What is My Website in Qwairy?

My Website is a unified page inventory that cross-references your sitemap with real AI citation data. Each page gets a status — Working, Needs Attention, Not Cited, or Discovered — along with a GEO Score (0-100), health diagnostics, and citation details. It also includes AI Readiness to check if your site blocks AI crawlers.

What are Discovered pages?

Discovered pages are URLs that AI models cite in their responses but that are not in your sitemap. Qwairy detects these automatically by matching citation URLs against your sitemap. This reveals pages AI finds valuable that you may not even be monitoring.

What is the AI Readiness Score?

The AI Readiness Score (0-100) measures how accessible your site is to AI crawlers like GPTBot, ClaudeBot, and PerplexityBot. It analyzes your robots.txt, checks crawler access rules, and can generate an llms.txt file to help AI models understand your site structure.

What are Prompt Signals in Qwairy?

Prompt Signals is a strategic dashboard that scores every monitored prompt from 0 to 100 based on strategic value (35%), growth potential (40%), and competition factor (25%). Each prompt gets an action label — Attack, Defend, Monitor, or Ignore — so you know exactly where to focus your GEO efforts.

How does the Priority Score work?

The Priority Score combines three weighted factors: Strategic Value (35%) measures how many direct competitors are mentioned and how rich the source citations are. Growth Potential (40%) looks at web search rate, shopping signals, and your SoV gap to the leader. Competition Factor (25%) evaluates market concentration (HHI) and direct player density. The result is a 0–100 score where higher means "focus here first."

What do Attack, Defend, Monitor, and Ignore mean?

Attack means the prompt has high value but you have low visibility — this is where you should invest GEO effort. Defend means you already rank well but AI responses are volatile, so protect your position. Monitor means moderate opportunity worth watching. Ignore means low strategic value or your position is already secure.

What is Openness in Prompt Signals?

Openness is 1 minus the persistence score. Persistence measures how consistently the same brands appear across AI responses using Jaccard similarity. High openness means AI responses vary a lot between runs, which creates more room to influence brand mentions through content optimization.

How do period-over-period trends work?

Prompt Signals compares your current period metrics against the previous period of equal length. For example, if you select "Last 30 days," the system compares against the 30 days before that. Trends appear as ▲ or ▼ indicators next to Priority Score, Share of Voice, and Openness. A change smaller than 3 points is considered stable.

What are the Influence and Co-Mention tabs on competitor detail?

The Influence tab shows source domains that AI models consistently co-cite alongside a competitor, with co-citation count, impact ratio, average position, sentiment, and brand presence status. The Co-Mention tab lists other competitors that appear in the same AI responses, with shared answer count, co-occurrence rate, position comparison, and advantage scoring. INDIRECT competitors are filtered out to keep the analysis focused.

How many languages does Qwairy support?

Qwairy supports 45+ languages including French, German, Spanish, Portuguese, Japanese, Chinese, Arabic, Korean, Hindi, Thai, and many more. All AI-generated content — monitoring questions, keyword research, brand descriptions, perception analysis, and Content Studio articles — is produced natively in your chosen language.

Why did you remove the Global Score and Relevance Score?

The Global Score condensed too much information into one number, making it hard to diagnose what was actually improving or declining. We replaced it with four hero metrics — Mention Rate, Citation Rate, Share of Voice, and Sentiment — each displayed with its own score card, gauge, competitor rank, and trend. The Relevance Score was removed because it was not directly actionable; its weight in the GEO Score has been redistributed to Sentiment (now 20% instead of 10%).

What are Brand Associations?

Brand Associations extract the specific words and attributes AI models use to describe your brand. They are organized into 6 dimensions (value, quality, innovation, usability, market position, trust) plus free-form keywords. Each association includes sentiment and a justification from the source text. A radar chart compares your brand vs competitors across all dimensions.

How is the new Sentiment Analysis different?

The redesigned Sentiment Analysis is focused entirely on YOUR brand — no competitor dropdown, no raw mention table. It shows your brand sentiment score (0-100), a breakdown by AI provider so you can see which platforms are most positive or negative, and the top 5 most negative mentions with justification and direct links. Everything is actionable.

What is Automatic Source Page Analysis?

When a source URL is cited in at least two AI responses, Qwairy automatically crawls the page to check if your brand is mentioned. Results appear as "Mentioned," "Not Mentioned," or "Pending" in source detail views. This reveals which high-authority pages talk about your competitors but not you — giving you targeted outreach opportunities without any manual checking.

NEWQwairy v1.16: Smarter Metrics, Deeper Insightsv1.16: Smarter Metrics

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Qwairy v1.16: Smarter Metrics, Deeper Insights — Brand Associations, Prompt Signals & More | Qwairy

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v1.16 Update

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Qwairy v1.16

Prompt Signals

Competitor Influence

Co-Mention Analysis

Source Analysis

Sentiment Analysis

GEO Score

AI Visibility

Share of Voice

Qwairy v1.16: Smarter Metrics, Deeper Insights

Nicolas Ilhe•February 22, 2026•Updated Mar 3, 2026•10 min read•

Product Updates

Qwairy 1.16 gives you a unified page inventory with AI citation data, GEO scores. Our new feature Brand Associations reveal HOW AI describes you across 6 dimensions. Plus: Sentiment Analysis, Competitor Influence & 45+ Languages.

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