Data month 2026-08
Defog
defog.ai
Defog

Defog

Programming
AI Database / Text-to-SQL
Defogdefog.aiA platform using fine-tuned LLMs for enterprise data analysis.
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According to AlphaMoat, in 2026-08 Defog (defog.ai) received 4,351 monthly visits (-45.3% MoM) — ranked #12,714 of 17,407 AI websites with traffic data, and #1,330 of 1,768 in Programming; its largest market is India (100.0% of visits).

Monthly Visits · 2026-08
4.4K-45.3%
Overall Rank (17,407)
#12,714
Programming Rank (1,768)
#1,330
Top Market
India100.0%

What is Defog

Product Overview

Defog deploys fine-tuned large language models on enterprise data, using an AI data analyst to deliver fast answers to data questions.

Key Features4 items
  • 01Query data in natural language
  • 02upload CSV or connect a database
  • 03drill down with follow-up questions
  • 04generate data-analysis insights
Business Model

$5000 per month.

12-Month Traffic Trend

Hover for monthly values
Latest 4.4KMoM-45.3%YoY-58.1%
-4.6K9.2K13.8K25-0925-1025-1226-0226-0426-0626-08
2025-09
5.8K
-43.9%
2025-10
6.5K
+11.2%
2025-11
12.8K
+97.1%
2025-12
4.7K
-63.5%
2026-01
5.0K
+7.4%
2026-02
4.2K
-15.2%
2026-03
4.6K
+9.4%
2026-04
2.7K
-42.5%
2026-05
4.5K
+67.3%
2026-06
7.5K
+67.8%
2026-07
8.0K
+6.2%
2026-08
4.4K
-45.3%

Visits by Country · Top 5

2026-08 · Share of total visits
India
4,351100.0%

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Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.