Frequently Asked Questions

AI Discovery Intelligence shows whether your brand is named, compared, and recommended inside AI-generated answers — where decisions are now being shaped before a click ever happens.

BrandCapsule reveals how AI models classify your brand, which categories and personas you're associated with, and how you're positioned in real decision scenarios.

The AI Vendor Discovery Index (AVDI) measures your brand's AI discovery health — how often you are included, how you are positioned, and how you compare to competitors.

Because buyers aren't browsing — they're asking AI who to consider. If your brand isn't included in those answers, you're excluded before the buying process even begins.

AI is now the decision layer. It determines who gets named, who gets ignored, and who is positioned as the leader — before any direct interaction with your brand.

This isn't about ranking pages. It's about understanding and influencing how AI evaluates, compares, and recommends brands inside synthesized answers.

BrandCapsule pinpoints where you are not included in high-intent answers, where your positioning is unclear, and where competitors are outperforming you inside AI responses.

We show how competitors are being framed, when they are being recommended, and what signals are driving their advantage inside AI-generated decisions.

You can't control AI directly, but you can influence it. By strengthening your competitive signals and clarity, you increase your eligibility, inclusion, and positioning in AI answers.

BrandCapsule delivers a prioritized action plan — showing exactly what to change to improve inclusion, strengthen positioning, and increase recommendation rates over time.

AI Discovery Intelligence gives you visibility into whether your clients are included, how they're positioned, and how they're compared in real AI-driven buying scenarios.

Because AI is deciding who gets considered. If your client isn't named in AI answers, they never enter the decision set.

The AI Vendor Discovery Index (AVDI) benchmarks how often your clients are included and recommended — and how they compare to competitors in AI-driven decisions.

BrandCapsule shows where clients are excluded from high-intent answers, misclassified, or positioned behind competitors.

By connecting your work to inclusion, positioning, and recommendation inside AI-generated answers — the new layer where decisions are made.

From optimizing traffic to influencing decisions. The value is no longer in driving clicks — it's in shaping how AI selects and recommends brands.

By showing how competitors are being surfaced, positioned, and recommended inside AI — and why.

Offer AI discovery and decision intelligence as a strategic service layer — turning insights into ongoing optimization and advisory programs.

Shift from producing assets to shaping the decision environment — where AI determines outcomes before campaigns even engage.

Deliver continuous visibility into AI performance and ongoing optimization — making your agency essential to how clients compete and win.