Skip to content
Rivac AI Labs
Answer & Generative Engine Optimization (AEO/GEO)

AEO Foundations Architect

Every AI crawler and browsing agent looks for a specific set of signal files before it decides how to read, trust, and cite a site (llms.txt, an AI-aware robots.txt, and agent-discovery metadata) and most sites either don't have them or have them misconfigured in ways that quietly block the exact bots they want visiting. This service builds that foundational infrastructure correctly the first time: the files, directives, and structure that tell AI systems what to crawl, what to trust, and how to summarize it. It's for any site preparing to invest in AEO/GEO that hasn't yet laid the technical groundwork underneath it. Skipping this step means every other AEO effort gets built on infrastructure that may be silently working against it.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Crawl the site as AI bots do and check current robots.txt, sitemap, and crawler-access rules for anything blocking or misdirecting AI agents.

  2. 2

    Draft and stage an llms.txt file and updated crawler directives for one section of the site as a pilot.

  3. 3

    Verify the pilot files are actually being fetched and parsed by monitoring server logs for AI-agent traffic before going site-wide.

  4. 4

    Roll the finalized llms.txt, robots.txt, and agent-discovery setup out across the full site and monitor crawler access on an ongoing basis.

What You Get

Deliverables from this engagement

  • A published, validated llms.txt file
  • An AI-aware robots.txt configuration
  • Agent-discovery metadata implemented site-wide
  • A crawler-access log-monitoring setup

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Audit

  • Site Crawl For Existing Bot Directives
  • Current Robots File Reviewed
  • Missing Signals Identified

Build

  • llms txt File Drafted
  • AI Aware Robots File Rules Written
  • Agent Discovery Metadata Added

Validation

  • Manual Bot Simulation Test
  • Crawl Access Verified

Delivery

  • Files Deployed To Site Root
  • Client Review Call
  • Deployment Confirmation
  • Monitoring Checklist Handed Off

Cloud-Native / Managed Services Architecture

Source Layer

  • Site Hosting Platform
  • Managed CDN Edge Config
  • Version Controlled Repo For Bot Files

Build Operations

  • llms txt Generator Service
  • Robots File Rule Management Tool
  • Agent Discovery Schema Builder

Deploy Layer

  • CI CD Pipeline For Bot Files
  • CDN Edge Deployment

Monitoring

  • Bot Traffic Analytics Dashboard
  • Crawl Success Monitoring
  • Automated Alert On File Drift
  • Quarterly Config Review

Event-Driven & Automation-First Architecture

Triggers

  • New Page Section Published
  • Automated Sitemap Scan
  • AI Crawler Behavior Change Detected
  • Auto Flag For Directive Review

Automation Layer

  • Auto Updated llms txt Entries
  • Auto Validated Robots File Syntax
  • Auto Deployed To Staging

Review Gate

  • Validation Passed
  • Flag Errors To Engineer
  • Auto Promoted To Production

Delivery

  • Deployment Notification Sent
  • Scheduled Crawl Verification Job
  • Bot Access Report Updated

Enterprise-Grade & Compliance-Ready Architecture

Governance Layer

  • Content Access Policy
  • Approved Crawler Allowlist
  • Legal Review Of Data Sharing Terms

Secure Deployment

  • Access Controlled Config Repository
  • Role Based Deployment Approval
  • Versioned File History

Auditable Process

  • Change Review Checkpoint
  • Cross Team Sign Off
  • Deployment Log

Compliance Delivery

  • Audit Trail Export
  • Redundant Config Backup
  • Signed Off Foundations Setup
  • Annual Directive Review Schedule

AI-Augmented, Human-in-the-Loop Architecture

Data Ingestion

  • Site Structure And Content Map
  • Target AI Engine Crawler Specs

AI Analysis Layer

  • AI Directive Generation Engine
  • Draft llms txt Content
  • Draft Robots File Rules

Human in the Loop

  • Technical SEO Review Session
  • Rules Correct And Not Overblocking
  • Flag Corrections To AI Engine
  • Human Approved Directive Set

Delivery

  • Files Deployed To Production
  • Crawl Verification Test
  • Client Sign Off
  • Ongoing Drift Monitoring

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • Client CMS Platform
  • CDN And Hosting Provider
  • Developer CI CD Pipeline

Foundations Core

  • Foundations Configuration Engine
  • Directive And Metadata Model
  • Deployment Package Output

Two Way Sync Layer

  • CMS Publishing Sync
  • CDN Config Sync
  • Content Team Dashboard
  • DevOps Team Dashboard

Shared Governance

  • Joint Review With Engineering
  • Production Foundations Live

More in Answer & Generative Engine Optimization (AEO/GEO)

  • Agentic Search Optimizer

    WebMCP and agentic-task-completion optimization that makes a site usable and actionable by AI browsing agents.

  • AI Visibility Snapshot

    A fast, low-cost scan of how a brand currently appears (or doesn't) across major AI answer engines.

  • AEO Audit

    The flagship diagnostic: hundreds of buyer-intent prompts sampled across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews to score citation rate, share of voice, and sentiment.

  • AEO Competitor & Answer-Gap Audit

    Benchmarks a brand's AI citation performance against named competitors and identifies exactly which questions it's losing.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about AEO Foundations Architect

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call