Knowledge Base
A practical help center covering the product, AI visibility concepts, tools, credits, reports, methodology, privacy, and troubleshooting. Use it before your first scan, after reading a report, or when you need to understand what a score or signal means.
AI Search Concepts
Competitor pressure shows who occupies the same AI answer space and how often they appear ahead of, beside, or instead of the tested business.
AI may surface direct rivals, marketplaces, listicles, review sites, directories, and media pages. All of them compete for attention in the answer, even if they are not direct business competitors.
This is why Aitrack.sg tracks competitor examples and share of voice. The goal is to show who AI trusts when answering the same buyer intent.
A business can be visible and still be under pressure. If AI mentions it once but repeatedly recommends another brand with stronger citations, the practical opportunity is still leaking.
Pressure helps turn the report into action. If competitors win because they show menu details, delivery rules, outlet pages, pricing, service descriptions, or stronger proof, those are the areas to fix.
Do not copy competitors blindly. Use them as evidence of what AI found useful. Then build clearer owned pages that answer the same customer need in your own words.
The best competitor analysis ends with a page-level fix, not a generic instruction to create more content.