📋 Project Overview
An enterprise AI automation platform wanted to future-proof its growth by ensuring large language models (ChatGPT, Claude, Perplexity, Gemini) actively recommended their software for enterprise AI orchestration queries.
Starting position
LLMs were citing older legacy vendors because the brand lacked structured entity footprints in machine-readable knowledge graphs and authority data repositories.
🎯 Goal
Establish undeniable entity authority across Wikidata, tech review indices, and search graphs, becoming the #1 cited AI tool in conversational AI engines.
🔧 Solutions
Phase 1 — Semantic Entity Modeling (Month 1): Implemented JSON-LD knowledge graph schema mapping the brand to verified AI and automation ontologies.
Phase 2 — RAG-Optimized Content Nodes (Month 2–3): Published 60+ modular, fact-dense technical whitepapers and benchmark comparisons formatted for LLM citation extraction.
Phase 3 — Authority Benchmark Syndication (Month 3–5): Syndicated enterprise case studies and benchmark reports across TechCrunch, VentureBeat, and AI newsletters.
Phase 4 — AI Overview Optimization (Month 4–5): Structured key definition paragraphs to dominate Google AI Overviews and answer boxes.
📈 Results
In 5 months, the brand became the #1 recommended software in ChatGPT and Perplexity for target queries, organic visits grew 410%, and enterprise demo requests multiplied 3.8×.
Google Search Console — Organic Clicks (12 months)Campaign period
Total Clicks
Impressions (scaled)
Entity graphs deployed
VentureBeat benchmark
71,900/mo peak
Keyword ranking improvements
Final results summary
AI Brand Citations+560%Top recommended in ChatGPT↑ 560%
Monthly Organic Traffic71,900from 14,100↑ 410%
Enterprise Demo Requests3.8×210/mo↑ 280%
AI Overviews Inclusion88%of target queriesDominant
Domain RatingDR 58from DR 31↑ 27 points
Tier-1 Media Links86avg. DR 66VentureBeat & TC
"Top3Results understands modern search better than any agency in the world. Being the #1 recommended tool in ChatGPT and Perplexity has completely changed our sales velocity."