Shop2LLM

Shop2LLM provides a SaaS solution that makes e‑commerce stores discoverable to AI assistants such as ChatGPT, Claude, Gemini and Perplexity. It offers automatic llms.txt generation, JSON‑LD product schema, AI crawler detection, and analytics on AI‑driven traffic. The platform supports WordPress, Shopify, Magento and other platforms, with a free tier and a Pro tier at $9/month offering multi‑platform AI visibility, advanced tools, and MCP API access.

Shop2LLM is listed with 1 API on the APIs.io network. Tagged areas include Artificial Intelligence, Software-as-a-Service, E-Commerce, Marketing, and Visibility.

Shop2LLM’s developer surface includes documentation, API reference, getting-started guide, engineering blog, pricing, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

19.9/100 emerging ▼ -6.8 Agent 3/100 human only Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemium

1 API

Artificial Intelligence Software-as-a-Service E-Commerce Marketing Visibility

Kin Score

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

Composite quality — 19.9/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 2.6 / 17

Access Clarity 8.1 / 17

Operational Transparency 0.0 / 11

Contract Governance 1.9 / 10

Discoverability 4.6 / 9

Regulatory Posture 2.0 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 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 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 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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 15.5 — up to +16.9 composite points
Operational Transparency scores 0.0 — up to +13.0 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/aiproductscout-shop/apis.yml: open an issue on github.com/api-evangelist/aiproductscout-shop 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 1

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.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 1

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

Shop2LLM API

Endpoints for merchants and AI developers: connect agents over MCP, publish a product feed, and check AI visibility programmatically.

Shop2LLM API pricing

Prices published by Shop2LLM, read 2026-11-01 from aiproductscout.shop/fincore/v1/page/pricing.

Plan	Price
Free	$0/mo
Starter	$19/month
Pro	$49/month

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Aiproductscout Shop Plans Pricing

3 plans

PLANS

Security Posture 1

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

Aiproductscout Shop Domain Security

TLSv1.3

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: aiproductscout-shop
name: Shop2LLM
description: Shop2LLM provides a SaaS solution that makes e‑commerce stores discoverable to AI assistants such as ChatGPT,
  Claude, Gemini and Perplexity. It offers automatic llms.txt generation, JSON‑LD product schema, AI crawler detection, and
  analytics on AI‑driven traffic. The platform supports WordPress, Shopify, Magento and other platforms, with a free tier
  and a Pro tier at $9/month offering multi‑platform AI visibility, advanced tools, and MCP API access.
url: https://artifacts.apis.io/aiproductscout-shop/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-01 (modular-v1; was harvest)
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  probe_state: unreadable
  source:
  - plans
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.20'
created: '2026-11-01'
modified: '2026-11-01'
tags:
- Artificial Intelligence
- Software-as-a-Service
- E-Commerce
- Marketing
- Visibility
tags_raw:
- AI
- SaaS
- E-commerce
- Marketing
- Visibility
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/aiproductscout-shop-plans-pricing.yml
- type: Conformance
  url: conformance/aiproductscout-shop-conformance.yml
- type: LLMsTxt
  url: llms/aiproductscout-shop-llms.txt
- type: Hosts
  url: hosts/aiproductscout-shop-hosts.yml
- type: Vendors
  url: vendors/aiproductscout-shop-vendors.yml
- type: DomainSecurity
  url: security/aiproductscout-shop-domain-security.yml
- type: Website
  url: https://aiproductscout.shop/
- type: Documentation
  url: https://aiproductscout.shop/fincore/v1/page/docs
- type: APIReference
  url: https://aiproductscout.shop/fincore/v1/page/api-docs
- type: GettingStarted
  url: https://aiproductscout.shop/fincore/v1/page/prolanding
- type: Blog
  url: https://aiproductscout.shop/fincore/v1/page/blog/index
- type: Pricing
  url: https://aiproductscout.shop/fincore/v1/page/pricing
- type: TermsOfService
  url: https://aiproductscout.shop/terms
- type: PrivacyPolicy
  url: https://aiproductscout.shop/privacy
apis:
- name: Shop2LLM API
  description: 'Endpoints for merchants and AI developers: connect agents over MCP, publish a product feed, and check AI visibility
    programmatically.'
  humanURL: https://aiproductscout.shop/fincore/v1/page/api-docs
  aid: aiproductscout-shop:shop2llm-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Provider documentation pages exist but no OpenAPI, AsyncAPI, GraphQL, or other machine‑readable contract was found.
  evidence:
  - url: https://aiproductscout.shop/fincore/v1/page/api-docs
    status: 200
  checked: '2026-11-01'
x-enrichment:
  date: '2026-11-01'
  status: enriched
  artifacts_added: 12
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Shop2LLM API — frequently asked questions

Does Shop2LLM have an API?

Yes. APIs.io lists 1 API from Shop2LLM, including Shop2LLM API.

How much does the Shop2LLM API cost?

Shop2LLM publishes its prices; its Free plan is $0/mo as of 2026-11-01. APIs.io lists 3 pricing plans for Shop2LLM, with each plan's price, limits and inclusions under Pricing on this page.

Is the Shop2LLM API ready for AI agents?

Shop2LLM has a Kin Score of 19.9 out of 100 (emerging) and an Agent Readiness score of 3.1 (human-only), 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.

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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.

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