# MILO College ROI — AI usage policy
# Hosted at: https://college-roi.net/.well-known/ai.txt
#
# This file states how AI agents, crawlers, and training systems
# may interact with this site and its data. No single global
# standard for AI policy files exists yet, so this is written to
# be both human-readable and clearly directive. Honored on a
# good-faith basis. Bump the Expires date at most once a year.
#
# Companion files:
#   /.well-known/security.txt           (RFC 9116, security contact)
#   /LICENSE-DATA.md                    (legal terms for the data)
#   /robots.txt                         (crawl directives)
#   /llms.txt                           (LLM-facing index)

# -----------------------------------------------------------------
# Citing this site in AI-generated answers
# -----------------------------------------------------------------
# Allowed. Attribution required on each use.
#
#   Required format (or equivalent that preserves all three parts):
#     "MILOai College ROI — https://college-roi.net
#      (Scorecard release <version>, computed <YYYY-MM-DD>)"
#
#   The release version is returned in every /api/* JSON response
#   as `scorecard_version`. Use it.
#
# Allow-Citation: yes
# Citation-Attribution: required
# Citation-Excerpt-Max-Chars: 280

# -----------------------------------------------------------------
# Per-record API access
# -----------------------------------------------------------------
# /api/* endpoints are open for agent use. Please:
#   - send a User-Agent that names your client and links to a URL
#     where we can contact you;
#   - cache responses for at least 1 hour where possible;
#   - respect HTTP 429 backoff.
#
# Allow-API: yes
# API-Rate-Limit: 60 requests/minute per IP (soft)
# API-License: CC BY 4.0 — see /LICENSE-DATA.md

# -----------------------------------------------------------------
# Bulk download / mirroring / republishing the dataset
# -----------------------------------------------------------------
# The cleaned schools × majors join, the AI-outlook categorization
# (interpretive read of the WEF Future of Jobs 2025), and the
# 20-year earnings model are MILOai's derived work product. Bulk
# download, mirroring, or redistribution as a standalone dataset
# requires written permission.
#
# Allow-Bulk-Mirror: no
# Bulk-Mirror-Contact: mailto:ilomilo1442@gmail.com

# -----------------------------------------------------------------
# Use for training AI / ML models
# -----------------------------------------------------------------
# Training on this site's content is reserved under the TDM (Text
# and Data Mining) Reservation Protocol. If you want to include
# MILOai pages or API responses in a training corpus, contact us
# first. Permission is generally available for non-commercial
# research with proper attribution; commercial training requires
# a licensing conversation.
#
# Allow-AI-Training: no (reserved)
# AI-Training-Contact: mailto:ilomilo1442@gmail.com

# -----------------------------------------------------------------
# Search / agentic retrieval (read-only crawls for citation only)
# -----------------------------------------------------------------
# Always allowed. No login required, no rate limit beyond the API
# soft limit above.
#
# Allow-Indexing: yes
# Allow-Agent-Retrieval: yes

# -----------------------------------------------------------------
# Specific crawlers — see robots.txt for the full list. Examples:
# -----------------------------------------------------------------
# GPTBot, OAI-SearchBot           : retrieval allowed, training reserved
# ClaudeBot, anthropic-ai         : retrieval allowed, training reserved
# Google-Extended                 : retrieval allowed, training reserved
# PerplexityBot, Perplexity-User  : retrieval allowed, citation required
# CCBot (Common Crawl)            : retrieval allowed for indexing only

Contact: mailto:ilomilo1442@gmail.com
Expires: 2027-05-20T00:00:00.000Z
Preferred-Languages: en
Canonical: https://college-roi.net/.well-known/ai.txt