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TACTICAL FIELD MANUALS

Generative Engine Optimization Guides

In-depth architectural frameworks, code templates, and strategic manuals to win citation share across every commercial LLM.

Categories:Citation TrackingSearch OptimizationCompetitive StrategyTechnical Architecture
FEATURED STRATEGYCompetitive Strategy16 min read

The Third-Party Citation Playbook: Reddit, G2, and Quora for AI Search

Why ChatGPT and Perplexity favor community discussions over corporate blogs, and how enterprise brands can ethically engineer authoritative presence across high-weight third-party citation sources.

Citerecon Research•October 7, 2026
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All Field Guides & Tutorials

19 Total Guides
Search Optimization15 min read

E-Commerce & Product Recommendation Optimization for ChatGPT Search

The definitive blueprint for ranking products in ChatGPT Search. Master Merchant schemas, conversational product discovery, structured attribute tables, and real-time inventory signals.

October 7, 2026Read Guide
Technical Architecture19 min read

Passage Optimization for AI Search: How to Maximize Information Gain Scores in GEO

Master passage optimization for generative engines like Perplexity, ChatGPT, and Google AI Overviews. Learn chunk boundary engineering, information gain scoring, and entity predicate density.

October 5, 2026Read Guide
Citation Tracking16 min read

ChatGPT Citation Tracker: The Enterprise Guide to Monitoring AI Footprints

Learn how to build and automate an enterprise ChatGPT citation tracker. Monitor SearchGPT footnotes, track commercial prompt clusters, analyze competitor displacement, and protect brand equity.

October 4, 2026Read Guide
Search Optimization17 min read

The Complete Perplexity AI Optimization Checklist (2026 Edition)

An 18-point technical checklist to optimize your website for Perplexity AI. Master PerplexityBot crawl access, Sonar retrieval, structured tables, and product citation capture.

October 3, 2026Read Guide
Competitive Strategy14 min read

The B2B SaaS GEO Playbook: How to Win Citations Against Market Leaders

How high-growth challenger software companies use vector grounding, schema graphs, and comparative source gap engineering to displace category incumbents in commercial AI prompt syntheses.

October 2, 2026Read Guide
Citation Tracking11 min read

How to Track and Attribute AI Search Traffic in GA4 & Server Logs

A comprehensive technical blueprint for isolating ChatGPT, Perplexity, Claude, and Copilot referral sessions in Google Analytics 4, configuring custom channel groupings, and parsing edge reverse proxy logs.

October 1, 2026Read Guide
Competitive Strategy15 min read

Best Generative Engine Optimization (GEO) Tools (2026)

Compare the top Generative Engine Optimization (GEO) platforms for 2026. In-depth review of Citerecon, Profound, Peec AI, pricing, features, and CSoV metrics.

September 28, 2026Read Guide
Citation Tracking14 min read

ChatGPT Citation Analysis: How to Track AI Citations

Step-by-step guide to ChatGPT citation analysis and tracking. Discover how to monitor AI recommendations, measure share of voice, and outrank competitors.

September 24, 2026Read Guide
Search Optimization18 min read

Perplexity Optimization Guide: How to Rank in Perplexity AI (2026)

Actionable guide for Perplexity optimization and UK perplexity optimisation. Learn passage optimization and how to capture citation cards in Perplexity Sonar.

September 20, 2026Read Guide
Competitive Strategy18 min read

GEO vs SEO: The Strategic 2026 Comparison

An executive breakdown of the architectural, technical, and strategic differences between traditional SEO and Generative Engine Optimization.

September 16, 2026Read Guide
Technical Architecture12 min read

The Complete Guide to Creating an llms.txt File

Step-by-step tutorial on implementing the /llms.txt specification to curate your brand knowledge for AI crawlers.

September 12, 2026Read Guide
Competitive Strategy15 min read

How to Fix AI Citation Blackout for Your Brand

A diagnosis and remediation guide for brands omitted from ChatGPT, Claude, Perplexity, and Gemini search recommendations.

September 8, 2026Read Guide
Technical Architecture17 min read

JSON-LD Entity Graphs for AI Search Grounding

Deep dive into constructing interconnected Schema.org JSON-LD graphs that AI search engines prioritize during inference.

September 4, 2026Read Guide
Search Optimization15 min read

How to Rank in Google AI Overviews and Gemini

Strategies to win citation snippets, source carousels, and generative visibility within Google AI Overviews and Gemini Search.

August 28, 2026Read Guide
Competitive Strategy20 min read

Enterprise GEO Audit: 25 Signals AI Engines Evaluate

The definitive 25-point audit checklist enterprise brands use to evaluate, measure, and optimize for AI search engines.

August 22, 2026Read Guide
Competitive Strategy11 min read

Answer Engine Optimization (AEO): 2026 Strategy Guide

Complete Answer Engine Optimization (AEO) guide for 2026. Learn how to rank inside AI answer engines like Perplexity, ChatGPT, and Google AI Overviews.

August 16, 2026Read Guide
Search Optimization10 min read

Gemini & Google AI Overviews Citation Guide (2026)

Learn how to track and optimize citations in Google AI Overviews and Gemini search. Maximize organic citation share of voice across enterprise AI SERPs.

August 10, 2026Read Guide
Technical Architecture11 min read

Princeton GEO Paper Breakdown: AI Search Research

Breakdown of the landmark Princeton GEO paper. Discover proven generative engine optimization methods that boost AI citation visibility up to 40 percent.

August 4, 2026Read Guide

Measure Your Brand's AI Visibility Score

Run our real-time multi-engine audit to see how ChatGPT, Claude, and Perplexity perceive and cite your domain right now.