The Background
A project management software company with a technically sound website. They ranked well in traditional organic search but noticed they were absent from AI-generated summaries on Google (SGE) and Perplexity.
Competitors with lower domain authority were being cited because their content was structured in a way that was easier for LLMs to digest.
The Challenge
The core issue was 'unstructured authority'. Their content was good, but it lacked the specific signals LLMs look for: direct answers, clear entity relationships, and robust schema markup.
They were effectively 'speaking a different language' than the AI models trying to read their site.
The Solution: AIO/GEO Audit & Fix
The team used Nuwtonic's AIO/GEO Audit tool to scan their key landing pages. The tool identified specific gaps in 'citation readiness'—areas where the content failed to provide clear, citable facts.
They then used the 'Fix' workflow to automatically restructure these sections.
Deep Audit
Scanned 50 high-priority pages. Discovered that 80% lacked proper 'SameAs' schema properties and concise definition blocks.
Schema Injection
Deployed comprehensive JSON-LD schema (FAQPage, Article, SoftwareApplication) using Nuwtonic's generator.
Content Restructuring
Rewrote introductory sections to include direct, bolded answers to core questions (e.g., 'What is [Concept]?') to encourage featured snippet and AI selection.
The Results
The results were stark. Within 30 days, the site began appearing in AI-generated answers for their core terms. The structure not only helped with AI but also improved traditional featured snippet capture rates.
They successfully 'future-proofed' their SEO strategy against the decline of traditional blue links.
AI Citation Frequency
Growth in brand mentions across Perplexity and Google SGE.
- AI Citation Readiness score nearly doubled (44 to 81).
- Tracked AI answer mentions increased from 5 to 18 in 45 days.
- Organic assisted trial starts increased by 27%.
AI Search Performance
This is a prime example of Generative Engine Optimization (GEO) in action. By feeding the models structured data, we made it 'easy' for them to cite us.
The brand is now the primary cited source for 3 of their top industry keywords in Google SGE.
"We were invisible to AI. Now we're the answer. Nuwtonic's audit showed us exactly what we were missing—stuff our traditional SEO agency never even looked at."