SurfacedBy vs Knowatoa
Two focused AI visibility tools with different strengths. Here’s an honest comparison to help you choose the right one.
The Quick Verdict
Knowatoa and SurfacedBy share a focus on making AI visibility accessible, but take different approaches. Knowatoa's standout feature is unlimited domains and team seats on every plan, plus Google AI Mode tracking even on their $59/mo Starter. Their BISCUIT framework provides a structured optimization methodology. SurfacedBy offers a lower entry price ($25/mo), Claude monitoring on all paid plans, executive briefs, weekly action plans, and 8 research-backed recommendation types that Knowatoa doesn't match. If you manage many domains and want a structured framework with AI Mode from day one, Knowatoa is worth considering. If you want actionable recommendations and deeper analytics at a lower price, SurfacedBy delivers more insight per dollar.
Feature Comparison
How the two platforms compare across monitoring, analytics, pricing, and integrations.
| Feature | SurfacedBy | Knowatoa |
|---|---|---|
| Monitoring | ||
| AI platforms monitored | 5 (ChatGPT, Claude, Perplexity, Gemini, AI Mode) | 3 on Starter, 7 on Growth+ |
| Claude (Anthropic) tracking | All paid plans | Growth ($199/mo) and above |
| Google AI Mode | Professional+ | All plans (including $59 Starter) |
| Scan frequency | Daily monitoring + Weekly deep scan | Daily refresh |
| Prompts tracked | Up to 350 | 30 - 100+ |
| Analytics & Insights | ||
| AI Visibility Score | ||
| Citation tracking | ||
| Sentiment Analysis | Full breakdown | |
| AI Content Readiness Score | Automated on every scan (30 to 250 pages per domain) | |
| Actionable recommendations | 8 types with action steps | |
| Executive Brief | ||
| Weekly Action Brief | ||
| Competitor intelligence profiles | AI-synthesized (Professional+) | |
| Accuracy / hallucination monitoring | ||
| Read actual AI responses | ||
| Per-domain extras beyond prompts | Brand mentions, Google AIO, on-page audit, competitor profiles, executive brief | Bot crawlability check |
| Pricing & Access | ||
| Starting price | $25/mo | $59/mo |
| Free audit (no sign-up) | 10 real queries | Basic visibility audit |
| Free trial | 7 days | 7 days |
| Unlimited team seats | All plans | |
| Integrations & Extras | ||
| GSC + GA4 integration | GSC + GA4 | |
| API access | Professional (read), Business (read + write). On-demand scans for anyone via SurfacedBy Console. | Growth+ |
| Looker Studio | Growth+ | |
| Multi-language tracking | ||
| Data exports | CSV + scheduled email | |
Monitoring
AI platforms monitored
Claude (Anthropic) tracking
Google AI Mode
Scan frequency
Prompts tracked
Analytics & Insights
AI Visibility Score
Citation tracking
Sentiment Analysis
AI Content Readiness Score
Actionable recommendations
Executive Brief
Weekly Action Brief
Competitor intelligence profiles
Accuracy / hallucination monitoring
Read actual AI responses
Per-domain extras beyond prompts
Pricing & Access
Starting price
Free audit (no sign-up)
Free trial
Unlimited team seats
Integrations & Extras
GSC + GA4 integration
API access
Looker Studio
Multi-language tracking
Data exports
Pricing Comparison
SurfacedBy starts at $25/mo. Knowatoa starts at $59/mo with unlimited domains on every plan.
SurfacedBy
Lower entry, deeper analytics
1 domain · 15 prompts · 3 AI platforms · Daily monitoring + weekly deep scan
5 domains · 100 prompts · 4 platforms + AI Mode · Brand Mention Tracking
10 fully monitored domains · 350 prompts · All 5 platforms · On-Page AI Analysis + API
All plans include a 7-day free trial. Free audit available with 10 real queries.
Knowatoa
Unlimited domains on every plan
30 questions · 3 AI platforms (incl. AI Mode) · Unlimited domains + seats
100 questions · 7 AI platforms · API + Looker Studio
Custom questions · All platforms + early access · Custom reporting
7-day free trial. Free visibility audit on homepage. Unlimited domains and seats on all plans.
Where SurfacedBy leads
Lower Entry Price
Start monitoring AI visibility for $25/mo with Claude included on all paid plans. Knowatoa starts at $59/mo and requires their $199/mo Growth plan for Claude.
Actionable Recommendations
8 research-backed recommendation types, executive briefs, and weekly action plans tell you exactly what to fix and why. Knowatoa provides monitoring data without optimization guidance.
Deeper Analytics
AI Content Readiness scoring, AI-synthesized competitor profiles, actual AI response browsing, and native GSC plus GA4 integration for a complete picture.
Where Knowatoa leads
Unlimited Domains on Every Plan
Every Knowatoa plan includes unlimited domains and team seats with a shared question pool. Great for agencies or teams managing multiple brands on a single budget.
Google AI Mode from Day One
Google AI Mode tracking is included on all plans, even the $59/mo Starter. They also offer hallucination and accuracy monitoring, plus the BISCUIT optimization framework.
Which one should you choose?
Choose SurfacedBy if...
- You want to start monitoring for $25/mo instead of $59/mo
- You need Claude monitoring on your entry plan
- You want actionable recommendations (8 types), not just data
- You want executive briefs and weekly action plans
- You need GSC and GA4 integration
- You want AI content readiness scoring for your site
Choose Knowatoa if...
- You need unlimited domains on every plan (Knowatoa includes this on all tiers)
- You want Google AI Mode tracking on your entry plan
- You manage a large team and need unlimited seats
- You want the BISCUIT optimization framework and methodology
- You need multi-language tracking
- You want hallucination/accuracy monitoring
SurfacedBy is our own product. We've done our best to represent competitors accurately based on their public pricing pages and documentation as of April 2026. We encourage you to try each tool yourself. Pricing and features may have changed since publication.
Frequently Asked Questions
Does Knowatoa track Google AI Mode?
Yes, and this is one of Knowatoa's standout features. Google AI Mode tracking is included on all plans, even the $59/mo Starter. SurfacedBy includes AI Mode from the Professional plan ($179/mo).
What is Knowatoa's BISCUIT framework?
BISCUIT stands for Bots, Indexing, Sentiment, Competitive Ranking, Unique Data Sources, Intelligence, and Truthfulness. It's a structured methodology for optimizing your brand's presence in AI search results. SurfacedBy takes a different approach with 8 research-backed recommendation types that provide specific action steps after each scan.
Which tool offers more domains per plan?
Knowatoa includes unlimited domains and team seats on every plan, including their $59/mo Starter. Your questions are shared across all domains. SurfacedBy offers 1, 5, or 10 domains depending on your plan, but each domain gets significantly deeper analysis: daily monitoring across 5 platforms, weekly deep scans, competitor intelligence, brand tracking, and personalized action plans. If you need many domains with light monitoring, Knowatoa has the edge. If you want fewer domains with much deeper insight per domain, SurfacedBy delivers more.
Does SurfacedBy have features Knowatoa doesn't?
Yes. SurfacedBy offers AI Content Readiness scoring, executive briefs after each scan, weekly action plans with prioritized tasks, AI-synthesized competitor intelligence profiles, 8 types of research-backed recommendations, and native GSC plus GA4 integration. Knowatoa focuses on monitoring and provides the BISCUIT framework methodology but does not generate actionable recommendations or briefs.
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