The platform provides a serverless, GraphQL-powered backend running on AWS, enabling professional developers and digital agencies to build, run, and scale web and mobile applications without managing infrastructure. Core offerings include an auto-generated GraphQL API, a visual App Builder for frontend development, custom serverless functions, built-in authentication, file storage, and real-time subscriptions. In 2024, 8base expanded into AI-assisted product design with Archie, an AI Product Architect that generates technical specifications, data models, and backend scaffolding from natural language prompts. The platform targets entrepreneurs, SaaS startups, and development agencies seeking to reduce development time and infrastructure overhead.
8base is a managed Backend-as-a-Service platform offering an auto-generated GraphQL API over a serverless MySQL database, a visual low-code App Builder, custom serverless functions, built-in auth, real-time subscriptions, and an AI product design tool (Archie). It is hosted on AWS and targets professional developers, SaaS founders, and digital agencies seeking to accelerate full-stack application development without DevOps overhead.
Key Facts
- Founded
- 2017
- HQ
- Miami, FL, USA
- Founders
- Albert Santalo
- Employees
- 30-50
- Funding
- ~$10.7M
- Customers
- ~1,200
- Status
- Private
Target users
Key Capabilities10
- Auto-generated GraphQL API from visual data model with filtering, pagination, and sorting
- Serverless MySQL backend hosted on AWS with managed scaling and DevOps-free operation
- Visual low-code App Builder for building and deploying frontend web applications
- Archie AI: AI product architect for generating specifications, data models, test data, and backend functions from natural language prompts
- Custom serverless functions (TypeScript/JavaScript) for extending backend logic
- Built-in authentication, role-based access control, and external identity provider integrations
- GraphQL Subscriptions for real-time data feeds via WebSocket
- CI/CD environments for professional development lifecycle management
- File storage and asset management with CDN-backed frontend hosting
- SOC 2, HIPAA, and GDPR compliance available as add-ons
Key Use Cases7
- Rapid MVP and SaaS product development by founders and small teams
- Multi-tenant SaaS and marketplace backends
- Digital agency client project delivery with reusable backend infrastructure
- Internal business applications requiring a managed backend
- Enterprise application modernization with GraphQL APIs
- Mobile and web application backends for front-end-only developer teams
- AI-assisted product design and technical specification generation
Recent Trend
How AI describes 8base1
...| Via Realtime + GraphQL extension | Not true GraphQL subscriptions | Horizontally scalable | PostgreSQL-centric apps | | 8base | Limited | No | Managed | Business applications | | [Nhost](https://nhost....
Which BaaS platforms handle GraphQL subscriptions and live queries at scale with thousands of concurrent connected clients?
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Backend-as-a-Service & Realtime6
8base positions itself as a GraphQL-first, full-lifecycle Backend-as-a-Service platform targeting professional developers and digital agencies.
- Unlike pure open-source BaaS competitors (Supabase, Appwrite, Nhost), 8base bundles a managed serverless MySQL/GraphQL backend, a visual low-code App Builder, and an AI product-design tool (Archie) into a single managed platform hosted on AWS.
- Its differentiator is covering the entire SDLC—from AI-assisted product specification through backend generation, frontend building, and production deployment—while using standard, portable technologies (GraphQL, TypeScript, MySQL) that prevent vendor lock-in.
- It competes more narrowly against low-code BaaS platforms than against open-source self-hosted alternatives, and targets agencies and SaaS founders seeking speed without sacrificing extensibility.
Reviews
Praised
- Rapid backend setup and deployment
- Auto-generated GraphQL API with filtering and pagination
- Easy to use for developers of varying skill levels
- Responsive and helpful customer support
- Full-stack integration (frontend + backend in one platform)
- Production-ready and scalable out of the box
- Serverless architecture eliminates DevOps burden
Criticized
- Documentation clarity and depth insufficient
- Limited App Builder templates for non-technical users
- Abstraction can feel limiting for code-centric developers
- Occasional platform performance issues
8base holds a 4.5/5 rating on G2 from 43 verified reviews, with 74% five-star ratings. Users consistently praise the platform for rapid backend setup, the auto-generated GraphQL API, ease of use for both technical and less-technical team members, and responsive customer support. Criticisms center on documentation depth and clarity, a limited number of App Builder templates, and occasional performance issues. Some experienced developers note the trade-off between abstraction convenience and explicit code visibility.
Pricing
8base offers four tiers. Free ($0/mo): 1 developer, limited capacity (2,500 DB rows, 0.5 GB storage, 100K API calls/mo). Developer ($25/mo): 1 developer seat, 500K rows, 50 GB storage, 1M API calls/mo. Professional ($50/developer/mo, minimum 3 developers): CI/CD, role-based permissions, 5M rows, 500 GB storage, 5M API calls/mo. Enterprise ($75/developer/mo, minimum 10 developers): unlimited capacity, self-hosted option, advanced SQL, SLAs up to 99.999% uptime, SOC 2/HIPAA/GDPR compliance. An Agency plan variant is also available. Overage pricing applies on metered resources for paid tiers. Compliance add-ons (SOC 2, HIPAA, GDPR) are available starting at the Professional level.
Limitations
- 8base is a small company (~30–50 employees) with limited developer community traction compared to Supabase or Firebase—its GitHub organization has modest star counts and low recent commit activity as of 2024.
- The free tier is significantly constrained (2,500 database rows, 2 GB bandwidth).
- The Professional plan requires a minimum of 3 developer seats ($150/mo minimum), which may deter solo developers.
- G2 reviewers note that documentation clarity and depth can be lacking, and the App Builder has limited out-of-the-box templates.
- The platform uses a proprietary managed environment, which, despite portability assurances, creates some dependency on 8base infrastructure.
- Market visibility is low (ranked last in its DevTune vertical cohort of 10 brands).
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | ChatGPT | Perplexity | Bing Copilot | Google AI Mode | Gemini Search | Grok |
|---|---|---|---|---|---|---|
Capability0/5 cited (0%) | ||||||
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? | 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 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? | 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 support background jobs and scheduled tasks natively — async queues and cron jobs without external tooling? | 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 |
Developer Experience0/5 cited (0%) | ||||||
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 | 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? | 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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