Overview

Purpose

Updates an AI website with content changes detected by detect-changes. Uses three parallel Gemini calls (same pattern as onboarding) for consistency and better results.

Architecture

Three Parallel Gemini Calls

Call	Input	Output	Purpose
1	Current llms.txt + changes	Updated llms.txt	AI-readable content
2	Current homepage + changes	Updated Q&A structure	Homepage + FAQ pages
3	Current Schema.org + changes	Updated JSON-LD	Structured data

All three calls run in parallel using asyncio.gather() for speed.

Request Body

Takes the output from detect-changes:

{
  "business_id": "org-slug-123",
  "new_pages": [...],        // Have markdown
  "changed_pages": [...],    // Have markdown
  "removed_urls": [...],
  "unchanged_pages": [...],  // NO markdown
  "updated_site_map": [...],
  "updated_hashes": {...},
  "business_info": {...}
}

What Gets Updated

File	When Updated	Generated By
`llms.txt`	Content changes detected	Gemini call 1
`pages/index.js`	Content changes detected	Gemini call 2
`data.json`	Content changes detected	Gemini call 3
`pages/*.js` (replicas)	New or changed pages	Deterministic
`sitemap.xml`	New or removed pages	Deterministic
`robots.txt`	Never (static)	Deterministic

Efficiency

Only new_pages and changed_pages have markdown content (from Firecrawl batch scrape). unchanged_pages are NOT scraped - they keep their existing hashes. This means:

Gemini only processes changed content
Replica pages only regenerated for changed pages
Unchanged content is preserved

Response Format

{
  "status": "success",
  "files_updated": 42,
  "changed_urls": ["/about", "/pricing"],
  "deployment_url": "https://..."
}

Code Location

src/app/apis/cron/update_ai_site/
├── routes.py           # HTTP endpoint
└── mini_orchestrator.py # Update logic with 3 parallel Gemini calls

Next Step

After update, call submit-indexnow with changed_urls to notify search engines.

Getting Started

Website

Onboarding

Cron

Your Current Setup

Explore

Settings - Toggle

Settings - Business

Settings - Team

Settings - Billing

Settings - Domain

Webhooks

Health

Manual Trigger

Purpose

Architecture

Three Parallel Gemini Calls

Request Body

What Gets Updated

Efficiency

Response Format

Code Location

Next Step

​Purpose

​Architecture

​Three Parallel Gemini Calls

​Request Body

​What Gets Updated

​Efficiency

​Response Format

​Code Location

​Next Step

Purpose

Architecture

Three Parallel Gemini Calls

Request Body

What Gets Updated

Efficiency

Response Format

Code Location

Next Step