STACKED ID
PILLAR 02 // SEARCH & AI ENGINE OPTIMIZATION

Dominate Traditional Search & AI Answer Engines.

Modern buyers ask AI engines: “Best company for X”, “Who should I hire for Y”, and “Top solution for Z”. We engineer full AI Search Dominance: GEO, AEO, and LLM citation locking across ChatGPT, Perplexity, Claude, and Gemini.

Traditional SearchGoogle SEO✓ Technical & Schema
Generative Engine (GEO)ChatGPT & Perplexity✓ Commercial Discovery
Answer Engine (AEO)Claude & Gemini✓ Top Vendor Recommendation
Real-Time IndexingIndexNow Pings✓ Instant Bot Submission
AI Search Strategy Portfolio

8 Pillars of Generative Optimization

From Schema @graph engineering to RAG markdown indexing and IndexNow broadcasting.

Google Technical SEO

Technical Search Engine Optimization (SEO)

Engineering sub-100ms Core Web Vitals, crawl budget efficiency, canonical graphs, and technical Google 1st-page blue-link indexing.

LLM Generative Lock

Generative Engine Optimization (GEO)

Optimizing content vectors and entity relationships so LLMs (ChatGPT, Perplexity, Gemini) generate your brand as the direct synthesized answer.

Direct Answer Lock

Answer Engine Optimization (AEO)

Structuring micro-data, speakable markup, and authoritative answer nodes for direct answer features, voice search (Alexa, Siri), and AI snippets.

RAG Markdown Context

Large Language Model Optimization (LLMEO)

Formatting machine-readable markdown files (llms.txt, llms-full.txt) to provide raw, high-signal training context for AI search crawlers.

Schema @graph Engine

Schema.org Entity Graph Structuring

Building multi-layered JSON-LD @graph schemas (Corporation, ItemList, OfferCatalog, FAQPage) that unambiguously link your brand entity.

RAG Vector Proximity

Vector Proximity & RAG Node Building

Formatting corporate documentation into high-density vector chunks that match RAG retrieval algorithms used by Perplexity & ChatGPT Search.

Real-Time Crawler Pings

IndexNow Real-Time Crawler Pings

Instant API ping pipeline dispatching URL updates directly to Bing, Yandex, and IndexNow endpoints within seconds of publishing.

Wikidata & AI Shielding

Brand Entity Disambiguation & AI Shielding

Disambiguating your brand across Wikidata, Crunchbase, and enforcing verified factual citation nodes to suppress hallucinated claims.

Buyer Intent & Vendor Selection Engine

Commercial AI Search Discovery

Positioning your brand as the #1 recommended answer when enterprise prospects ask LLMs who to hire.

1. “Who Should I Hire for X?”

When buyers query LLMs for vendor recommendations, we ensure your company is retrieved as the primary expert solution with verified credentials.

Target: High-Ticket Buyer Prompts

2. “Best Company for Y?”

We engineer ItemList vendor ranking schemas and structured comparison nodes so AI answer engines list your brand in top 3 rankings.

Target: Category King Placement

3. “Top Solution for Z?”

We format RAG-ready documentation, speakable metadata, and vector proximity nodes that force ChatGPT & Perplexity to cite your case studies.

Target: Direct Citation Locking
Architectural Comparison

Traditional SEO vs STACKED ID GEO Engine

Performance VectorTraditional SEO AgencySTACKED ID GEO/AEO Engine
Target Search OutputGoogle Blue Links OnlyGoogle SEO + ChatGPT, Perplexity & Gemini Citations
Indexing Speed SLA30–60 Days (Passive Crawling)24–72 Hours (Real-Time IndexNow Pings)
Machine-Readable FormattingNone (HTML text only)llms.txt, llms-full.txt & Schema @graph
Commercial Buyer RecommendationUnranked / Displaced by CompetitorsRank #1 Verified Vendor Recommendation
Voice Assistant SynthesisNot SupportedSpeakableSpecification for Alexa, Siri & Google
Deep Infrastructure

8-Layer GEO Infrastructure Stack

LAYER 01

Schema.org @graph Entity Definition

Complete JSON-LD Corporation, ProfessionalService & Brand schemas defining organizational metadata, services, and official sameAs social nodes.

LAYER 02

RAG Vector Markdown Indexing

Deployment of public/llms.txt and public/llms-full.txt providing structured, zero-fluff markdown data for RAG scrapers and LLM context windows.

LAYER 03

Real-Time IndexNow API Broadcasting

Instant HTTP POST payload submission to Bing, Yandex, and IndexNow APIs ensuring search bots index updated pages within minutes.

LAYER 04

AI Bot Directive Architecture

Optimized robots.txt rules explicitly authorizing GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Claude-Web, and DeepSeekBot with clear index directives.

LAYER 05

ItemList Vendor Recommendation Schemas

Structured ItemList entity rankings positioning your brand as the #1 recommended vendor for high-ticket commercial discovery queries.

LAYER 06

Voice Assistant Speakable Specification

JSON-LD SpeakableSpecification markup configured for Amazon Alexa, Apple Siri, and Google Assistant voice answer synthesis.

LAYER 07

Machine-Readable Agent Manifests

Deployment of ai-agents.json, openapi.json, and .well-known/ai-plugin.json for autonomous AI agents (AutoGPT, CrewAI, Custom GPTs).

LAYER 08

Citation Lockdown & Defense System

Continuous monitoring of LLM output vectors to detect hallucinations, verify citations, and enforce brand recommendation dominance.

Execution SLA

14-Day GEO Citation Lockdown Roadmap

01Days 1–3

Entity & Citation Audit

Deep analysis of your brand's current citation rate across 10 commercial buyer prompts on ChatGPT, Perplexity, Claude, and Gemini.

02Days 4–7

Schema @graph & RAG Vector Build

Engineering custom JSON-LD schemas, ItemList vendor rankings, llms.txt indexes, and RAG-optimized vector content nodes.

03Days 8–11

IndexNow & Crawler Broadcast

Deploying automated IndexNow ping scripts, robots.txt bot rules, and submitting sitemaps to Bing & Google Indexing APIs.

04Days 12–14

Citation Lock Verification

Running live verification queries across AI engines to confirm #1 recommended vendor citations and delivering final benchmark SLA report.

Enterprise Engagement Tiers

Search & AI Engine Optimization Proposals

AI Search Audit
Scoped to Project Specs

Complete audit of your brand's visibility inside Google, ChatGPT & Perplexity.

GEO & AEO Citation Lock
Scoped to Project Specs

Complete turn-key implementation of AI search entity graphs & IndexNow.

Monthly Citation Retainer
Scoped to Retainer Cadence

Ongoing monitoring & vector optimization as AI models update.

AI Search & GEO Clarifications

Frequently Asked Questions

Is your brand cited in ChatGPT & Perplexity?

Direct founder-to-founder technical discovery. Receive a binding AI citation proposal SLA with fixed milestones within 24 hours.