Side by side
AI Visibility Monitor by Work-Smart.ai vs GitHub Data Explorer
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.
Discover GitHub insights with AI-generated SQL queries
Primary task
AI visibility
GitHub
Pricing
Free
Free
Pricing details
Free
Free
Billing cycle
Not documented
Not documented
API access
Not documented
Not documented
Platforms
Web
Web
Integrations
Make
GitHub
Source rating
No rating recorded
No rating recorded
Catalog views
5.8k
3.7k
Estimated monthly traffic
985.4M
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Catalog imported
31 Aug 2026
30 Aug 2026
Listed strengths
- Open source tool
- Citation tracking
- Analysis of robot.txt
- Analyzes llms.txt
- Analyzes sitemap.xml
- Explores GitHub event data
- Built with Chat2Query
- Uses GH Archive
- Generates SQL queries
- Visual display of results
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
- Limited contextual understanding
- Lack of domain knowledge
- Inefficient SQL generation
- Service instability
- Restricted to GitHub data
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