Rank #4 of 6 in Vibe-Coding App Builders
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Install
npm install v0-sdkShowcase


Products
Vercel, product by product →Vercel ships more than one product — each judged line competes in its own arena on the same stories as everyone else.
| Line | Arena | Rank | PA Score | Agent-ready |
|---|---|---|---|---|
| Vercel | Edge & App Platforms | #4/6 | 25/100 | 44/100 |
| v0this page | Vibe-Coding App Builders | #4/6 | 21/100 | 24/100 |
| Vercel Sandbox | Agent Sandboxes & Code Execution | #5/8 | 25/100 | 41/100 |
| Vercel AI Gateway | Model Gateways & Routers | #3/7 | 29/100 | 41/100 |
| skills.sh | Agent Skills & Extensions | #5/5 | 18/100 | 29/100 |
Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Backend data — stories about backend data in this arenaBackend dataevidence →
Stories about backend data in this arena
Code ownership — stories about code ownership in this arenaCode ownershipevidence →
Stories about code ownership in this arena
Collaboration teams — stories about collaboration teams in this arenaCollaboration teamsevidence →
Stories about collaboration teams in this arena
Deploy domains — stories about deploy domains in this arenaDeploy domainsevidence →
Stories about deploy domains in this arena
Iteration editing — stories about iteration editing in this arenaIteration editingevidence →
Stories about iteration editing in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limitsevidence →
Free-tier ceilings, usage caps, and rate limits before you have to pay
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Prompt to app — stories about prompt to app in this arenaPrompt to appevidence →
Stories about prompt to app in this arena
Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystemevidence →
Stories about templates ecosystem in this arena
Story verdicts — every judged story with its evidenceStory verdicts
What’s free: 0 free · 2 paid · 0 enterprise · 29 not stated in evidence
Follow the green: where the map greys out is where v0 stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
✓8/10
unlocks → Webhooks · Scoped API keys · Machine-readable spec · Versioning policy · Official CLI
Subscribe to events via webhooks
—–
Build against official SDKs
✓7/10
Issue scoped/least-privilege API credentials for an agent
—0/10
Connect an agent via an official MCP server
n/an/a
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—–
Test against a sandbox environment without touching production data
~6/10
Explore an interactive API reference with runnable examples
—0/10
Docs for agents
Point an agent at llms.txt or agent-oriented docs
—–
Agentic features
Delegate tasks to a built-in AI assistant inside the product
✓8/10
unlocks → MCP client
Operate the product with natural-language commands
✓8/10
unlocks → Autonomous automations
Plug MCP servers into this product so it can use their tools
—–
Get AI-generated insights and suggestions from my data inside the product
~4/10
Set up automations that run autonomously in the background
—0/10
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Backend data — stories about backend data in this arenaBackend data
Stories about backend data in this arena
Add AI features like LLM calls and agents to my generated app without managing provider keys myself
~5/10
Add user sign-up and login (email, social providers) scaffolded by the builder
~5/10
Get a database provisioned and wired into my app without leaving the builder
✓7/10
Have the platform review my generated app for security issues before it goes live
—–
Add server-side functions and third-party integrations like payments and email from the builder
~5/10
Code ownership — stories about code ownership in this arenaCode ownership
Stories about code ownership in this arena
Collaboration teams — stories about collaboration teams in this arenaCollaboration teams
Stories about collaboration teams in this arena
Deploy domains — stories about deploy domains in this arenaDeploy domains
Stories about deploy domains in this arena
Iteration editing — stories about iteration editing in this arenaIteration editing
Stories about iteration editing in this arena
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one
~3/10
Open and edit the generated source code directly inside the builder
—0/10
Interact with a live preview of my app while building, before publishing
✓8/10
Refine my app through follow-up prompts without breaking what already works
~5/10
Select an element and edit its text, style, or layout directly without a prompt round-trip
~3/10
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits
Free-tier ceilings, usage caps, and rate limits before you have to pay
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Prompt to app — stories about prompt to app in this arenaPrompt to app
Stories about prompt to app in this arena
Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystem
Stories about templates ecosystem in this arena
Sorted by importance (agentic first) (high → low) · 52/52 stories · click a row’s chevron for the rationale and evidence
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Tprobed | |
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Cclaimed | |
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | untested | none yet | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Tprobed | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 7/10 | Cclaimed | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Cclaimed | |
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 4/10 | Cclaimed | |
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | partial | 6/10 | Cclaimed | |
Describe an app in natural language and get a working full-stack application C Generation | founder | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | fullpaid | 8/10 | Tprobed | |
Generate and manage apps programmatically through a platform API C Programmatic generation | ai-native user | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | full | 8/10 | Cclaimed | |
Generate both frontend UI and backend logic from a single prompt C Generation | developer | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | full | 8/10 | Xcommunity | |
Publish my app to a live URL in one step C Publish | founder | Deploy domains — stories about deploy domains in this arenaDeploy domains | 3 | full | 8/10 | Xcommunity | |
Sync my project to my own GitHub repository and keep changes flowing both ways C Git sync | developer | Code ownership — stories about code ownership in this arenaCode ownership | 3 | full | 8/10 | Cclaimed | |
Export the full source code and run or host the app outside the platform G Export | developer | Code ownership — stories about code ownership in this arenaCode ownership | 3 | full | 7/10 | Cclaimed | |
Get a database provisioned and wired into my app without leaving the builder C Database | developer | Backend data — stories about backend data in this arenaBackend data | 3 | full | 7/10 | Cclaimed | |
Add user sign-up and login (email, social providers) scaffolded by the builder C Auth | developer | Backend data — stories about backend data in this arenaBackend data | 3 | partial | 5/10 | Xcommunity | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | partial | 5/10 | Cclaimed | |
Refine my app through follow-up prompts without breaking what already works C Prompt iteration | founder | Iteration editing — stories about iteration editing in this arenaIteration editing | 3 | partial | 5/10 | Xcommunity | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | none | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | n/a | untested | none yet | |
Interact with a live preview of my app while building, before publishing C Preview | founder | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | full | 8/10 | Xcommunity | |
Work on the app locally with my own editor and tooling and push changes back to the platform G Export | developer | Code ownership — stories about code ownership in this arenaCode ownership | 2 | full | 7/10 | Cclaimed | |
Import a Figma file or existing design and have the builder implement it G Design import | designer | Prompt to app — stories about prompt to app in this arenaPrompt to app | 2 | partial | 6/10 | Cclaimed | |
Add AI features like LLM calls and agents to my generated app without managing provider keys myself C Ai features | ai-native user | Backend data — stories about backend data in this arenaBackend data | 2 | partial | 5/10 | Cclaimed | |
Add server-side functions and third-party integrations like payments and email from the builder C Server logic | developer | Backend data — stories about backend data in this arenaBackend data | 2 | partial | 5/10 | Cclaimed | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | partial | 5/10 | Cclaimed | |
My team can work on the same project together in a shared workspace C Collaboration | founder | Collaboration teams — stories about collaboration teams in this arenaCollaboration teams | 2 | partial | 5/10 | Cclaimed | |
Understand what credits or tokens each action consumes and what my plan includes G Pricing | founder | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | disputedpaid | 5/10 | Dcontradicted | |
Start from a template or community project instead of a blank prompt C Templates | founder | Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystem | 2 | partial | 4/10 | Xcommunity | |
Connect a custom domain to my published app C Domains | founder | Deploy domains — stories about deploy domains in this arenaDeploy domains | 2 | partial | 3/10 | Cclaimed | |
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one C Agent integration | ai-native user | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | partial | 3/10 | Cclaimed | |
Select an element and edit its text, style, or layout directly without a prompt round-trip C Visual editing | designer | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | partial | 3/10 | Cclaimed | |
Open and edit the generated source code directly inside the builder C Code editing | developer | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | none | 0/10 | ||
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Have the platform review my generated app for security issues before it goes live C Security | developer | Backend data — stories about backend data in this arenaBackend data | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | none | untested | none yet | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | partial | 6/10 | Cclaimed | |
Deploy the generated app to an external host or my own infrastructure C Publish | developer | Deploy domains — stories about deploy domains in this arenaDeploy domains | 1 | partial | 5/10 | Cclaimed |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 36 stories with headroom
What would move v0’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools
nonemoves agent-readyimpact 45
Missing: any mention of MCP protocol/server support, documented tool-use via MCP, or third-party MCP connector.
Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events
nonemoves PA Scoreimpact 30
Missing: any documented rule engine, event triggers, or workflow automation configuration beyond routine CI/deployment fixes.
Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models
nonemoves PA Scoreimpact 30
No evidence in the pack addresses data-training opt-out, privacy controls, or any statement about whether user data/code is used to train AI models; nothing mentions a privacy policy toggle or enterprise no-training guarantee.
Agenticness — how well agents can access and operate the productPoint an agent at llms.txt or agent-oriented docs
nonemoves agent-readyimpact 30
No evidence that v0 publishes an llms.txt file or agent-oriented docs endpoint that other agents can be pointed at; the docs.md probe shows a markdown version of a page but not a standardized llms.txt/agent-discovery mechanism referenced anywhere in the pack.
Agenticness — how well agents can access and operate the productSet up automations that run autonomously in the background
nonemoves Built-in AIimpact 30
v0's docs describe on-demand code generation, GitHub integration, deployments, and API access, but there is no evidence of scheduled/triggered automations or background agentic tasks that run autonomously without a user-initiated chat or API call (e.g., no cron jobs, webhooks, or persistent background workers are described).
Agenticness — how well agents can access and operate the productUse an official CLI
nonemoves agent-readyimpact 30
Evidence shows a v0 API and a JavaScript/TypeScript SDK (v0-sdk) for programmatic access, but no official command-line interface tool is documented anywhere in the pack.
Agenticness — how well agents can access and operate the productIssue scoped/least-privilege API credentials for an agent
nonemoves agent-readyimpact 30
Missing: any documentation of granular permission scopes, per-agent tokens, or restricted API key capabilities.
Agenticness — how well agents can access and operate the productSubscribe to events via webhooks
nonemoves agent-readyimpact 30
No evidence of a webhooks subscription/event system in v0's docs or API pack; the API is described as request/response (create chats, streaming) with no mention of webhook endpoints or event subscriptions.
Showing the top 8 of 36 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map4 surfaces · 31 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
docs30 stories
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Get AI-generated insights and suggestions from my data inside the product
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Test against a sandbox environment without touching production data
- Version, review, and roll back my automations
- Add AI features like LLM calls and agents to my generated app without managing provider keys myself
- Add user sign-up and login (email, social providers) scaffolded by the builder
- Get a database provisioned and wired into my app without leaving the builder
- Add server-side functions and third-party integrations like payments and email from the builder
- Export the full source code and run or host the app outside the platform
- Work on the app locally with my own editor and tooling and push changes back to the platform
- Sync my project to my own GitHub repository and keep changes flowing both ways
- My team can work on the same project together in a shared workspace
- Connect a custom domain to my published app
- Deploy the generated app to an external host or my own infrastructure
- Publish my app to a live URL in one step
- Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one
- Interact with a live preview of my app while building, before publishing
- Refine my app through follow-up prompts without breaking what already works
- Do everything through the API that I can do in the UI
- Export all of my data in open formats and leave
- Understand what credits or tokens each action consumes and what my plan includes
- Import a Figma file or existing design and have the builder implement it
- Generate both frontend UI and backend logic from a single prompt
- Describe an app in natural language and get a working full-stack application
- Generate and manage apps programmatically through a platform API
- Start from a template or community project instead of a blank prompt
v0.app15 stories
- Get AI-generated insights and suggestions from my data inside the product
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Add AI features like LLM calls and agents to my generated app without managing provider keys myself
- Get a database provisioned and wired into my app without leaving the builder
- Export the full source code and run or host the app outside the platform
- Work on the app locally with my own editor and tooling and push changes back to the platform
- Connect a custom domain to my published app
- Deploy the generated app to an external host or my own infrastructure
- Publish my app to a live URL in one step
- Interact with a live preview of my app while building, before publishing
- Select an element and edit its text, style, or layout directly without a prompt round-trip
- Export all of my data in open formats and leave
- Generate both frontend UI and backend logic from a single prompt
- Describe an app in natural language and get a working full-stack application
Hacker News10 stories
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Add user sign-up and login (email, social providers) scaffolded by the builder
- Publish my app to a live URL in one step
- Interact with a live preview of my app while building, before publishing
- Refine my app through follow-up prompts without breaking what already works
- Understand what credits or tokens each action consumes and what my plan includes
- Generate both frontend UI and backend logic from a single prompt
- Describe an app in natural language and get a working full-stack application
- Start from a template or community project instead of a blank prompt
GitHub README8 stories
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Operate the product with natural-language commands
- Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one
- Do everything through the API that I can do in the UI
- Describe an app in natural language and get a working full-stack application
- Generate and manage apps programmatically through a platform API
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
4 of 17 testable claims verified · 2 contradicted → integrity 0/100
42 distinct capability claims found in v0’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
4
Verified
11
Unverified
2
Contradicted
15
Undersold
Verified (6)
“One-click deploy to Vercel's scalable infrastructure”
“Scaffold full-stack apps or components following best practices”
Generate both frontend UI and backend logic from a single promptfullproof ↗
“Start a project from existing files without consuming tokens”
Start from a template or community project instead of a blank promptpartialproof ↗
“Deploying from any chat sharing a Project updates the same production URL”
“One-click deployment to production in seconds”
“Preview deployments are built automatically from working branches”
Interact with a live preview of my app while building, before publishingfullproof ↗
Unverified (25)
“Connect a project to GitHub for repo storage, branches, previews, CI, and PR-based publishing”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Import existing code from GitHub to start a project”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Public API gives programmatic access to code generation, chat, project management, and deployment”
Drive the product through a documented public APIfullproof ↗
“Public API gives programmatic access to code generation, chat, project management, and deployment”
Generate and manage apps programmatically through a platform APIfullproof ↗
“Turn mockups into high-fidelity UIs reflecting user flows and constraints”
Import a Figma file or existing design and have the builder implement itpartialproof ↗
“Fine-tune UI details with visual controls and live preview”
Select an element and edit its text, style, or layout directly without a prompt round-trippartialproof ↗
“A Project shares deployment, hosting, domains, and env vars across connected chats”
“Create high-fidelity UIs from wireframes or mockups”
Import a Figma file or existing design and have the builder implement itpartialproof ↗
“Clone pages from screenshots or Figma files”
Import a Figma file or existing design and have the builder implement itpartialproof ↗
“Duplicate Branch dialog creates a new chat/branch containing current branch's commits”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Build custom chat interfaces on top of v0's AI code generation”
Drive the product through a documented public APIfullproof ↗
“SDK lets you create chats programmatically, e.g. requesting app generation”
“SDK lets you create chats programmatically, e.g. requesting app generation”
Generate and manage apps programmatically through a platform APIfullproof ↗
“Multiple chats can connect to the same Project for working on different parts”
My team can work on the same project together in a shared workspacepartialproof ↗
“Connect to a backend to build data-driven applications”
Get a database provisioned and wired into my app without leaving the builderfullproof ↗
“SDK provides a readable stream utility for server results”
“Importing from GitHub creates a chat at a selected base branch”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Integrations available with databases (Upstash Redis, Neon Postgres), backend services (Supabase), and AI model providers”
Get a database provisioned and wired into my app without leaving the builderfullproof ↗
“Integrations available with databases (Upstash Redis, Neon Postgres), backend services (Supabase), and AI model providers”
Add AI features like LLM calls and agents to my generated app without managing provider keys myselfpartialproof ↗
“Connect to GitHub and push code directly to a repository”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Automatically integrates with third-party tools and APIs without requiring accounts”
Add server-side functions and third-party integrations like payments and email from the builderpartialproof ↗
“v0 autonomously plans, creates tasks, and connects to databases while building”
Get a database provisioned and wired into my app without leaving the builderfullproof ↗
“GitHub integration supports importing repositories”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Work on isolated branches, preview changes, run CI, and publish via pull requests”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Connect project to third-party services for external data and functionality”
Add server-side functions and third-party integrations like payments and email from the builderpartialproof ↗
Contradicted (6)
“Automatically diagnoses build/log failures and applies a fix”
Have the platform review my generated app for security issues before it goes livenone
“Users can purchase additional credits on paid plans”
Understand what credits or tokens each action consumes and what my plan includesdisputedproof ↗
“Automatically fix code errors using intelligent diagnostics”
Have the platform review my generated app for security issues before it goes livenone
“Fix Build option reads logs, diagnoses failures, and applies fixes automatically”
Have the platform review my generated app for security issues before it goes livenone
“Premium paid plan offers higher usage limits”
Understand what credits or tokens each action consumes and what my plan includesdisputedproof ↗
“Branch menu can auto-fix merge conflicts or CI failures”
Have the platform review my generated app for security issues before it goes livenone
Undersold (15)
Run the product headlessly / in CI for automationpartialproof ↗
Get AI-generated insights and suggestions from my data inside the productpartialproof ↗
Delegate tasks to a built-in AI assistant inside the productfullproof ↗
Operate the product with natural-language commandsfullproof ↗
Test against a sandbox environment without touching production datapartialproof ↗
Add user sign-up and login (email, social providers) scaffolded by the builderpartialproof ↗
Export the full source code and run or host the app outside the platformfullproof ↗
Work on the app locally with my own editor and tooling and push changes back to the platformfullproof ↗
Deploy the generated app to an external host or my own infrastructurepartialproof ↗
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in onepartialproof ↗
Refine my app through follow-up prompts without breaking what already workspartialproof ↗
Do everything through the API that I can do in the UIpartialproof ↗
Export all of my data in open formats and leavepartialproof ↗
Describe an app in natural language and get a working full-stack applicationfullproof ↗
Claims outside our story set (8)
Real capability claims found in v0’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Create custom hooks and functionality”
source ↗“Add basic accessibility improvements to design elements”
source ↗“Create interactive components for developer handoff”
source ↗“Migrate projects to latest Next.js features”
source ↗“Command palette lets you search across chats and Vercel Projects”
source ↗“View CI check status: running, passing, skipped, or failing”
source ↗“Define reusable design tokens like colors, typography, and styles across projects”
source ↗“iOS app lets you build and design on the go”
source ↗
Business model
Free tier with monthly credits; Premium and Team plans are per-user subscriptions that include larger credit allowances, plus usage-based model credits.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
