AI app categories

Data & Analytics

Turn messy data into a clear answer.

751 tools · updated Sep 1, 2026

Data tools promise the same thing in different shapes: ask a question in plain language, get a chart you can trust. This category covers BI and dashboards, natural-language SQL, data cleaning and enrichment, and automated reporting. The difference between them is governance — whether the tool knows your schema and your definitions, or guesses.

Data & Analytics apps

750 reviewed tools

Narrative BI

Transforms raw data into actionable insights using AI

Kaggle

Empowers ML projects with datasets, notebooks, and competitions

Mida

Runs lightweight A/B tests on websites with no-code tools

Databar.ai

Collect and enrich data from multiple sources using a no-code spreadsheet interface

Usermaven

Tracks user behavior for actionable insights with privacy-first analytics

PictureThis

Identifies plants from photos, offering care tips and species info

PlantNet

Identifies plants from photos, contributing to biodiversity research

MOSTLY AI

Generates privacy-safe synthetic data for AI and testing

Shortimize

Tracks and analyzes short-form video content across TikTok, Reels, and YouTube Shorts

ThetaWave

Converts audio, text, and videos into structured study notes

Detect.ai

Identifies AI-generated text with high accuracy across multiple languages

NOGPT

Detects AI-generated text to ensure content authenticity

Opinly.ai

Tracks competitor performance with AI-driven insights for strategic decisions

Activeloop

Manages and queries multimodal AI data with a serverless vector database

Hopsworks

Streamlines AI development with a scalable feature store and MLOps platform

Sensity

Detects deepfakes in videos, images, and audio with advanced AI technology

Mage AI

Streamlines data pipeline creation, automation, and orchestration with AI-driven tools

OneClickHuman

Converts AI-generated text into human-like content with perfect grammar and high readability

Sonoteller

Analyzes songs to provide detailed insights into lyrics, genres, moods, and musical attributes

uPass

Transforms AI-generated text into undetectable, human-like content for academic use