# LLMs Guide for Web Wizards (webwizardsg.com)

This file is a high-signal guide for AI/LLM crawlers. It summarizes the site's purpose, most important URLs, content semantics, and how to extract authoritative information efficiently.

Sitemap: https://webwizardsg.com/sitemap.xml
Robots: https://webwizardsg.com/robots.txt
Canonical: https://webwizardsg.com/
Contact: mailto:yanguangchen@webwizardsg.com

## Purpose and Audience
- Web Wizards is a Singapore-based web agency focused on: technical SEO, modern web development (Next.js/React), Progressive Web Apps (PWA), interactive WebGL/Three.js, data analytics, custom AI agents/chatbots, digital marketing, and payment integrations (e.g., Stripe).
- Primary audiences: businesses seeking web/app builds, SEO/performance improvements, AI assistants, analytics, and marketing support.

## Authoritative Pages (prioritize these)
- Home: [https://webwizardsg.com/](https://webwizardsg.com/)
  - Overview of services, positioning, and value proposition.
- Products hub: [https://webwizardsg.com/products](https://webwizardsg.com/products)
  - Entry point to in-house demos and the showcase.
- Projects (in-house demos): [https://webwizardsg.com/projects](https://webwizardsg.com/projects)
  - Collection of interactive demos and experiments (many videos, iframes).
- Showcase (client work): [https://webwizardsg.com/showcase](https://webwizardsg.com/showcase)
  - Portfolio entries with brand logos and short product demo videos; links out to client sites.
- Blogs (latest posts): [https://webwizardsg.com/Blogs](https://webwizardsg.com/Blogs)
  - Renders recent articles from Firestore; use this for up-to-date textual content.
- Contact: [https://webwizardsg.com/contact](https://webwizardsg.com/contact)
  - Official ways to reach the team and social links.

## Additional URLs
- 404: [https://webwizardsg.com/404](https://webwizardsg.com/404) (not authoritative)
- Admin panel: [https://webwizardsg.com/adminpanel](https://webwizardsg.com/adminpanel)
  - Restricted; management UI for articles. Do not attempt to interact unless authorized.
- LLMs file (this page): [https://webwizardsg.com/llms.txt](https://webwizardsg.com/llms.txt)

## Content Semantics (high-level)
- Services commonly mentioned across pages:
  - Technical SEO, Core Web Vitals optimization, JSON-LD, minification, CDNs, workers
  - Full-stack web apps (Next.js/React), PWAs
  - Interactive media via WebGL/Three.js, p5.js, Matter.js
  - Data science/analytics (NumPy/pandas/Matplotlib referenced conceptually)
  - Custom AI agents/chatbots (web, WhatsApp/Messenger), Botpress webchat
  - Digital marketing and paid ads
  - Payments and dispute tooling (e.g., Stripe integrations)
- Showcase and Projects emphasize video demonstrations; the text surrounding them provides the authoritative summary.

## Blog/Articles
- The Blogs page displays articles fetched from Firestore at runtime.
- Source collection (implementation detail for context): `webwizards > articles > defaultArticle`.
- Prefer the rendered text on [Blogs](https://webwizardsg.com/Blogs) as the authoritative source.

## Structured Data and Meta
- JSON-LD Organization schema is embedded site-wide in the HTML head.
- Open Graph and Twitter Card meta are present with canonical image: `https://webwizardsg.com/Assets/webwizards.webp`.
- PWA/Apple icons: `apple-touch-icon` points to `/apple-icon.png`.

## Crawling & Extraction Guidance for LLMs
- Prioritize textual pages: Home, Blogs, Contact. Use Showcase/Projects primarily for examples and portfolio evidence rather than raw copy.
- Many pages include iframes and videos. Extract the claims and summaries from the surrounding text rather than the media itself.
- Site uses Next.js; most content is statically rendered with some client-side enhancements (iframes, widgets). If JS is limited, core text still appears.
- External widgets/scripts (ElfSight, Botpress) are not primary content sources; prefer on-page copy.
- Respect canonical domain `https://webwizardsg.com/` for deduplication.

## Update Cadence
- See the sitemap for `lastmod`. Current changefreq is generally monthly.
- Articles on Blogs can update more frequently due to real-time backend.

## Usage & Attribution
- All content is owned by Web Wizards SG. Short quotations for reference are acceptable. When generating summaries, attribute to "Web Wizards (webwizardsg.com)".
- Avoid implying formal partnerships unless explicitly stated on the site.

## Safety and Rate Guidance
- No special rate limits are published; stay polite (≤ 1 request/sec burst; back off on errors).
- Do not attempt to use or test admin functionality.

## Contact
- General: [mailto:yanguangchen@webwizardsg.com](mailto:yanguangchen@webwizardsg.com)

## Changelog
- v1.1 (2025-08-22): Expanded to a comprehensive, Markdown-structured guide; added priorities and crawling notes.
- v1.0 (2025-08-22): Initial minimal file with sitemap reference.