| Identification | Saisie manuelle uniquement | Détection autonome du chevauchement de niche |
| Prêt pour l'IA | Google uniquement | Suivi des écarts AI Overview et Perplexity |
| Stratégie | Voici une liste | Plan pas à pas des pages à créer |
| Efficacité | Analyse manuelle sur tableurs | Scoring de priorité pour exécution immédiate |
| Gap Quantification | No clear estimate of missed upside | Measures missed traffic and visibility opportunities by domain and topic |
| Opportunity Prioritization | Manual sorting by guesswork | Priority scoring by search volume, trend, intent, and competitive pressure |
| Trend Detection | Reactive after rankings shift | Finds early high-growth terms before they become highly competitive |
| Intent Alignment | Content plans not mapped to query intent | Intent distribution intelligence for informational vs transactional execution |
| Authority Benchmarking | No practical authority distance model | Authority gap vs top leaders for realistic allocation decisions |
| Action Planning | Here is a keyword list | Step-by-step pages-to-build and expansion roadmap |
| Execution Readiness | Spreadsheet-heavy handoff process | Decision-ready outputs that can be implemented immediately |
| Competitive Response Speed | Slow monthly planning cycles | Fast iteration from insight to annexation strategy |
| Strategic Outcome | Insight without a closed execution path | Clear annexation path from intelligence to authority growth |
| Efficiency | Manual spreadsheet analysis | Priority scoring for instant implementation |
