Seenos.ai vs Gauge: Which GEO Tool Actually Delivers Results?
Quick Verdict (After 3 Weeks Testing)
- • Gauge: AI visibility monitoring ($250/mo, 100 prompts) - tracks brand mentions using synthetic prompts across 6 AI platforms
- • Seenos.ai: Content optimization workstation (Free Beta) - helps create content AI engines want to cite using 47 E-E-A-T checkpoints
- • Key insight from testing: Gauge showed our "visibility score" increased 23% over 2 weeks, but we saw zero change in actual AI referral traffic
- • Recommendation: Use Gauge for executive dashboards; use Seenos.ai if you actually need to improve AI citations
Our Testing Methodology #
How We Tested
We spent 3 weeks (January 2-22, 2026) conducting hands-on testing of both platforms. Our methodology:
- Set up Gauge monitoring for our brand across all 6 supported AI platforms
- Created 50 synthetic prompts related to "GEO tools" and "AI search optimization"
- Tracked Gauge's visibility scores daily for 14 days
- Simultaneously used Seenos.ai to optimize 5 existing blog posts
- Monitored actual AI referral traffic via UTM parameters and direct attribution
Disclosure: We are the creators of Seenos.ai. We've attempted to be objective, but readers should consider this context.
What is Gauge? #
Gauge is an AI visibility optimization platform launched in 2024. According to their documentation and our testing, it monitors how frequently AI models mention your brand by sending synthetic prompts and analyzing responses.
The platform addresses a real concern: as AI search grows (projected to handle 40% of search queries by 2027 per Gartner), brands need visibility into how AI engines represent them. Gauge attempts to solve this with dashboards and metrics.
Gauge's Core Features (Based on Our Testing)
- Brand Performance Analysis: Visibility scores from 0-100 based on mention frequency in AI responses
- 6-Platform Coverage: ChatGPT, Claude, Perplexity, Gemini, Copilot, and Google AI Overviews
- Competitor Benchmarking: Track up to 5-15 competitors depending on plan
- Share of Voice: Percentage of AI responses mentioning your brand vs competitors
- Citation Tracking: Identify which sources AI platforms cite when mentioning your brand
- Weekly/Daily Reports: Automated PDF exports for stakeholder presentations
Figure 1: Gauge's visibility monitoring dashboard during our 14-day test period
The Synthetic Prompt Problem: What Our Testing Revealed #
During our testing, we noticed something concerning that Search Engine Journal also highlighted: there's a fundamental disconnect between Gauge's metrics and real-world outcomes.
Our Test Results: The Visibility Score Paradox
Week 1: Gauge visibility score: 62/100
Week 2: Gauge visibility score: 78/100 (+25.8% improvement)
Actual AI referral traffic: 0 change (127 → 131 visits, within normal variance)
Our "visibility" improved dramatically on Gauge's dashboard, but we saw no corresponding increase in actual traffic from AI platforms. This is because:
- Gauge's prompts are synthetic (created by Gauge, not real users)
- AI platforms don't share real query data with anyone
- The prompts Gauge uses may not reflect what your actual customers ask
As Rand Fishkin noted at SparkToro, the GEO monitoring industry faces a fundamental data problem: "We're measuring proxies, not reality."
Seenos.ai's different approach: Rather than tracking synthetic metrics, we focus on content optimization against proven E-E-A-T patterns that correlate with AI citation. If your content is well-structured, authoritative, and comprehensive, AI engines will cite it regardless of what monitoring dashboards say.
Pricing Deep Dive #
| Feature | Gauge Starter | Gauge Growth | Seenos.ai Beta |
|---|---|---|---|
| Monthly Price | $250/mo | ~$500/mo | Free |
| Prompt Limit | 100/month | 500/month | N/A (content-based) |
| Team Seats | 3 users | 10 users | Unlimited (beta) |
| Competitor Tracking | 5 competitors | 15 competitors | N/A |
| Content Creation | No | No | Yes |
| SEO Integration | No | No | Yes |
| Annual Cost | $3,000/year | ~$6,000/year | $0 |
Feature-by-Feature Comparison #
AI Search Monitoring
| Feature | Seenos.ai | Gauge |
|---|---|---|
| Multi-platform tracking (ChatGPT, Perplexity, Claude, Gemini) | No | Yes |
| Share of Voice metrics | No | Yes |
| Brand sentiment analysis (positive/neutral/negative) | No | Yes |
| Competitor mention tracking (up to 15 competitors) | No | Yes |
| Citation source identification | No | Yes |
| Real user query tracking | No | No |
Content Optimization
| Feature | Seenos.ai | Gauge |
|---|---|---|
| Content gap analysis against E-E-A-T standards | Yes | No |
| Structured data (Schema.org) audit & generation | Yes | No |
| Entity optimization recommendations | Yes | No |
| AI-assisted content creation with GEO best practices | Yes | No |
| Real-time optimization scoring (47 checkpoints) | Yes | No |
Workflow & Publishing
| Feature | Seenos.ai | Gauge |
|---|---|---|
| Direct CMS publishing (WordPress, Webflow, custom) | Yes | No |
| Content calendar and task management | Yes | No |
| Data → Content → Publish unified workflow | Yes | No |
| Team collaboration with role-based access | Yes | Partial |
SEO Integration
| Feature | Seenos.ai | Gauge |
|---|---|---|
| Traditional SEO audit (meta, headings, links) | Yes | No |
| Keyword research with search volume data | Yes | No |
| SERP tracking and position monitoring | Yes | No |
| Backlink analysis and opportunities | Yes | No |
Honest Pros & Cons #
Gauge Strengths
- Clean, intuitive dashboard with real-time visibility scores
- Tracks 6 AI platforms including ChatGPT, Claude, Perplexity, Gemini
- Share of Voice metrics updated daily on Growth+ plans
- Competitor gap analysis identifies missed citation opportunities
- CSV/PDF export for stakeholder reporting
- Responsive customer support (avg 4-hour response time)
Gauge Weaknesses
- All metrics based on synthetic prompts - not real user queries
- No content creation or optimization workflow included
- $250/mo entry price for monitoring-only functionality
- Limited to 100 prompts on starter plan - insufficient for most brands
- No SEO integration - GEO monitoring exists in isolation
- Cannot verify if recommended actions improve real-world visibility
- No way to track which prompts actually drive traffic to your site
Seenos.ai Strengths
- Content-first approach with actionable E-E-A-T optimization
- Unified workflow: keyword research → content creation → publish → analytics
- Expert AI agents audit against 47 proven SEO/GEO checkpoints
- Structured data generation and validation built-in
- Full SEO + GEO integration in one platform
- Free during beta - try everything before committing
Seenos.ai Weaknesses
- Does not track AI platform mentions (intentional design choice)
- Currently in beta - some features still in active development
- No "share of voice" dashboard (we believe these metrics are misleading)
- Smaller user community compared to established tools
Limitations of This Comparison #
- Bias: We created Seenos.ai. Despite our attempts at objectivity, this inherently affects our perspective.
- Testing period: 3 weeks may not capture long-term patterns or seasonal variations.
- Single use case: Our testing focused on B2B SaaS content; results may differ for e-commerce, news, or other verticals.
- Evolving products: Both platforms are actively developing new features. This comparison reflects January 2026 state.
Who Should Choose What? #
Choose Gauge if:
- You need to present "AI visibility metrics" to executives or board members
- Competitive intelligence on AI platform mentions is a primary KPI
- You want a dedicated dashboard for tracking brand sentiment trends
- Budget allows for $250-500+/mo specifically for monitoring
- You understand and accept the synthetic prompt limitations
- Your team doesn't need content creation tools (you have other solutions)
Choose Seenos.ai if:
- Your primary goal is improving actual AI citations, not tracking metrics
- You need a unified workflow: research → write → optimize → publish
- Both SEO and GEO optimization are priorities for your team
- You prefer actionable content recommendations over monitoring dashboards
- Budget is a constraint (free beta vs $3,000+/year)
- You're skeptical of metrics based on synthetic prompts
Frequently Asked Questions #
What is Gauge and what does it do?
Gauge is an AI visibility optimization platform launched in 2024. It monitors how frequently AI models like ChatGPT, Claude, and Perplexity recommend your brand by running synthetic prompts and tracking responses. Pricing starts at $250/month for 100 prompts, 3 users, and 5 competitor tracking.
How much does Gauge cost in 2026?
Gauge Starter: $250/month (100 prompts, 3 users). Growth: ~$500/month (500 prompts, 10 users, API). Enterprise: Custom pricing with unlimited prompts. Annual cost ranges from $3,000 to $6,000+ depending on plan.
What is the main limitation of Gauge?
All Gauge metrics are based on synthetic prompts (created by Gauge), not real user queries. AI platforms don't share actual query data. In our testing, a 25% improvement in Gauge's visibility score didn't correlate with any change in actual AI referral traffic.
Can I use Gauge and Seenos.ai together?
Yes, they serve complementary purposes. Use Gauge for stakeholder reporting and competitive tracking dashboards. Use Seenos.ai for the actual work of creating and optimizing content. Some teams may find value in both, though the $3,000+ annual cost of Gauge should be weighed against ROI.
Related Comparisons #
GEO Tool Comparisons
- Best GEO Tools 2026 - Complete market overview
- Seenos.ai vs Profound - Enterprise GEO platforms
- Seenos.ai vs Peec AI - Budget GEO tools
SEO Tools (Complementary)
- Best SEO Tools 2026 - Complete SEO tool guide
- Seenos.ai vs Ahrefs - Backlink analysis comparison
Learn More About AEO
- What is AEO? - Answer Engine Optimization explained
- GEO vs SEO vs AEO - Understanding the differences
Our Verdict #
Bottom Line After 3 Weeks of Testing
Gauge is a well-designed monitoring tool that delivers exactly what it promises: dashboards showing AI visibility metrics based on synthetic prompts. The UI is clean, reports are professional, and support is responsive. However, we found the metrics don't correlate with actual AI referral traffic.
Seenos.ai takes a fundamentally different approach. Instead of tracking what happens, it helps you influence what happens by optimizing your content for AI citation. It's free during beta, includes SEO integration, and focuses on actionable improvements.
Our honest recommendation: If your CEO asks "show me our AI search performance" — Gauge gives you a dashboard. If your CEO asks "why aren't we getting AI traffic and how do we fix it?" — Seenos.ai helps you do the work.
Product Manager at Seenos.ai. Pioneer in AEO research since 2024, exploring the convergence of SEO and GEO (Generative Engine Optimization). Led multiple AI-powered content optimization projects that achieved 300%+ citation increases in ChatGPT and Perplexity.