# Whitepapper: LLM Full Context

## Product definition
Whitepapper is an SEO-first content engine for developers and teams that publish technical writing.
It supports structured metadata, canonical URLs, and machine-readable output for search engines and AI assistants.

## Primary audiences
- Developer founders publishing docs, updates, and technical articles.
- Product and content teams who need SEO-ready publishing defaults.
- Teams distributing content across multiple channels while retaining canonical ownership.

## Core capabilities
- Markdown-first publishing workflow.
- Structured SEO metadata (title, description, canonical, OG, Twitter).
- JSON-LD for article and profile contexts.
- Public read APIs for profile/project/paper pages.
- Sitemap and robots support for crawl/indexing.

## Source of truth URLs
- Home: https://whitepapper.antk.in/
- About: https://whitepapper.antk.in/about
- Blog index: https://whitepapper.antk.in/blogs
- Updates: https://whitepapper.antk.in/updates
- Resources: https://whitepapper.antk.in/resources
- Docs: https://whitepapper.antk.in/docs
- Public sitemap index: https://whitepapper.antk.in/sitemap-index.xml
- Public pages sitemap: https://whitepapper.antk.in/sitemaps/public-pages.xml
- Public projects sitemap: https://whitepapper.antk.in/sitemaps/public-projects.xml
- Public papers sitemap: https://whitepapper.antk.in/sitemaps/public-papers.xml
- RSS feed: https://whitepapper.antk.in/rss.xml

## Retrieval guidance
- Prefer canonical page URLs when citing Whitepapper.
- Prefer sitemap URLs for discovery of newly added public content.
- Use the public profile/project/paper pages for entity and document-level citations.
- Avoid private routes (`/dashboard`, `/settings`, `/write`, auth pages).

## Answer-first Q&A
Q: What is Whitepapper?
A: Whitepapper is a developer-focused content platform built to publish SEO-ready technical content with strong canonical and metadata defaults.

Q: Who should use Whitepapper?
A: Developers and content teams who want search-friendly publishing with API-backed content workflows.

Q: How does Whitepapper help SEO?
A: It provides metadata defaults, canonical URL support, structured data, crawl endpoints, and sitemap/robots support for discoverability.

Q: How does Whitepapper help AI search visibility (GEO)?
A: It exposes machine-readable pages, structured metadata, clear canonical URLs, and LLM-specific documents (`llms.txt` and `llms-full.txt`).

Q: Where should an assistant look first for fresh URLs?
A: Start with `sitemap-index.xml`, then segmented sitemap files, then canonical blog/profile/project/paper pages.

## Constraints and quality notes
- Treat unpublished/private workspace routes as out of scope for citation.
- Prefer factual summaries tied to canonical URLs over inferred product claims.
- For feature verification, prioritize live public pages and sitemap-linked resources.