NEWv1.17: Audited & Actionable
Qwairy for Content Teams

Optimize Your Content to Get Cited by ChatGPT, Perplexity & AI Engines

Discover which content earns AI citations. Identify content gaps, optimize for AI readability, and track performance across 10+ engines.

100 free credits · No credit card · 2-min setup

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Trusted by 2,000+ brands and agencies

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Your best-performing SEO content might be invisible to AI

High-ranking pages don't automatically get cited by AI. Content structure, citability, and entity clarity matter differently for AI engines than for Google. Over 60% of AI-generated answers cite only 3–5 sources - and if your content isn't structured for citability, those slots go to competitors. Your editorial calendar needs an AI column, and that column starts with understanding what AI monitoring can reveal about your current standing.

AI engines like ChatGPT, Perplexity, and Claude cite specific sources when answering questions. A 2024 Ahrefs study found that traditional SEO rank correlates weakly with AI citation rate - pages ranking #5–#20 are cited just as often as #1 results, because AI rewards authoritative structure over raw position. If your content isn't optimized for citability, AI will cite your competitors instead - even if your content ranks higher in traditional search.

Princeton NLP research shows that proper content optimization drives up to 40% visibility improvement in AI engines within 90 days. The levers are concrete: structured headings, factual density, entity disambiguation, and clear topical authority signals. Without content analysis telling you which of these factors you're missing, you're optimizing blind.

The shift is accelerating fast. According to SparkToro, over 58% of Google searches in 2024 ended without a click - and AI-generated answer surfaces are absorbing that intent. Generative search isn't a future trend; it's already the default experience for millions of queries. Content teams that adapt their workflows now will build citation moats that are extremely hard to unseat later - especially once competitors establish authority with these engines.

Content ROI is being redefined. The question is no longer just "does this page rank?" - it's "does this page get cited by AI?" Brands that appear in AI answers see 3–5× more qualified traffic referrals from those sessions than brands that don't. Yet most content teams have no way to measure AI-driven traffic or tie citation performance back to editorial decisions. That blind spot is the gap Qwairy closes - see also how SEO agencies and brand managers are solving the same challenge.

AI Content Optimization Platform for Modern Editorial Teams

Content Opportunities

Discover the topics and questions where AI engines want to cite you but can't find the right content. Fill editorial gaps with data, not guesswork - every opportunity comes with a priority score based on real AI search volume. Use content briefs to turn gaps into published assets your team can act on immediately.

Citation Tracking

See which of your pages AI engines actually cite - and which ones they skip entirely. Track citation frequency, context, and which AI engines prefer which content formats so you can double down on what's working. Compare your citation share against competitors to benchmark your editorial strategy in real time.

Content Optimization

Get AI-readability scores for every page with the AI Content Optimization module. See specific, actionable recommendations to make your content more citable - from heading structure and entity clarity to factual density and source authority signals. Each recommendation is ranked by expected impact so your team always knows what to fix first.

Gap Analysis

Identify exactly what content you need to create to capture AI citations your competitors are earning. The gap analysis engine cross-references competitor citation sources with your own content inventory and surfaces the highest-value topics you're missing. Analyze citation patterns across AI engines and get one-click briefs to close every gap.

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Join 2,000+ brands already tracking AI visibility

Content Citability for AI Engines: From Setup to Results in Days

01

Connect

Add your brand and content domains in minutes. Qwairy scans your published content automatically, maps existing pages to relevant AI queries, and populates your brand cockpit with a baseline citation score - no CMS plugin or developer help required.

02

Analyze

See which content AI cites, which it ignores, and where your gaps are. The analysis layer breaks down citation performance by topic cluster, content format, and AI engine so your editorial team can pinpoint exactly where to focus energy for maximum citation impact.

03

Create

Follow data-driven briefs generated by the Content Studio to produce content that earns AI citations from day one. Each brief includes target questions, recommended structure, competitor citation gaps, and entity coverage checklists - everything your writers need without the research overhead.

Built for Content Teams Who Need to Win in AI Search

Every tool you need to create content that earns AI citations - from discovery to measurement

Content Opportunity Engine

Stop guessing what to write. Qwairy analyzes thousands of AI prompts in your space and identifies the exact topics, questions, and angles where creating content will earn you AI citations. Every opportunity is scored by citation potential and competitive difficulty, so your editorial calendar is always prioritized around what will move the needle - not just what's topically interesting. Use the Content Studio to convert any opportunity into a ready-to-use brief in one click.

Topic discovery from real AI search query data across 10+ engines
Priority scoring by citation potential and competitive intensity
One-click content brief generation with structure and entity checklists
Competitive gap identification - see exactly where rivals are cited and you're not
Question-level analysis to match content to conversational AI query patterns
Trend tracking to spot emerging topics before competitors publish
Content Opportunity Engine interface

Source & Citation Analysis

See which of your pages AI engines cite - and which competitor pages they prefer. The citation monitoring engine tracks source mentions across ChatGPT, Perplexity, Claude, Gemini, and 6+ more engines in real time. Understand citation frequency, the context in which your content is referenced, and longitudinal trends that reveal whether your optimization efforts are paying off. Benchmark your citation share against named competitors to quantify your position in the AI content landscape.

Page-level citation tracking across all major AI engines
Source authority analysis - why specific pages earn citations others don't
Citation trend monitoring with week-over-week and month-over-month views
Competitor source comparison and citation share benchmarking
Context analysis showing the exact queries that trigger your citations
Alert system for citation drops or competitor citation spikes
Source & Citation Analysis interface

AI Content Optimization Scoring

Get a clear 0–100 AI readiness score for every page on your domain. The optimization engine evaluates content structure, entity clarity, topical authority, factual density, and technical accessibility - the factors that matter most for AI citation eligibility. Recommendations are ranked by expected impact, so your team works on the highest-leverage changes first. Track before/after scores as you publish updates to build a clear feedback loop between editorial effort and citation performance.

Page-level AI readiness score (0–100) with factor-level breakdown
Specific, ranked optimization recommendations for each page
Structure and entity clarity analysis with actionable fixes
Before/after scoring to measure the impact of every content update
Bulk page audit to identify the lowest-scoring content across your domain
Schema and technical accessibility checks that affect AI parsability
AI Content Optimization Scoring interface

Editorial Performance Dashboard

Track how your content strategy performs across all AI engines over time with the brand cockpit and measurement suite. See which topics earn the most citations, which content formats AI engines prefer, and how your overall citation share trends week over week. Connect Search Console data to correlate AI citation gains with organic traffic uplift and tie content investments directly to business outcomes. This is the reporting layer that justifies your editorial budget.

Content performance trends with configurable time ranges
Topic-level citation analysis to identify your strongest content clusters
Format and structure effectiveness comparison across content types
ROI metrics linking content investments to citation and traffic outcomes
Cross-engine performance breakdown - see which engines favor your content
Exportable reports in CSV and Looker Studio for stakeholder presentations
Editorial Performance Dashboard interface

Loved by 2,000+ Brands

Real results from real companies. See why leading brands trust Qwairy for their AI visibility.

"We went from 0% AI visibility to being mentioned in 40% of ChatGPT responses in our category - in just 45 days. Qwairy's gap analysis showed us exactly which content to create."

+40% AI visibility in 45 days
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Julien Anceau
Growth Marketing & Webflow, Pysae

"Qwairy gives us visibility on what was still a black box not so long ago, and allows us to prepare and monitor our GEO strategies with precision. The tool is simple, complete, and the team is responsive."

Complete AI visibility insights
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Lisa Portail
Senior Webmarketing Consultant, Whitelynx

"Qwairy is an amazing tool to see whether a brand or content appears in LLMs. A real value-add and a true game changer for refining our strategy and our clients' as well."

Game changer for client strategies
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Mélisande Hoarau
SEO/SEA Consultant, SEO sans migraine

Proven Results

Measurable improvements in AI visibility

+145%
AI search rankings
Webloom clients
3x
brand mentions
Pysae in 60 days
87%
see results
within 30 days
45
days to first results
average

Built for Teams Like Yours

Whether you're optimizing for search engines, growing a brand, or managing client portfolios—Qwairy adapts to your workflow.

SEO & Growth Marketers

Extend your SEO expertise to AI engines

  • Monitor brand mentions across ChatGPT, Claude, Perplexity
  • Track competitor visibility in real-time
  • Get actionable content recommendations
+145% AI visibility in 60 days

B2B SaaS & E-commerce

Get recommended when customers ask AI

  • Identify gaps where competitors outrank you
  • Auto-generate optimized content briefs
  • Track citations and source mentions
3x more AI citations in 90 days

Marketing Agencies

Scale AI visibility across your portfolio

  • Multi-client dashboards in one platform
  • White-label dashboard with your branding
  • Bulk monitoring across all brands
10+ clients managed per account

Connect Your Stack

Sync your data. Export your insights.

Google Search Console

Search Console

Import keyword data

Bing Webmaster Tools

Bing Webmaster

Bing search data

Google Analytics

Google Analytics

Track AI traffic

Looker Studio

Looker Studio

Build custom reports

Slack

Slack

Get alerts

API / MCP

Connect anything

CSV / JSON

Export everything

Also

VercelVercelCloudflareCloudflareNetlifyNetlifyFastlyFastlyAkamaiAkamaiWordPressWordPressShopifyShopifybetaHubSpotHubSpotbetaPower BIPower BIbeta

Create less. Get cited more.

Better content strategy, not more content. Focus on what AI actually cites.

+40%

Visibility boost

With proper optimization

3x

More citations

In 90 days

87%

See results

Within 30 days

10+

AI engines

Tracked

Start Free

Start measuring your AI ROI today

FAQ

Frequently Asked Questions

AI engines prioritize content that demonstrates expertise, provides clear and structured information, covers topics comprehensively, and comes from authoritative sources. Key factors include well-defined headings, factual density, entity disambiguation, and technical accessibility. Qwairy's optimization module analyzes all these factors and gives you specific, ranked recommendations to improve citability for each page on your domain.

Ready to grow in AI search?

Discover which content earns AI citations and which doesn't.

100 free credits. No credit card required.