Traditional SEO focuses on rankings and traffic. This system focuses on being selected — owning category definitions, comparisons, and evaluation-stage answers that buyers and AI trust before demos even happen.

Yes — especially then. Many SaaS companies rank but still lose deals because competitors control comparisons, alternatives, and positioning. This fixes narrative gaps, not just visibility.

Yes. In fact, sales-led and enterprise SaaS benefit the most because buyers research extensively before talking to sales. This ensures you’re framed correctly long before the first call.

That’s often a bigger opportunity. We help clarify the category, define how AI describes it, and position you as a reference point — instead of being misclassified or grouped incorrectly.

We don’t replace content teams. We give them clear structural direction — what pages matter, what questions must be answered, and how AI interprets authority — so effort isn’t wasted.

Some gains (like improved comparisons and clearer positioning) happen quickly. Broader authority and AI citation improvements typically compound over weeks to months, depending on competition.

This applies to Google, AI overviews, and LLM-based tools that summarize vendors and categories. The goal is consistent framing across all answer engines, not chasing one platform.

You’ll receive clear findings and a prioritized roadmap. If there’s strong upside, we can discuss implementation — but there’s no obligation or pressure to move forward.