botsee-io

Botsee.io provides AI visibility auditing tools for ChatGPT, Claude, and other LLMs, offering a GEO API for agents to monitor how AI assistants reference your brand. The platform includes dashboards, charts, and a suite of APIs for developers and agencies to integrate AI visibility data into their products, enabling insights into mentions, competitor recommendations, and regional visibility trends.

botsee-io is listed with 1 API on the APIs.io network: BotSee API. Tagged areas include Company, AI, Visibility, Analytics, and LLM.

The botsee-io catalog on APIs.io includes 1 JSON-LD context.

botsee-io’s developer surface includes authentication, engineering blog, getting-started guide, API reference, and 13 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

36.4/100 thin Agent 43/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API 1 Agent Skills

CompanyAIVisibility Analytics LLM

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 36.4/100 · thin

Contract Quality 10.0 / 21

Developer Ergonomics 5.7 / 17

Access Clarity 4.0 / 17

Operational Transparency 2.1 / 11

Contract Governance 3.1 / 10

Discoverability 5.6 / 9

Regulatory Posture 2.9 / 15

Agent readiness — 43/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 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 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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/.

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

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

5 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 23.7 — up to +15.3 composite points
Developer Ergonomics scores 33.3 — up to +13.3 composite points
Contract Quality scores 47.1 — up to +13.2 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/botsee-io/apis.yml: open an issue on github.com/api-evangelist/botsee-io 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 →

APIs 1

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

BotSee API

BotSee API for monitoring AI visibility

Agent Skills 1

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

botsee-io-skill

AGENT SKILL

Rate Limits 1

Documented rate limits and quota policies.

Botsee Io Rate Limits

1 limits

RATE LIMITS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Botsee Io Context

8 classes · 35 properties

JSON-LD

Security Posture 2

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

Botsee Io Authentication

1 scheme

SECURITY

Botsee Io Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

Login

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: botsee-io
name: botsee-io
image: https://botsee.io/images/botsee-og-image.png
description: Botsee.io provides AI visibility auditing tools for ChatGPT, Claude, and other LLMs, offering a GEO API for agents
  to monitor how AI assistants reference your brand. The platform includes dashboards, charts, and a suite of APIs for developers
  and agencies to integrate AI visibility data into their products, enabling insights into mentions, competitor recommendations,
  and regional visibility trends.
url: https://artifacts.apis.io/botsee-io/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Company
- AI
- Visibility
- Analytics
- LLM
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: RateLimits
  url: rate-limits/botsee-io-rate-limits.yml
- type: JSONLD
  url: json-ld/botsee-io-context.jsonld
- type: Vocabulary
  url: vocabulary/botsee-io-vocabulary.yml
- type: DataModel
  url: data-model/botsee-io-data-model.yml
- type: Authentication
  url: authentication/botsee-io-authentication.yml
- type: Conformance
  url: conformance/botsee-io-conformance.yml
- type: LLMsTxt
  url: llms/botsee-io-llms.txt
- type: WellKnown
  url: well-known/botsee-io-well-known.yml
- type: Hosts
  url: hosts/botsee-io-hosts.yml
- type: Vendors
  url: vendors/botsee-io-vendors.yml
- type: PrivacyPolicy
  url: https://botsee.io/privacy
- type: Login
  url: https://botsee.io/login
- type: Blog
  url: https://botsee.io/blog
- type: GettingStarted
  url: https://botsee.io/docs#skill
- type: APIReference
  url: https://botsee.io/docs
- type: DomainSecurity
  url: security/botsee-io-domain-security.yml
- type: Website
  url: https://botsee.io/
apis:
- name: BotSee API
  description: BotSee API for monitoring AI visibility
  humanURL: https://botsee.io/docs
  baseURL: https://botsee.io
  properties:
  - type: OpenAPI
    url: openapi/botsee-io-openapi.json
  aid: botsee-io:botsee-api
x-coverage:
  state: gated
  reason: partner-login
  method: derived
  generated: '2026-10-30'
  generator: derive-coverage.py (pre-flight evidence)
  detail: the company serves an API surface but requires credentials before any description of it can be read
  evidence:
  - url: https://botsee.io/mcp
    status: 401
  - url: https://botsee.io/
    status: 200
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 20
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

botsee-io API — frequently asked questions

Does botsee-io have an API?

Yes. APIs.io lists 1 API from botsee-io, including BotSee API.

Is there an OpenAPI specification for the botsee-io API?

Yes. APIs.io indexes 1 OpenAPI specification for botsee-io, each linked for download from this page.

How do I authenticate with the botsee-io API?

botsee-io documents its authentication (1 scheme). The details are profiled on APIs.io as Botsee Io Authentication.

Is the botsee-io API ready for AI agents?

botsee-io has a Kin Score of 36.4 out of 100 (thin) and an Agent Readiness score of 43.0 (agent-ready), scored by API Evangelist on 2026-10-31.

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

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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.
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