geoinfer-image-geolocationAI image geolocation via visual analysis — no GPS or EXIF needed. Requires GEOINFER_API_KEY.
Install via ClawdBot CLI:
clawdbot install samtin0x/geoinfer-image-geolocationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.geoinfer.com/v1/prediction/predict?model_id=${MODEL_ID}&top_n=${TOP_Calls external URL not in known-safe list
https://app.geoinfer.com/en/apiAI Analysis
The skill's external API calls (api.geoinfer.com) are directly aligned with its documented purpose of AI image geolocation, and the required API key suggests a legitimate commercial service. However, it sends image data to an external, user-provided endpoint which is a standard operational requirement but constitutes a data transfer that should be transparently disclosed.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
Journalists can use GeoInfer to verify the location of user-submitted photos or videos in conflict zones or during breaking news events, ensuring accurate reporting without relying on potentially falsified metadata. It helps cross-check visual evidence against claimed locations, enhancing credibility and fact-checking workflows.
Law enforcement and cybersecurity teams can analyze images from criminal investigations or cyber incidents to determine geographic origins, aiding in tracking suspects or understanding attack vectors. This visual analysis complements traditional methods like IP tracing, providing an additional layer of evidence without GPS data.
Open-source intelligence analysts can geolocate images from social media or public sources to map activities, movements, or infrastructure in areas of interest. This supports threat assessment, situational awareness, and intelligence gathering for government or corporate security operations.
Real estate platforms or property managers can use GeoInfer to confirm the location of property photos, ensuring listings are accurate and not misrepresented. This helps prevent fraud and builds trust with buyers or renters by validating visual claims against geographic data.
Travel companies or researchers can analyze user-generated photos to identify popular destinations or track tourism trends based on visual cues like landmarks and landscapes. This aids in marketing strategies, destination management, and understanding visitor behavior without requiring GPS-enabled devices.
Offer GeoInfer's geolocation capabilities via a paid API, charging per prediction based on model type (e.g., Global, Car, Property). This model targets developers and enterprises needing scalable, on-demand image analysis for integration into their own applications or workflows.
Provide a subscription-based web platform where users upload images for geolocation analysis, with features like batch processing, detailed reports, and team collaboration. This caters to professionals in journalism, security, or research who require regular access without managing API keys directly.
License GeoInfer's technology to other companies for embedding into their products, such as security software, social media platforms, or mapping services. This model generates revenue through licensing fees and ongoing support, leveraging the skill's AI capabilities for broader market reach.
💬 Integration Tip
Set the GEOINFER_API_KEY environment variable securely and test with the models.sh script to choose the right model before running predictions, ensuring efficient credit usage.
Scored Jun 19, 2026
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