{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_maps-gpt","slug":"maps-gpt","name":"Maps GPT","type":"product","url":"https://www.mapsgpt.com","page_url":"https://unfragile.ai/maps-gpt","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_maps-gpt__cap_0","uri":"capability://text.generation.language.natural.language.to.map.generation","name":"natural-language-to-map-generation","description":"Converts natural language prompts into fully-rendered map visualizations by parsing user intent through an LLM layer that translates descriptive queries into cartographic specifications (layers, styling, data sources, zoom levels). The system likely chains prompt interpretation → geographic data retrieval → map rendering via a web-based mapping engine (Mapbox, Leaflet, or similar), enabling users to describe maps conversationally rather than through traditional GIS interfaces.","intents":["I want to create a map showing sales regions without learning GIS software","Generate a map visualization from a text description for a presentation slide","Quickly prototype a map concept before investing in professional cartography"],"best_for":["non-technical marketers and business users","educators creating instructional materials","product managers prototyping location-based features"],"limitations":["LLM interpretation of geographic intent may fail for complex or ambiguous prompts","Limited to predefined map styles and layer types supported by the underlying rendering engine","No support for custom cartographic rules or specialized domain-specific map types"],"requires":["Web browser with modern JavaScript support","Internet connection for LLM API calls and tile data retrieval"],"input_types":["natural language text prompts"],"output_types":["interactive web-based map","static map image (likely PNG/SVG on paid tiers)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_1","uri":"capability://image.visual.interactive.map.editing.and.refinement","name":"interactive-map-editing-and-refinement","description":"Provides a post-generation editing interface allowing users to modify map styling, layer visibility, data sources, and visual properties without regenerating from scratch. The editor likely exposes controls for color schemes, label placement, zoom levels, and layer ordering through a UI layer that directly manipulates the underlying map configuration object, enabling iterative refinement of AI-generated outputs.","intents":["Adjust colors and styling of an AI-generated map to match brand guidelines","Toggle data layers on/off to focus on specific geographic information","Fine-tune map boundaries, zoom level, and center point for a specific region"],"best_for":["users who need minor customizations to AI-generated maps","teams collaborating on map designs with non-technical stakeholders"],"limitations":["Editing interface likely limited to preset styling options; no custom CSS or advanced cartographic control","Changes may not persist across regenerations if the underlying data source updates","No version control or undo/redo history mentioned, limiting iterative workflows"],"requires":["Web browser with DOM manipulation and canvas rendering support","Generated map artifact from the natural-language-to-map-generation capability"],"input_types":["interactive UI controls (sliders, color pickers, toggles)","existing map configuration"],"output_types":["modified map configuration","updated interactive map visualization"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_2","uri":"capability://search.retrieval.intuitive.geographic.search.and.data.discovery","name":"intuitive-geographic-search-and-data-discovery","description":"Implements a search interface that allows users to query for geographic locations, datasets, or map templates using natural language or autocomplete-driven location lookup. The system likely integrates with geocoding APIs (Google Maps, Nominatim) and a curated dataset index to surface relevant geographic entities and pre-built map templates, reducing friction in the map creation workflow.","intents":["Search for a specific city or region to center a map on","Discover available datasets or map templates related to a topic","Find geographic boundaries (states, counties, districts) without manual specification"],"best_for":["users unfamiliar with geographic naming conventions or administrative boundaries","rapid prototyping workflows where discovery speed matters"],"limitations":["Search results limited to indexed datasets; custom or proprietary geographic data cannot be discovered","Geocoding accuracy depends on underlying API quality; ambiguous location names may return incorrect results","No advanced spatial query support (e.g., 'find all cities within 50km of a point')"],"requires":["Internet connection for geocoding API calls","Populated dataset index on Maps GPT backend"],"input_types":["text search queries","location names or coordinates"],"output_types":["list of matching geographic entities","map templates or dataset suggestions","geocoded coordinates"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_3","uri":"capability://automation.workflow.multi.format.map.export.and.publishing","name":"multi-format-map-export-and-publishing","description":"Enables export of generated maps to multiple output formats (PNG, SVG, PDF, interactive HTML embed) and publishing destinations (web, presentations, documents). The system likely uses a headless rendering engine or server-side rasterization to convert the web-based map into static formats while preserving styling and data layers, with optional embedding code for integration into external platforms.","intents":["Export a map as a high-resolution PNG for inclusion in a PowerPoint presentation","Generate an embeddable HTML snippet to add an interactive map to a website","Create a PDF report with multiple maps for distribution to stakeholders"],"best_for":["marketing and communications teams creating presentations","web developers embedding maps in applications","business analysts distributing geographic reports"],"limitations":["Free tier likely restricts export resolution, file size, or format options","Rasterized exports (PNG, PDF) lose interactivity; users cannot zoom or pan in static formats","Batch export of multiple maps may not be supported, requiring manual per-map export","Export quality and rendering fidelity depend on the underlying headless browser or rendering engine"],"requires":["Generated map artifact","Sufficient API quota or paid subscription for high-resolution exports"],"input_types":["map configuration object","export format specification","destination platform (web, document, presentation)"],"output_types":["PNG image file","SVG vector file","PDF document","HTML embed code","interactive web link"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_4","uri":"capability://data.processing.analysis.data.layer.integration.and.visualization","name":"data-layer-integration-and-visualization","description":"Supports integration of external datasets (CSV, GeoJSON, shapefiles) into map visualizations, with automatic spatial data parsing and layer rendering. The system likely detects geographic columns (latitude/longitude, addresses, region names) in uploaded data and automatically creates map layers with appropriate styling, enabling users to visualize custom datasets without manual geocoding or layer configuration.","intents":["Upload a CSV with store locations and automatically plot them on a map","Visualize GeoJSON data representing administrative boundaries or custom regions","Create a choropleth map from regional statistics without manual data transformation"],"best_for":["analysts and researchers with custom geographic datasets","business users wanting to visualize location-based metrics"],"limitations":["Automatic geocoding of addresses may fail for non-standard formats or international locations","Limited support for complex spatial data types (multipolygons, nested features); simple point and polygon layers only","No data validation or cleaning; malformed geographic data may silently fail or produce incorrect visualizations","File size limits on free tier restrict the volume of data that can be visualized","No support for real-time data streaming or dynamic layer updates"],"requires":["Structured data file (CSV, GeoJSON, or shapefile)","Geographic identifiers in the data (coordinates, addresses, or region names)","Internet connection for geocoding API calls (if address-based)"],"input_types":["CSV file with geographic columns","GeoJSON FeatureCollection","Shapefile archive","spreadsheet with location data"],"output_types":["map layer with data points or regions","styled visualization with color coding or size encoding","interactive legend and data tooltips"],"categories":["data-processing-analysis","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_5","uri":"capability://automation.workflow.map.template.library.and.presets","name":"map-template-library-and-presets","description":"Provides a curated library of pre-designed map templates and styling presets that users can select as starting points for new maps. Templates likely include common use cases (regional sales maps, demographic distributions, route planning) with pre-configured layers, color schemes, and data sources, reducing the time to create polished maps from scratch.","intents":["Start with a pre-designed template for a regional sales map instead of building from scratch","Apply a professional color scheme preset to match organizational branding","Use a template as a starting point and customize it for a specific use case"],"best_for":["users with limited cartographic experience","teams needing consistent map styling across projects"],"limitations":["Template library likely limited in scope; specialized or niche map types may not be available","Templates may not align with all organizational branding or design requirements","Customizing templates beyond preset options may require manual editing or regeneration"],"requires":["Access to the Maps GPT template library"],"input_types":["template selection from library","optional data to populate template"],"output_types":["pre-configured map with template styling","editable map artifact ready for customization"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_6","uri":"capability://automation.workflow.collaborative.map.sharing.and.embedding","name":"collaborative-map-sharing-and-embedding","description":"Enables sharing of generated maps via shareable links, embedding code, or collaborative editing URLs. The system likely generates unique URLs for each map artifact with optional access controls, and provides embed code for integration into websites or documents, facilitating team collaboration and public distribution without requiring recipients to have Maps GPT accounts.","intents":["Share a map with stakeholders via a link without requiring them to create an account","Embed an interactive map in a website or blog post","Collaborate with team members on map edits in real-time or asynchronously"],"best_for":["teams collaborating on map projects","content creators embedding maps in web properties","organizations distributing maps to external stakeholders"],"limitations":["Shared maps may have limited editing permissions; full collaboration features likely restricted to paid tiers","No version control or change history for collaborative edits","Embed code may be limited to specific platforms (WordPress, Webflow) or require manual HTML integration","Access controls may be basic (public/private) without granular permission management"],"requires":["Generated map artifact","Internet connection for sharing and embedding"],"input_types":["map configuration","sharing preferences (public/private, edit permissions)"],"output_types":["shareable URL","embed code (HTML/JavaScript)","collaborative editing link"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_maps-gpt__cap_7","uri":"capability://planning.reasoning.ai.driven.map.style.and.layout.optimization","name":"ai-driven-map-style-and-layout-optimization","description":"Automatically optimizes map styling, color schemes, and layout based on the data being visualized and the intended use case. The system likely analyzes data characteristics (density, range, distribution) and applies cartographic best practices (color contrast, label placement, layer ordering) through an LLM or rule-based engine to produce visually coherent and accessible maps without manual intervention.","intents":["Generate a map with automatically optimized colors that are colorblind-friendly","Let the system choose appropriate styling based on the type of data being visualized","Ensure map labels and layers are arranged for maximum readability"],"best_for":["users without cartographic expertise","rapid prototyping workflows where design decisions need to be automated"],"limitations":["Automated styling may not align with specific organizational branding or design preferences","Optimization rules may not account for domain-specific cartographic conventions","Users have limited control over styling choices; overriding automated decisions may require manual editing"],"requires":["Data to be visualized","Map use case or context for optimization"],"input_types":["dataset characteristics","map use case or context"],"output_types":["optimized map styling configuration","color scheme recommendations","layout and label placement suggestions"],"categories":["planning-reasoning","image-visual"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support","Internet connection for LLM API calls and tile data retrieval","Web browser with DOM manipulation and canvas rendering support","Generated map artifact from the natural-language-to-map-generation capability","Internet connection for geocoding API calls","Populated dataset index on Maps GPT backend","Generated map artifact","Sufficient API quota or paid subscription for high-resolution exports","Structured data file (CSV, GeoJSON, or shapefile)","Geographic identifiers in the data (coordinates, addresses, or region names)"],"failure_modes":["LLM interpretation of geographic intent may fail for complex or ambiguous prompts","Limited to predefined map styles and layer types supported by the underlying rendering engine","No support for custom cartographic rules or specialized domain-specific map types","Editing interface likely limited to preset styling options; no custom CSS or advanced cartographic control","Changes may not persist across regenerations if the underlying data source updates","No version control or undo/redo history mentioned, limiting iterative workflows","Search results limited to indexed datasets; custom or proprietary geographic data cannot be discovered","Geocoding accuracy depends on underlying API quality; ambiguous location names may return incorrect results","No advanced spatial query support (e.g., 'find all cities within 50km of a point')","Free tier likely restricts export resolution, file size, or format options","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.857Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=maps-gpt","compare_url":"https://unfragile.ai/compare?artifact=maps-gpt"}},"signature":"CJTBgHCCjcveQgevpLNNH7hyDcjyuMNoYg9JgpM+ZwLpsx2YNQgV7oiwmLYLu2Xp29B4UgzxHpLF5Ek+BiPjCg==","signedAt":"2026-06-22T03:53:31.212Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/maps-gpt","artifact":"https://unfragile.ai/maps-gpt","verify":"https://unfragile.ai/api/v1/verify?slug=maps-gpt","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}