NEWv1.17: Audited & Actionable
Technical

Answer

Response an LLM generates for a given prompt; analyzing answers reveals how a brand is mentioned, positioned, and cited across AI platforms.

What is Answer?

An Answer is the text content generated by a language model in response to a prompt. In the context of GEO, analyzing generated answers allows you to understand how your brand is mentioned, positioned, and perceived by different LLMs. Each answer may contain brand mentions, source citations, and reveal competitive positioning in your industry.

How Qwairy Makes This Actionable

Qwairy automatically generates and stores answers from multiple AI providers (ChatGPT, Gemini, Perplexity, Microsoft Copilot, etc.) for each of your tracked prompts. View answer history, compare responses across providers, and analyze changes over time.

Frequently Asked Questions

Mentions your brand positively, cites your sources, appears early in the response, provides specific value propositions, and ideally includes direct comparisons favoring your product or service.

Publish authoritative content, earn quality backlinks, maintain updated information, structure content clearly, and ensure AI crawlers can access your site. Consistency and authority drive mention frequency.

Publish corrected information prominently, reach out to cited sources spreading misinformation, use robots.txt to block if severe, and monitor for improvement. Most AI platforms update based on newer, authoritative sources.
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