Side by side
Lucid Engine vs RankSurf
Compare what each tool does, what it costs, and how it fits your workflow.
Designed for
Track Your AI Search Presence in Real Time
Get recommended by AI before your competitor does.
Primary task
AI visibility
AI visibility
Pricing
Free Trial · Trial; then from $19/mo
Free Trial · Trial; then from $74/mo
Pricing details
Free + from $19/mo
Free + from $74/mo
Billing cycle
Monthly
Monthly
API access
Not documented
Not documented
Platforms
Web
Web
Integrations
Reddit
Reddit
Source rating
4.2 / 5 · 5 ratings
5.0 / 5 · 1 ratings
Catalog views
43k
240
Estimated monthly traffic
—
—
Catalog imported
31 Aug 2026
31 Aug 2026
Listed strengths
- Visibility Audit feature
- Competitor Radar function
- Action Backlog tool
- Optimizes for ChatGPT
- Optimizes for Perplexity
No pros listed yet
Listed limitations
- No APU
- No mobile application
- No multi-user support
- No integration with social media
- No immediate alerts for changes
No limitations recorded; this does not mean none exist.