Quick Verdict
Both Gumshoe AI and Qwairy tackle the new challenge of tracking your brand's visibility in AI-generated search results. But they take completely different approaches to solving the same problem. Gumshoe focuses on predicting what questions your target audience will ask AI tools, while Qwairy monitors what AI systems are actually saying about your brand right now.
The key difference comes down to proactive versus reactive monitoring. Gumshoe lets you define audience personas and generates reports predicting relevant AI queries for those specific user types. Qwairy watches AI responses in real-time to catch when and how your brand appears in actual AI answers.
Score comparison
Score Comparison
| Dimension | Gumshoe AI | Qwairy |
|---|---|---|
| Feature Depth | 12.0 | 37.0 |
| Ease of Use | 15.0 | 35.0 |
| Data Quality | 18.0 | 82.0 |
| Value for Money | 63.0 | 75.0 |
| Integration | 0.0 | 30.0 |
| Market Traction | 6.0 | 5.0 |
Feature comparison
| Feature | Gumshoe AI | Qwairy |
|---|---|---|
| Persona-Driven Query Prediction | ✓ | — |
| Pay-Per-Report Pricing | ✓ | — |
| Competitive Citation Analysis | ✓ | — |
| Tactical Recommendations | ✓ | — |
| Cross-Platform Coverage | ✓ | — |
| Historical Tracking | ✓ | — |
| Prompt Monitoring | — | ✓ |
| Response Capture | — | ✓ |
| AI Analytics Dashboard | — | ✓ |
| Site Diagnostics for AI Discovery | — | ✓ |
| Brand Attribution Tracking | — | ✓ |
Pricing comparison
| Plan | Gumshoe AI | Qwairy |
|---|---|---|
| Free Trial | Free | Contact for pricing |
| Single Report | $30 | — |
| 5-Pack Reports | $125 | — |
| Enterprise | Custom | — |
Feature Comparison
Gumshoe AI's persona-driven approach is its standout feature. You build detailed profiles of your target customers, and the tool predicts what AI queries they're likely to ask related to your industry. Each $30 report includes competitive ranking analysis and tactical recommendations for improving your AI visibility. The tool also tracks source citations, showing you which content AI models reference when mentioning your brand. Qwairy takes a more technical monitoring approach with prompt tracking and response capture across multiple AI platforms. Its crawler visit tracking feature shows you when AI systems are accessing your site for training or answer generation. The referrer attribution helps you understand which AI platforms are driving the most visibility for your brand. But Qwairy's site diagnostics for AI discovery feel more focused on technical optimization than strategic audience targeting. The citation tracking in Gumshoe feels more actionable since it connects specific content pieces to AI mentions. Qwairy's analytics dashboard appears more comprehensive for tracking volume and frequency, but lacks the predictive element that makes Gumshoe useful for content planning.
Pricing Comparison
Gumshoe's pay-per-report model at $30 makes it accessible for small businesses or agencies testing AI visibility strategies. You're not locked into monthly subscriptions, which is perfect if you only need periodic checks or want to run reports for specific campaigns. The pricing transparency is refreshing — you know exactly what each analysis costs upfront. Qwairy hasn't published their pricing structure, which usually signals either enterprise-focused pricing or a tool still in early beta. Without knowing their cost structure, it's impossible to compare value per dollar, but the lack of pricing transparency suggests they're targeting larger companies with dedicated AI strategy budgets.
Best For
Gumshoe AI works better for content marketers and SEO teams who want to get ahead of AI visibility trends. The persona-based predictions help you create content that will likely get cited by AI tools when your target audience asks relevant questions. The pay-per-use model makes it practical for agencies managing multiple clients or companies with limited budgets. Qwairy suits larger enterprises that need comprehensive monitoring of their current AI presence. The real-time tracking and technical diagnostics appeal to brands that already have significant AI visibility and want to optimize their existing performance. The crawler tracking is valuable for companies concerned about how AI systems access their content.
The Verdict
For most businesses starting their AI visibility strategy, Gumshoe AI offers better immediate value. The predictive approach and transparent pricing make it easier to generate actionable insights without ongoing subscription costs. Qwairy's monitoring capabilities are impressive, but the unknown pricing and reactive focus make it harder to recommend for general use. Start with a $30 Gumshoe report to understand your AI visibility opportunities before investing in comprehensive monitoring tools.
Our verdict
For features, gumshoe-ai leads. On a budget, go with gumshoe-ai.