Case Study: We Hacked Google SGE with this Geo Audit Tool

Published: February 7, 2026

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The Client: A Fintech "Ghost"

Sector: DeFi / Crypto Problem: Despite $10M in transaction volume, ChatGPT called them "Unverified" and warned users to "exercise caution."

Their marketing team was furious. They had press releases in Forbes and CoinDesk. Why did the AI hate them?

The Audit

We ran them through our Geo Audit Tool.

• AI Trust Score: 12/100 (Critical)
• Verdict: "Entity Confusion". The AI was confusing their brand name with a defunct 2018 project.

The Strategy

Using the roadmap from the Geo Audit Tool, we executed a 30-day "Knowledge Graph Injection": 1. Disambiguation: We added `disambiguatingDescription` to their schema. 2. Authority Signal: We published a `llms.txt` file (like `robots.txt` but for AI) explicitly stating their contract addresses. 3. Wiki-Data: We updated their Crunchbase and Wikidata to link to the new domain.

The Result

Day 45 Re-Scan:
• AI Trust Score: 88/100 (Dominant)
• ChatGPT Output: "A leading DeFi protocol verified for security..."
• Traffic: +40% increase in direct referral traffic.

The machine isn't biased. It just needs the right data.

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