Geospatial Solutions

Semantic Review Intelligence

AI-powered competitive analysis from customer reviews

Upload Reviews for Analysis

Upload or paste customer reviews to analyze sentiment, extract themes, and identify sales opportunities.

Paste reviews in CSV format or one per line. Each review should include provider name, author, rating, and text.

Format Guide

CSV Format (Recommended):

"Provider Name","Author","Rating","Review Text"

Pipe-Separated Format:

Provider | Author | Rating | Review Text

Simple Format:

One review per line (will use default provider/author)

Sentiment Analysis

AI-powered sentiment scoring reveals how customers feel about each provider

Theme Extraction

Automatically identify key topics and themes from thousands of reviews

Market Mapping

Visualize competitive positioning based on customer feedback patterns

Explore More of Our Demos

This is just one of many interactive demos we've built. See our full collection of mapping, AI, and geospatial tools.

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Technologies We Work With

Leveraging cutting-edge technologies and industry-leading tools to deliver exceptional geospatial solutions and data analytics services.

QGIS

GIS Software

ESRI ArcGIS

GIS Platform

PostgreSQL

Database

PostGIS

Spatial Database

AWS

Cloud Platform

Google Cloud

Cloud Platform

DuckDB

Analytics Database

OpenAI

AI Platform

Claude AI

AI Assistant

CVAT

Annotation Tool

Python

Programming

React

Frontend

Node.js

Backend

Docker

Containerization

Kubernetes

Orchestration

Azure

Cloud Platform

TensorFlow

Machine Learning

Pandas

Data Analysis

NumPy

Scientific Computing

Jupyter

Data Science

Git

Version Control

Linux

Operating System

Ubuntu

Operating System

Mapbox

Mapping Platform

Leaflet

Web Mapping

Fastapi

API Framework

GeoPandas

Geospatial Analysis

GDAL

Geospatial Library