The Technology
Behind AEO

Purpose-built infrastructure for the AI search era. Enterprise-grade, GCP-native, and built for scale.

01

Monitoring Agent

Playwright + direct APIs fire brand queries across 6 AI platforms daily. Rotating patterns simulate real user behavior.

PlaywrightOpenAI APICloud Run
02

Intelligence Engine

Claude API reads every response and extracts structured signals — citation rate, sentiment, and context.

Claude 3.5NLP PipelineFirestore
03

Scoring Engine

Five weighted signals produce your weekly AEO Score. (30% citation, 25% position, 20% sentiment).

PythonCustom Scoring Model
04

Playbook Generator

Gap analysis maps to specific content, schema, and backlink actions ordered by impact.

LLM ReasoningPrioritization Engine

GCP Native

Cloud Run, Pub/Sub, and Firestore infrastructure. Built to scale from zero to millions of queries instantly.

SOC2 Ready

Audit logs, VPC isolation, and encryption at rest. Your brand data is treated with enterprise security protocols.

Data Privacy

Client data is isolated. We never use your brand metrics to train public AI models. Fully GDPR/DPDP compliant.

Universal Platform Coverage

C
ChatGPTLive
P
PerplexityLive
G
GeminiLive
C
ClaudeLive
B
Bing AILive
G
Google AIOLive