Qwairy for SaaS & B2B

Get Your SaaS Product Recommended by ChatGPT, Gemini & Perplexity

See whether AI responses mention your product or your competitors, then use the collected evidence to review your positioning and content.

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120 free credits · No credit card required

4.7/5 on G2

When buyers ask AI for 'the best tool,' do you appear?

Buyers can ask AI assistants to compare vendors before visiting a product website. Monitor the category and comparison prompts relevant to your audience to see whether your product appears in the collected answers.

AI answers can summarize a category and describe competing products. Reviewing those answers alongside search and review-site data helps you identify which descriptions, sources, and comparisons your team should investigate.

Category creation and competitive positioning have never mattered more - and they now play out in AI training data and live inference, not just on your website. AI models associate specific attributes with your brand: pricing tier, target customer, key use cases, integration ecosystem. If those associations are wrong, outdated, or weaker than a competitor's, no amount of paid spend will fix it. You need to know what AI thinks about you before you can change it. That's where brand perception analysis becomes essential.

For product-led teams, questions about free tiers, integrations, documentation, and alternatives can provide a useful monitoring scope. Review how collected responses describe those aspects of your product, then assess identifiable referrals with your connected analytics.

Build a baseline for the prompts that matter to your category, then compare results over consistent periods. Use competitor mentions and cited sources to prioritize content reviews, and measure changes without assuming a fixed improvement or timeline.

Own Your Category in AI Search Optimization

Track Brand Mentions Across AI Engines

Track your product in selected category and comparison prompts across supported models. Review collected mentions, positions, and competitors to identify the responses that need attention.

Understand Your AI Brand Perception

See how AI platforms describe your product versus competitors. Perception analysis reveals what attributes, strengths, and weaknesses AI associates with your brand - pricing tier, ideal customer profile, integrations, limitations - and where your positioning gaps are creating missed opportunities. Track how perception shifts as you publish new content.

Create Citation-Worthy Content That Converts

Use content recommendations and briefs based on observed visibility gaps. Review suggested topics and page improvements with your team before choosing what to implement.

Review AI Referrer Traffic & Analytics

Connect supported analytics to review identifiable AI referrals and available conversion metrics. Assess those observations alongside your own trial, demo, and sales reporting.

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Start tracking your brand's AI visibility

Process

Review B2B AI Visibility in 3 Steps

01
Configure Your Brand & Category
Add your brand, category prompts, and competitors. Select supported models, markets, and monitoring frequency within your plan and available credits.
02
Discover Where AI Recommends You
Compare your brand with competitors in the category, comparison, and alternative prompts you monitor. Review mention, position, and sentiment data in the collected responses.
03
Optimize, Publish & Measure Impact
Review Action Center recommendations and page analyses to prioritize content work. Compare later monitoring results and connected traffic data with your baseline.

AI Search Optimization for SaaS Growth Teams

Every tool you need to win AI-driven product recommendations and own your category

Competitive AI Positioning Matrix

Compare your brand and competitors across the prompts, models, and markets you monitor. Review collected responses to identify where competitors appear, then compare trends over consistent periods.

Competitive positioning across selected supported AI models

Review positions in monitored category and alternative prompts

Monitor competitor AI visibility trends over 30/60/90-day windows

Identify positioning gaps and high-opportunity queries to target

Review competitive positioning changes over time

Export competitive data for board decks and investor reports

Competitive AI Positioning Matrix interface

B2B Brand Perception & Sentiment Analysis

Understand exactly how AI platforms characterize your product when buyers are making vendor decisions. Perception analysis surfaces the attributes AI consistently links to your brand - target customer segment, pricing tier, standout features, perceived weaknesses - and benchmarks them against how AI describes your top competitors. This is the intelligence your positioning and messaging team needs to close the gap between how you want to be described and how AI actually describes you. Track how perception evolves month-over-month as you publish new content and earn citations.

AI-generated brand attribute mapping with competitor benchmarking

Sentiment scoring across all monitored AI platforms and prompts

Identify misattributed weaknesses that are costing you deals

Track how messaging and content changes shift AI perception over time

Uncover category-level positioning opportunities competitors have missed

Feed insights directly into your ICP and messaging frameworks

Content Opportunity Engine for AI Citations

Use the Action Center to review content opportunities identified from your monitoring data. Prepare briefs around observed topic and coverage gaps, and investigate third-party domains cited in relevant responses before planning outreach.

Data-driven content brief generation tied to AI visibility gaps

Review topics and formats suggested for your monitored category

Backlink opportunity identification from high-authority AI-cited domains

Recommendation priority scores to support editorial review

Page-level structural recommendations from optimization audits

Track content performance against citation rate improvements over time

Content Opportunity Engine for AI Citations interface

AI Referrer Traffic & Analytics

Review identifiable AI referrer traffic through supported analytics integrations, including available engagement, conversion, and revenue metrics. Search Console and Bing Webmaster Tools provide separate search performance data. Compare these observations with your own sales reporting when assessing business outcomes.

AI referrer traffic tracking with platform-level attribution breakdown

Source and landing-page analytics where supported

Search performance from Google Search Console and Bing Webmaster Tools

Available conversion and revenue metrics from connected analytics

Weekly and monthly dashboard reports for leadership review

CSV and API export for integration with your existing BI and data stack

AI Referrer Traffic & Analytics interface

Identify Backlink Opportunities

Discover high-value domains that cite your competitors in AI-generated answers but not your brand. Surface untapped link opportunities ranked by authority, relevance, and citation frequency across all major AI providers.

Competitor backlink gap analysis - domains citing rivals but not you

Domain authority and relevance scoring for each opportunity

AI citation source tracking across ChatGPT, Perplexity, Gemini, and Claude

Prioritized outreach list with topic and context match

Review citation source changes over selected periods

Export-ready CSV with outreach context for your link-building team

Identify Backlink Opportunities interface

API, MCP & Custom Integration Access

Connect your reporting and workflows through the REST API, MCP, CSV/JSON exports, and Looker Studio. Integration access depends on your plan; notification webhooks require white-label access.

REST API with OpenAPI documentation on eligible plans

MCP access for compatible AI agents and assistants

Notification webhooks with white-label access for weekly reports and ready exports

Looker Studio dashboards on eligible plans

CSV and JSON exports for your reporting tools

Review authentication and plan access before connecting your tools

API, MCP & Custom Integration Access interface

Trusted by teams growing in AI search

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

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

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

Mélisande Hoarau

SEO/SEA Consultant

SEO sans migraine

Coverage built for GEO workflows

Current platform coverage and starting capacity

AI providers

supported for monitoring

15+

AI crawlers

recognized in crawler analytics

45+

languages

available for workflows

120

free credits

no credit card required

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 over time
Get actionable content recommendations

A clearer view of your AI visibility

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

Prioritized citation opportunities

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

Centralized portfolio monitoring

Connect Your Stack

Bring in search, analytics and crawler signals. Send Qwairy insights to reporting and AI workflows.

Google Search Console

Import real search queries and discover AI monitoring prompts.

Bing Webmaster Tools

Complete search performance with Bing queries, pages, CTR and positions.

Google Analytics 4

Measure AI referrer traffic and ecommerce revenue attribution.

Piwik Pro

Privacy-first analytics for AI traffic and revenue attribution.

Matomo

Open-source analytics with AI assistant referrer tracking.

Looker Studio

Build live stakeholder dashboards from Qwairy data.

MCP Server

Expose Qwairy context to compatible AI agents and assistants.

Also connects with

Explore all integrations

The Hidden Pipeline You're Not Measuring

Assess product mentions, competitors, cited sources, and identifiable referral traffic using your own monitoring baseline.

Mentions

Product presence

Collected responses

Sources

Domain citations

Captured evidence

Competitors

Relative visibility

Comparable prompts

Traffic

AI referrers

Connected analytics

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Start measuring your AI ROI today

FAQ

Frequently Asked Questions

Choose category and comparison prompts relevant to your product, then select supported models and markets. Qwairy analyzes collected responses for brand mentions, position, and sentiment. Prompt capacity and monitoring runs depend on your plan, configuration, and available credits.

Add competitors to your workspace and compare their presence with your brand in monitored prompts. Review collected mentions and perception data, keeping the prompts and reporting period consistent when comparing results.

AI citations and mentions show how your product appears in collected answers. Supported analytics integrations separately report identifiable referral traffic and available conversions or revenue. Compare those observations with your own sales data; a visibility change alone does not establish a pipeline gain.

Build an initial baseline once monitoring completes, then compare the same prompts, models, and markets after implementing changes. Results and timing vary; recommendations do not guarantee additional mentions or citations.

If you're defining a new category, Qwairy is invaluable for measuring whether AI has learned that category - and whether your brand is its default association. Perception analysis surfaces the attributes AI currently uses to describe your space, helping you identify which educational content and thought leadership pieces to prioritize. Tracking "what is [your category]?" and "best [your category] tools" queries shows how AI's understanding of your category evolves over time as you publish authoritative content.

You can monitor questions about free tiers, developer documentation, integrations, and alternatives. Review whether collected answers mention your product or cite the relevant pages, then assess identifiable referral traffic through your connected analytics.

Qwairy supports Google Search Console, Bing Webmaster Tools, Google Analytics, and Looker Studio integrations, with access depending on the feature and plan. CSV/JSON exports support external analysis. MCP is included from Starter, REST API from Growth, and Looker Studio from Business. Weekly reports can be sent by email. Notification webhooks require white-label access and support weekly report and export-ready notifications.

New accounts receive 120 free credits without a credit card. Feature access and usage limits depend on the plan. Starter costs €79 per month with monthly billing and includes 2,500 credits per month, with no cap on prompts. Enterprise capacity and rollout are tailored to your requirements; review the pricing page for current details.

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Ready to Grow in AI Search?

See if AI recommends your product or your competitors - and get a roadmap to win your category.