Does AI recommend your brand when buyers ask?

QueryHalo tests three current model families with six identical, neutral buying questions each. Your brand is never inserted into those questions, so every mention is an observable result rather than a prompted answer.

What you receive

• Every model answer and every recommended competitor as evidence.
• Separate AI visibility, technical readiness, and combined scores.
• A technical review of titles, headings, structured data, facts, and crawler access.
• A prioritized plan with the reason, implementation, timing, and effort for each action.

A transparent baseline, not a ranking promise

AI answers are probabilistic and can change. QueryHalo measures existing model knowledge at a specific time; it does not claim prompt-volume data, optional live-search coverage, or guaranteed future mentions. Use it as a documented baseline and repeat it after meaningful changes.

Built for focused outreach

Sales and agency teams can send a prefilled audit URL for one relevant company. The prospect sees a free technical finding on their own domain before deciding whether to buy the complete audit. This works best with small, relevant lists and genuinely personalized messages.