Get instant insights from complex enterprise data
Defog lets you ask natural language questions about your business data and get accurate answers instantly. It works with databases, CSVs, and popular platforms to help non-technical users explore data trends without waiting for SQL experts. Your data stays completely private while the AI adapts to your preferences over time.
Enterprise data never leaves your control
Industry-leading accuracy for data queries
Works with databases, CSVs, and cloud tools
Improves responses based on your feedback
Your data is never shared with anyone, including with our AI models.
Works with any structured database including Postgres and Snowflake, plus CSV files.
SQLCoder outperforms all major models in text-to-SQL accuracy according to third-party experts.
This tool is best for:
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Defog can be integrated with these apps and services:
Recent data shows that Defog has 10.3K monthly visits (139.0% increase from the previous month), 39.0% bounce rate, and average 1.40 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 5 countries worldwide, led by United States contributing 38% of total traffic. SEO performance is shown by 5 tracked keywords, with "defog" being the top-performing keyword with 2.5K monthly searches. See below for more info.
Monthly Visits
10.3K
Pages per Visit
1.40
Bounce Rate
39.0%
Average Time on Site
7s
| SEO Keyword | Volume | CPC |
|---|---|---|
| defog | 2.5K | - |
| defog ai | 170 | - |
| the fine tuning methods adopted by defog | 130 | - |
| defog docs | 40 | - |
| run deepseek locally without gpu | 40 | - |
| Source | Traffic Share |
|---|---|
| Direct | 42% |
| Search | 40% |
| Social | 6% |
| Referrals | 11% |
| Paid Referrals | 1% |
| Country Name | Traffic Share |
|---|---|
 | 38% |
 | 29% |
 | 11% |
 | 8% |
 | 6% |
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