Bounti website screenshot

Bounti

Bounti (Bounti Labs, bounti.ai) is an AI-powered real estate visualization and automation platform founded in 2023 by Ashar Rizqi and Matt Cooley and backed by GV (Google Ventures), Bloomberg Beta, Floodgate, Haystack, Octave Ventures and MS&AD. Its products include AI virtual staging and photo enhancement, cinematic listing-photo animation, automated marketing-video creation, before/after reveal videos, collaborative client studios, and B.Claw — an AI operating system that consolidates 13+ real estate tools (Gmail, calendar, CRM, WhatsApp, website builder) into one conversational interface. Bounti does not publish a general integration API, but it does expose an agent-facing, unauthenticated Content API (advertised via an AI-plugin manifest at /.well-known/ai-plugin.json, alongside an MCP discovery manifest at /.well-known/mcp.json) plus /llms.txt and /llms-full.txt so AI assistants can accurately answer questions about its products, pricing, and content. Bounti also publishes a catalog of 303 named B.Claw skills as machine-readable schema.org SoftwareApplication definitions at bounti.ai/skills, and 34 connector listings at bounti.ai/integrations — but those skills execute only inside the authenticated B.Claw product, whose API at claw.bounti.ai/api has no published contract.

Bounti publishes 2 APIs on the APIs.io network: Llms Full.txt API and Llms.txt API. Tagged areas include Company, Real Estate, Artificial Intelligence, Marketing, and Sales Enablement.

Bounti’s developer surface includes engineering blog, pricing, signup flow, support, authentication, and 23 more developer resources.

🌐 Visit website 📡 Source on GitHub
44.9/100 developing ▲ 12.4 Agent 39/100 agent ready Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
2 APIs 1 MCP Servers
CompanyReal EstateArtificial IntelligenceMarketingSales EnablementVirtual StagingContent GenerationAI Agents

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 44.9/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 4.2 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 1.4 / 13
Governance 2.5 / 12
Discoverability 8.7 / 10
Agent readiness — 39/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 3 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/bounti: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Bounti Llms Full.txt API

The Llms Full.txt API from Bounti — 1 operation(s) for llms full.txt.

Bounti Llms.txt API

The Llms.txt API from Bounti — 1 operation(s) for llms.txt.

Open Collections 3

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Bounti.ai Content Llms Full.txt API

OPEN COLLECTION

Bounti.ai Content Llms Full.txt Llms.txt API

OPEN COLLECTION

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

bounti-mcp.yml

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Bounti Plans Pricing

5 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Bounti Rate Limits

0 limits

RATE LIMITS

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Bounti Authentication

none · 1 scheme

SECURITY

Bounti Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Bounti Vulnerability Disclosure

Hackerone · security.txt · contact published

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

SignUp
SignUp
 Login
Login

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

WellKnown
WellKnown
 LLMsTxt
LLMsTxt
 MCPServer
MCPServer
 AgentSkill
AgentSkill

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conventions
Conventions
 ErrorCatalog
ErrorCatalog
 Lifecycle
Lifecycle
 Conformance
Conformance

Build 2

SDKs, sample code, and the tooling you integrate with

Packages
Packages
 ToolCrosswalk
ToolCrosswalk

Access & Security 5

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 SecurityTxt
SecurityTxt
 VulnerabilityDisclosure
VulnerabilityDisclosure
 Security
Security
 Authentication
Authentication

Operate 2

Status, limits, changes, and where to get help

Support
Support
 RateLimits
RateLimits

Commercial 4

Pricing, plans, and the legal terms of use

Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy
 Plans
Plans

Company 4

The organization behind the API

Website
Website
 About
About
 Blog
Blog
 LinkedIn
LinkedIn

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: bounti
name: Bounti
description: Bounti (Bounti Labs, bounti.ai) is an AI-powered real estate visualization and automation platform founded in
  2023 by Ashar Rizqi and Matt Cooley and backed by GV (Google Ventures), Bloomberg Beta, Floodgate, Haystack, Octave Ventures
  and MS&AD. Its products include AI virtual staging and photo enhancement, cinematic listing-photo animation, automated marketing-video
  creation, before/after reveal videos, collaborative client studios, and B.Claw — an AI operating system that consolidates
  13+ real estate tools (Gmail, calendar, CRM, WhatsApp, website builder) into one conversational interface. Bounti does not
  publish a general integration API, but it does expose an agent-facing, unauthenticated Content API (advertised via an AI-plugin
  manifest at /.well-known/ai-plugin.json, alongside an MCP discovery manifest at /.well-known/mcp.json) plus /llms.txt and
  /llms-full.txt so AI assistants can accurately answer questions about its products, pricing, and content. Bounti also publishes
  a catalog of 303 named B.Claw skills as machine-readable schema.org SoftwareApplication definitions at bounti.ai/skills,
  and 34 connector listings at bounti.ai/integrations — but those skills execute only inside the authenticated B.Claw product,
  whose API at claw.bounti.ai/api has no published contract.
url: https://raw.githubusercontent.com/api-evangelist/bounti/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- bloomberg-beta
- gv
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://bounti.ai/favicon.png
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-08-14'
tags:
- Company
- Real Estate
- Artificial Intelligence
- Marketing
- Sales Enablement
- Virtual Staging
- Content Generation
- AI Agents
apis:
- aid: bounti:bounti-llms-full-txt-api
  name: Bounti Llms Full.txt API
  description: The Llms Full.txt API from Bounti — 1 operation(s) for llms full.txt.
  humanURL: https://bounti.ai/
  baseURL: https://bounti.ai
  tags:
  - Llms Full.txt
  properties:
  - type: OpenAPI
    url: openapi/bounti-llms-full-txt-api-openapi.yml
  - type: APIReference
    url: https://bounti.ai/.well-known/openapi.json
- aid: bounti:bounti-llms-txt-api
  name: Bounti Llms.txt API
  description: The Llms.txt API from Bounti — 1 operation(s) for llms.txt.
  humanURL: https://bounti.ai/
  baseURL: https://bounti.ai
  tags:
  - Llms.txt
  properties:
  - type: OpenAPI
    url: openapi/bounti-llms-txt-api-openapi.yml
  - type: APIReference
    url: https://bounti.ai/.well-known/openapi.json
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/bounti-content-api-overlay.yaml
- type: Website
  url: https://bounti.ai/
- type: About
  url: https://bounti.ai/about
- type: Blog
  url: https://bounti.ai/blog
- type: Pricing
  url: https://bounti.ai/pricing
- type: SignUp
  url: https://claw.bounti.ai/sign-up
- type: Login
  url: https://re.bounti.ai/real-estate/sign-in
- type: TermsOfService
  url: https://bounti.ai/terms-of-service
- type: PrivacyPolicy
  url: https://bounti.ai/privacy-policy
- type: Support
  url: mailto:support@bounti.ai
- type: LinkedIn
  url: https://www.linkedin.com/company/bounti-ai
- type: WellKnown
  url: well-known/bounti-well-known.yml
- type: LLMsTxt
  url: llms/bounti-llms.txt
- type: MCPServer
  url: mcp/bounti-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/bounti-domain-security.yml
- type: SecurityTxt
  url: well-known/bounti-security.txt
- type: VulnerabilityDisclosure
  url: security/bounti-vulnerability-disclosure.yml
- type: Security
  url: security/bounti-vulnerability-disclosure.yml
- type: Packages
  url: packages/bounti-packages.yml
- type: ToolCrosswalk
  url: mcp/bounti-tool-crosswalk.yml
- type: Authentication
  url: authentication/bounti-authentication.yml
- type: Conventions
  url: conventions/bounti-conventions.yml
- type: ErrorCatalog
  url: errors/bounti-problem-types.yml
- type: Lifecycle
  url: lifecycle/bounti-lifecycle.yml
- type: Conformance
  url: conformance/bounti-conformance.yml
- type: Plans
  url: plans/bounti-plans-pricing.yml
- type: RateLimits
  url: rate-limits/bounti-rate-limits.yml
- type: Integrations
  url: https://bounti.ai/integrations
x-enrichment:
  date: '2026-08-14'
  status: enriched
  artifacts_added: 12
  pass: local-v1