GeoLens

GeoLibre is a free, open-source, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It supports GeoParquet, GeoPackage, and shapefile layers, with live styling, attribute tables, saved projects, plugins, and an optional Python package for use in Jupyter notebooks. The same workspace runs in web browsers, native desktop apps, mobile apps, and Jupyter notebooks while keeping data local. Its browser-based geoprocessing tools run through WebAssembly without a server or data leaving the machine. The project is built with Tauri v2, React, TypeScript, MapLibre GL JS, DuckDB-WASM Spatial, and deck.gl, and also provides R and Python packages plus installers and mobile distribution.

PostGIS is an extension for PostgreSQL that adds storage, indexing, and querying of geospatial data. It supports spatial data such as points, lines, polygons, multi-geometries, and raster data in 2D and 3D, with spatial indexes for location-based retrieval and functions for measuring distances and areas, intersecting and buffering geometries, geocoding and reverse geocoding, and processing or converting geometries. It can be used with tools including QGIS, GeoServer, MapServer, ArcGIS, and Tableau.

GeoLook is an open-source, self-hosted platform for end-to-end Generative Engine Optimization (GEO), focused on whether AI engines mention and cite a brand. Its workflow runs from status analysis through diagnosis, strategy, implementation tickets, execution, and verification. The platform samples answers from multiple AI engines and measures mention rate, rank, citation share, competitor visibility, and citation sources. It classifies question-level problems such as absence, low ranking, competitor dominance, and suspected negative mentions; stores browsable sample metadata; and allows human corrections to parser results that recompute metrics and persist across resampling. It can expand question banks using Baidu suggestions and Google autocomplete, with candidates requiring manual review. GeoLook audits sites through an Access → Orientation → Understanding → Quotability dependency chain, covering crawler access, extraction blocks, citation-channel gaps, and brand-fact or messaging inconsistencies. It also performs checks such as robots and WAF/CDN behavior, noindex headers, llms.txt links, hreflang, sitemaps, duplicate content, and passage-level quotability. The action stage produces structured implementation tickets with rationale, ownership, effort, timing, acceptance criteria, risk grades, progress tracking, and regression-based reopening; it also provides content planning, deployable llms.txt and JSON-LD assets, and client-facing reports and execution plans. Subsequent sampling rounds compare results before and after implementation.

GeoDirectory is a WordPress plugin developed by AyeCode that enables creation of scalable, location-based business directories and listings. It provides geolocation search, map integration, listing management and monetization add-ons; the core plugin is available on WordPress.org and premium extensions are offered via the project website.

OpenStreetMap is a collaboratively created map of the world. It is available for use under an open license and can supply map data for website tools such as GeoDirectory. The service is operated through OpenStreetMap infrastructure and supported by the OpenStreetMap Foundation and partners.