Key Takeaways
- Promptwatch is an optimization platform; Qwairy is a monitoring platform. Promptwatch includes content gap analysis, an AI writing agent, and crawler logs to help you fix visibility issues. Qwairy shows you the data but leaves content creation and technical optimization to you.
- Promptwatch has transparent pricing ($99-$579/mo); Qwairy uses credits. Promptwatch's tiered plans include specific prompt and article limits. Qwairy offers 100 free credits but doesn't publish paid pricing, making budgeting harder.
- Only Promptwatch tracks AI crawler activity. Real-time logs show which pages ChatGPT, Claude, and Perplexity are reading, plus errors and indexing issues. Qwairy doesn't offer this.
- Promptwatch generates content; Qwairy identifies opportunities. Promptwatch's AI agent writes articles optimized for AI citations. Qwairy's Content Studio surfaces gaps but doesn't auto-generate.
- Both cover the same core AI models. ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Mistral, DeepSeek. Promptwatch adds Google AI Overviews and Google AI Mode.
- Promptwatch is better for teams that want an all-in-one solution. If you need tracking + content creation + technical insights, Promptwatch delivers. If you just want visibility dashboards and have your own content team, Qwairy works.
Overview
Promptwatch

Promptwatch is the market-leading Generative Engine Optimization (GEO) platform used by 7,000+ brands including Booking.com, Center Parcs, and Typeform. It tracks brand visibility across 10 AI models (ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Mistral, DeepSeek, Meta AI, Google AI Overviews) and goes beyond monitoring to help you actually improve your rankings. The platform includes content gap analysis, an AI writing agent, crawler logs, Reddit/YouTube tracking, and ChatGPT Shopping monitoring. Pricing starts at $99/mo with a 7-day free trial.
Qwairy
Qwairy is a GEO platform focused on tracking brand mentions and visibility across AI search engines. It monitors ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Mistral, DeepSeek, and Google AI products. The platform offers competitor comparison, sentiment analysis, query fan-outs, and a Content Studio for identifying opportunities. Qwairy uses a credit-based pricing model with 100 free credits to start and no credit card required. Paid pricing isn't publicly listed.
Side-by-Side Comparison
| Feature | Promptwatch | Qwairy |
|---|---|---|
| Pricing model | Tiered plans ($99-$579/mo) | Credit-based (pricing not public) |
| Free trial | 7 days | 100 free credits |
| AI models tracked | 10 (includes Google AI Overviews/Mode) | 10 (same core models) |
| Content generation | ✓ Built-in AI writing agent | ✗ Opportunity identification only |
| Crawler logs | ✓ Real-time AI crawler tracking | ✗ Not available |
| Content gap analysis | ✓ Answer Gap Analysis | ✓ Content Opportunities |
| Reddit/YouTube tracking | ✓ Surfaces discussions influencing AI | ✗ Not mentioned |
| ChatGPT Shopping | ✓ Product recommendation tracking | ✗ Not available |
| Prompt volume estimates | ✓ With difficulty scores | ✗ Not mentioned |
| Traffic attribution | ✓ Code snippet, GSC, server logs | ✓ Referrer Analytics |
| Multi-language support | ✓ Any language, any region | ✓ Supported |
| API access | ✓ Full API + Looker Studio | ✗ Not mentioned |
| Sites per plan | 1-5 depending on tier | Not specified |
Content creation and optimization
Promptwatch: Built-in AI writing agent
Promptwatch doesn't just tell you what's missing -- it helps you create it. The Answer Gap Analysis identifies specific topics, angles, and questions your site doesn't cover but competitors do. Then the AI writing agent generates articles, listicles, and comparisons grounded in 880M+ citations, prompt volumes, and competitor data. This isn't generic SEO filler. It's content engineered to get cited by ChatGPT, Claude, and Perplexity.
You can generate 5-30 articles per month depending on your plan (Essential: 5, Professional: 15, Business: 30). The agent uses real citation patterns to structure content the way AI models prefer. After publishing, page-level tracking shows which articles are getting cited and by which models.
Qwairy: Content Studio for opportunity identification
Qwairy's Content Studio surfaces content gaps and opportunities but doesn't auto-generate articles. You see where competitors are mentioned and you're not, which prompts are driving visibility, and what topics to cover. Then you write the content yourself or hand it to your team.
This works if you have writers on staff or prefer full editorial control. But if you're a small team or solo marketer, you're left with a list of to-dos and no help executing.
Verdict: Promptwatch wins if you need help creating content. Qwairy works if you just want to know what to write.
AI crawler logs and technical insights
Promptwatch: Real-time crawler tracking
Promptwatch includes AI Crawler Logs -- real-time logs of ChatGPT, Claude, Perplexity, and other AI models hitting your website. You see which pages they read, how often they return, errors they encounter, and indexing issues. This is critical for understanding how AI engines discover your content.
If a page isn't being crawled, it won't get cited. The logs help you diagnose problems: blocked by robots.txt, slow load times, broken links, missing structured data. Most GEO platforms ignore this entirely.
Qwairy: No crawler logs
Qwairy doesn't offer crawler log tracking. You can see when AI models mention your brand in responses, but you don't know if they're actually reading your site or how they're discovering your content. This is a blind spot.
The platform does include Technical Analysis and Site Diagnostics, but these focus on general site health, not AI-specific crawling behavior.
Verdict: Promptwatch is the only option if you need to understand AI crawler activity. Qwairy leaves this gap unfilled.
Prompt tracking and intelligence
Promptwatch: Volume estimates and difficulty scores
Promptwatch provides volume estimates for each prompt (how often users ask it) plus difficulty scores (how hard it is to rank). Query fan-outs show how one prompt branches into sub-queries. This helps you prioritize high-value, winnable prompts instead of guessing.
You can track 50-350 prompts depending on your plan. The platform monitors responses across all 10 AI models and shows mention rates, citation rates, and share of voice for each prompt.
Qwairy: Prompt tracking without volume data
Qwairy tracks prompts across AI models and shows mention rates, citation rates, and share of voice. The Query Fan-Out feature maps how prompts branch into related queries. But there's no mention of volume estimates or difficulty scoring.
Without volume data, you're guessing which prompts matter most. A prompt with 10 monthly searches isn't worth the same effort as one with 10,000.
Verdict: Promptwatch's volume and difficulty data makes prioritization easier. Qwairy tracks prompts but doesn't tell you which ones are worth chasing.
Competitor analysis
Promptwatch: Heatmaps and gap analysis
Promptwatch's competitor heatmaps show your AI visibility vs competitors across LLMs. You see who's winning for each prompt and why. The Answer Gap Analysis identifies specific content competitors have that you don't -- the exact topics, angles, and questions AI models want but can't find on your site.
This is actionable. You're not just seeing "Competitor X is mentioned more" -- you're seeing "Competitor X ranks for these 47 prompts because they have content about Y and Z, which you're missing."
Qwairy: Competitor Compare feature
Qwairy's Competitor Compare lets you benchmark your brand against up to 6 competitors. You see mention rates, citation rates, and share of voice side-by-side. The interface is clean and the data is easy to scan.
But it's surface-level. You see the numbers, but not the underlying content gaps or specific actions to take. It's a dashboard, not a diagnostic tool.
Verdict: Both platforms compare competitors, but Promptwatch goes deeper by identifying specific content gaps.
Reddit, YouTube, and social signals
Promptwatch: Reddit and YouTube tracking
Promptwatch surfaces Reddit discussions and YouTube videos that directly influence AI recommendations. This is a channel most GEO platforms ignore entirely. If a Reddit thread or YouTube video is being cited by ChatGPT or Perplexity, you need to know about it -- either to participate in the conversation or to understand what content formats AI models prefer.
The platform also tracks social signals that correlate with AI visibility.
Qwairy: Social Signals feature
Qwairy includes a Social Signals feature but doesn't specify whether it tracks Reddit or YouTube. The feature appears to monitor general social activity that might influence AI responses, but the scope isn't clear from the website.
Verdict: Promptwatch explicitly tracks Reddit and YouTube. Qwairy's Social Signals feature is vague.
ChatGPT Shopping and product recommendations
Promptwatch: ChatGPT Shopping tracking
Promptwatch monitors when your brand appears in ChatGPT's product recommendations and shopping carousels. This is critical for e-commerce brands and SaaS companies. If ChatGPT is recommending competitors' products instead of yours, you need to know.
The platform tracks shopping results separately from general mentions, so you can optimize specifically for product queries.
Qwairy: Shopping Results feature
Qwairy includes a Shopping Results feature that appears to track product mentions in AI responses. The exact scope isn't detailed on the website, but it's listed as a capability.
Verdict: Both platforms track shopping results. Promptwatch's ChatGPT Shopping focus is more explicit.
Traffic attribution and analytics
Promptwatch: Three attribution methods
Promptwatch offers three ways to connect AI visibility to actual traffic:
- Code snippet: Add a tracking snippet to your site to capture AI referrals
- Google Search Console integration: Pull GSC data to see AI-driven organic traffic
- Server log analysis: Upload server logs to attribute traffic from AI crawlers
You can see which pages are driving traffic from AI search, conversion rates, and revenue attribution. This closes the loop from visibility to business outcomes.
Qwairy: Referrer Analytics
Qwairy includes Referrer Analytics to track traffic from AI search engines. The platform also offers Crawler Analytics (separate from crawler logs -- this tracks traffic patterns, not crawling behavior) and Page Performance metrics.
The attribution capabilities appear solid, but the multiple methods Promptwatch offers (GSC, server logs, code snippet) give more flexibility.
Verdict: Both platforms attribute traffic. Promptwatch's three-method approach is more comprehensive.
Pricing comparison
| Plan | Promptwatch | Qwairy |
|---|---|---|
| Free tier | 7-day trial | 100 free credits |
| Entry plan | Essential: $99/mo (1 site, 50 prompts, 5 articles) | Credit-based (pricing not public) |
| Mid-tier | Professional: $249/mo (2 sites, 150 prompts, 15 articles, crawler logs) | Not specified |
| High-tier | Business: $579/mo (5 sites, 350 prompts, 30 articles) | Not specified |
| Enterprise | Custom pricing | Not specified |
| Annual discount | Available | Not specified |
Promptwatch's pricing is transparent and predictable. You know exactly what you're getting at each tier. Qwairy's credit-based model might be flexible, but without public pricing, it's hard to budget or compare value.
Verdict: Promptwatch wins on pricing transparency. Qwairy's hidden pricing is a red flag for buyers who need to forecast costs.
User interface and ease of use
Both platforms have modern, dashboard-driven interfaces. Promptwatch's UI is organized around the action loop: find gaps, generate content, track results. The navigation is clear and the data visualizations (heatmaps, tables, charts) are easy to scan.
Qwairy's interface is also clean, with a sidebar navigation and detailed comparison views. The Competitor Compare feature is particularly well-designed -- you can benchmark up to 6 brands side-by-side with clear metrics.
Neither platform has a steep learning curve. Both are accessible to marketers without technical backgrounds.
Verdict: Tie. Both platforms are user-friendly.
Integrations and API access
Promptwatch
- Full API for custom workflows
- Looker Studio integration for custom reporting
- Google Search Console integration
- Server log upload for traffic attribution
Qwairy
- Google Search Console integration
- Bing Webmaster Tools integration
- API access not mentioned
Promptwatch's API and Looker Studio integration give more flexibility for custom reporting and automation. Qwairy covers the basics (GSC, Bing) but doesn't advertise API access.
Verdict: Promptwatch wins on integrations and extensibility.
Pros and cons
Promptwatch pros
- Built-in AI writing agent generates optimized content
- Real-time AI crawler logs show indexing issues
- Transparent tiered pricing with clear limits
- Reddit and YouTube tracking
- ChatGPT Shopping monitoring
- Prompt volume estimates and difficulty scores
- Full API and Looker Studio integration
- 880M+ citations analyzed for content recommendations
Promptwatch cons
- Higher starting price ($99/mo vs free credits)
- Article generation limits might feel restrictive on lower tiers
- Overkill if you only need basic monitoring
Qwairy pros
- 100 free credits to start, no credit card required
- Clean Competitor Compare interface
- Covers all major AI models
- Content Studio identifies opportunities
- Lower barrier to entry
Qwairy cons
- No AI crawler logs
- No built-in content generation
- Pricing not publicly listed (hard to budget)
- No prompt volume or difficulty data
- Reddit/YouTube tracking unclear
- No API access mentioned
Who should pick which tool
Choose Promptwatch if:
- You need help creating content, not just identifying gaps
- You want to understand how AI crawlers discover your site
- You're managing multiple sites or clients (agencies)
- You need prompt volume and difficulty data to prioritize
- You want Reddit/YouTube tracking
- You need API access or custom reporting
- You prefer transparent, predictable pricing
- You're serious about GEO and want an all-in-one platform
Choose Qwairy if:
- You just need visibility dashboards and have your own content team
- You want to test GEO with free credits before committing
- You prefer a credit-based model over tiered plans
- You don't need crawler logs or technical AI indexing insights
- You're comfortable writing content based on opportunity lists
- You want a simpler, monitoring-focused tool
Final verdict
Promptwatch is the better choice for most teams. It's an optimization platform, not just a monitoring dashboard. You get content gap analysis, an AI writing agent, crawler logs, Reddit/YouTube tracking, and prompt intelligence -- everything you need to actually improve your AI search rankings, not just watch them.
Qwairy works if you only need visibility tracking and have writers on staff. The free credits are a nice way to test GEO without commitment. But the lack of crawler logs, content generation, and public pricing makes it harder to justify long-term.
If you're choosing between these two, ask yourself: do I just want to see the data, or do I want help fixing the problems? If it's the latter, Promptwatch is the clear winner.
