Side by side
AI Visibility Monitor by Work-Smart.ai vs Lucid Engine
Compare what each tool does, what it costs, and how it fits your workflow.
Designed for
This tells you which queries you can win and what to make.
Track Your AI Search Presence in Real Time
Primary task
AI visibility
AI visibility
Pricing
Free
Free Trial · Trial; then from $19/mo
Pricing details
Free
Free + from $19/mo
Billing cycle
Not documented
Monthly
API access
Not documented
Not documented
Platforms
Web
Web
Integrations
Make
Reddit
Source rating
No rating recorded
4.2 / 5 · 5 ratings
Catalog views
5.8k
43k
Estimated monthly traffic
985.4M
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Catalog imported
31 Aug 2026
31 Aug 2026
Listed strengths
- Open source tool
- Citation tracking
- Analysis of robot.txt
- Analyzes llms.txt
- Analyzes sitemap.xml
- Visibility Audit feature
- Competitor Radar function
- Action Backlog tool
- Optimizes for ChatGPT
- Optimizes for Perplexity
Listed limitations
- Requires Python script knowledge
- Needs manual installation and configuration
- Runs locally, no cloud support
- No built-in dashboards
- Requires user credentials for run
- No APU
- No mobile application
- No multi-user support
- No integration with social media
- No immediate alerts for changes