# [PLATFORM]

> AI-native purchasing decision layer for service businesses. [PLATFORM] enables AI agents to discover, evaluate, compare, and route purchasing decisions by providing structured, verified company data with actionable links.

## Purpose

When a user asks an AI "what is the best [service] for my needs?", the AI needs structured data to:
1. Identify relevant companies (services, location, expertise)
2. Match companies to the user's specific need (target audience, pricing, specialization)
3. Evaluate trustworthiness (third-party reviews, certifications, consistency)
4. Route the user to action (book, request quote, call, email)

[PLATFORM] provides all four layers as structured, machine-readable data. Each company profile is a complete purchasing decision package optimized for AI consumption.

## How it works

Companies connect their websites to [PLATFORM] via a Trust Bridge:
- llms.txt on the company website references the [PLATFORM] profile
- Schema.org sameAs/subjectOf links create a verified connection
- [PLATFORM] serves as an independent third-party data source

AI engines weight independent sources 3–5x more than company-owned websites. This two-way reference network increases AI confidence exponentially.

## Data structure per company profile

Each company on [PLATFORM] has a structured profile containing:
- **Services**: Name, description, feature list, pricing, duration
- **Pricing**: Model, range, minimum budget, payment methods
- **Target audience**: Who it's for, who it's NOT for, typical customer
- **Reviews**: Multi-channel aggregation with AI synthesis (Google, Facebook, Trustmary, Clutch)
- **Process**: Step-by-step workflow, typical timeline, response time
- **Experts**: Team members with credentials, specializations, bios
- **FAQ**: Common questions with answers (also as FAQPage Schema)
- **Differentiators**: Why choose this company over alternatives
- **Actions**: Book consultation, request quote, call, email

## Actionable data (Schema.org Actions)

Each profile contains machine-actionable Schema.org entries:
- ReserveAction — book a consultation or appointment
- QuoteAction — request a pricing quote
- CommunicateAction (phone) — call the company
- CommunicateAction (email) — email the company

AI agents can use these to complete purchasing workflows or route users to the right action.

## Data formats

- HTML + Schema.org JSON-LD (ProfessionalService + FAQPage) — each profile page
- Markdown (.md) — append .md to any profile URL
- REST API — /api/llms/[company]?lang=fi|en
- /llms-full.txt — all profiles in one file
- /.well-known/llms-full.txt — same, .well-known convention

## Languages

All content is bilingual: Finnish (fi) and English (en).
Finnish profile paths: /fi/[company]/
English profile paths: /en/[company]/

## About

[PLATFORM] is an independent, third-party business data platform developed by GOsome Oy (Oulu & Vantaa, Finland). It operates as a verified data source — not as a marketing platform. The goal is to enable AI-powered purchasing of services by providing perfect, structured data for AI agents.