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Engineering Resources

The AEO Engine:
Technical Metrics & Weight

Understanding the difference between background Automation Pipelines and the Management Cockpit Tools.

Tasks vs. Tools

The Optimia platform is split into two distinct layers to ensure both massive scalability and human precision.

The Background Engine (Tasks)

These are autonomous units of work. A single "Pipeline" (Suite) can trigger 10+ tasks that execute in parallel. They handle the heavy compute—token generation and web crawling. These are subject to subscription quotas because they utilize significant AI GPU time.

The Cockpit (Tools)

Tools are your interface for refinement. Once a task provides the data, tools allow you to edit, prune, and publish that data. Tools do not have strict quotas; they are the workspace where you turn AI intelligence into brand authority.

Detailed Suite Breakdown

A1

Entity Intelligence

Lightweight
Gemini Flash

Foundational phase focusing on HTML parsing, entity extraction, and brand classification.

Est. Tokens: ~40k
Est. Time: 71s
Tier: Starter+
A2

Intent Discovery

Medium
Gemini Pro

Mapping user searches to business offerings and identifying query clusters.

Est. Tokens: ~85k
Est. Time: 58s
Tier: Starter+
A3

Answer Content

Heavyweight
Gemini Pro / Claude

Intensive multi-pass generation for FAQs, blog posts, and featured snippet optimization.

Est. Tokens: ~250k+
Est. Time: 217s
Tier: Starter+
A4

Trust Authority

Strategic
Gemini Pro / Sonnet

Logical relationship mapping and authority injection for EEAT signals.

Est. Tokens: ~120k
Est. Time: 183s
Tier: Starter+
A5

Strategic Visibility

Simulation
Gemini Pro 1.5

Predictive modeling and brand inclusion simulations across LLM providers.

Est. Tokens: ~400k+
Est. Time: 103s
Tier: Starter+

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