Workflow: reads query list from Google Sheet → fires parallel HTTP API calls to GPT-4o, Claude, Gemini, and Perplexity → Code node parses each response for target company mentions (name match, URL/domain patterns) → writes visibility data to Sheets dashboard (query, model, company cited, position, date) → runs weekly to track trends. Output: citation frequency by model and query, competitive mapping (which queries competitors win vs you), content gap identification, week-over-week trend. Full interactive demo at omnionlinestrategies.com/ai-discoverability-demo.
AI Visibility · GEO · Being Found by AI Models
How the Omni AI Visibility Engine Works — Multi-Model AI Query Automation

Sources & References
Gartner: AI responses will influence 30%+ of B2B buying research by 2026 — making AI citation as important as first-page Google ranking
Gartner
OpenAI: ChatGPT receives 100M+ weekly active users, a significant portion researching vendors
OpenAI
Search Engine Land: Businesses with structured content appear in AI answers at 4x the rate of those with only product pages
Search Engine Land
See the AI Visibility Engine Live
ChatGPT, Claude, Perplexity, and Gemini answer questions with 3 to 4 cited sources. The Omni AI Visibility Engine shows where you appear and where you don't.
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