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 API contracts indexed 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.

The Bounti catalog on APIs.io includes 1 Spectral governance ruleset.

Bounti’s developer surface includes engineering blog, pricing, signup flow, support, authentication, and 24 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

45.8/100 developing ▬ flat Agent 26/100 agent aware Front door AI 6/6 dominant Heartbeat 51/100 slowing saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemium

1 published contract 3 Agent Skills

Company Real Estate Artificial Intelligence Marketing Sales Enablement Virtual Staging Content Generation AI Agents

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 45.8/100 · developing

Contract Quality 10.0 / 21

Developer Ergonomics 5.7 / 17

Access Clarity 13.2 / 17

Operational Transparency 1.2 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 4.2 / 15

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 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 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 4 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics does not apply to this provider. The published contracts declare no write operations, and a read-only API cannot create-or-update. The facet is excluded from this provider's denominator entirely — not scored zero. A reference or data API is not deficient for being unable to upsert.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/bounti/"><img src="https://apis.io/badge/bounti/card.svg" alt="Bounti on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

5 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Developer Ergonomics scores 33.3 — up to +13.3 composite points
Contract Quality scores 46.9 — up to +13.3 composite points
Operational Transparency scores 10.5 — up to +11.6 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/bounti/apis.yml: open an issue on github.com/api-evangelist/bounti to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent Skills

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

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 2

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

Bounti.ai Content Llms Full.txt API

OPEN COLLECTION

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

OPEN COLLECTION

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

B.Claw — Comparative Market Analysis Runner skill

AGENT SKILL

B.Claw — Daily Morning Briefing skill

AGENT SKILL

Access Bounti.ai product content for agents

AGENT SKILL

Bounti API pricing

Prices published by Bounti, read 2026-10-28 from bounti.ai/pricing.

Plan	Price
Free	$0 forever Includes: About a week of real use; all features included; no credit card required
Start	$99/ month Includes: ~100 actions / month
Light	$219/ month Includes: ~240 actions / month
Medium	$349/ month Includes: 40+ actions / day
Heavy	$599/ month Includes: 80+ actions / day; 10+ CMAs per month

Plan details, limits and sources →

Billed by: actions · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Bounti Plans Pricing

5 plans

PLANS

Bounti Price Estimates

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Bounti Rate Limits

0 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Bounti

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Bounti Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Bounti API Rules

27 rules · 25 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Bounti Content Api Overlay

3 actions · documentation · bounti-content-api-openapi.json

DERIVED

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

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

LLMsTxt

LLMsTxt

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Lifecycle

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

TermsOfService

PrivacyPolicy

Plans

Company 5

The organization behind the API

BlogRSS

Website

About

Blog

LinkedIn

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

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
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
image: https://bounti.ai/favicon.png
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
tags:
- Company
- Real Estate
- Artificial Intelligence
- Marketing
- Sales Enablement
- Virtual Staging
- Content Generation
- AI Agents
tags_raw:
- Company
- Real Estate
- Artificial Intelligence
- Marketing
- Sales Enablement
- Virtual Staging
- Content Generation
- AI Agents
- Real-Estate
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/
  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/
  tags:
  - Llms.txt
  tags_raw:
  - 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:
- url: https://bounti.ai/rss.xml
  type: BlogRSS
- 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: X-MCPServerCandidate
  url: mcp/bounti-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- 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

Bounti API — frequently asked questions

Does Bounti have an API?

Yes. APIs.io lists 2 APIs from Bounti, including Bounti Llms Full.txt API and Bounti Llms.txt API.

Is there an OpenAPI specification for the Bounti API?

Yes. APIs.io indexes 2 OpenAPI specifications for Bounti, each linked for download from this page.

How do I authenticate with the Bounti API?

Bounti uses bearer-token authentication (none · 1 scheme). The details are profiled on APIs.io as Bounti Authentication.

How much does the Bounti API cost?

Bounti publishes its prices; its Free plan is $0 forever as of 2026-10-28. APIs.io lists 5 pricing plans for Bounti, with each plan's price, limits and inclusions under Pricing on this page.

Is the Bounti API ready for AI agents?

Bounti has a Kin Score of 45.8 out of 100 (developing) and an Agent Readiness score of 25.8 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/bounti"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/bounti/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/bounti/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.