{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_phototag-ai","slug":"phototag-ai","name":"PhotoTag.ai","type":"product","url":"https://www.phototag.ai","page_url":"https://unfragile.ai/phototag-ai","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_phototag-ai__cap_0","uri":"capability://photo.editing.automated.image.object.and.scene.detection","name":"automated image object and scene detection","description":"Analyzes uploaded images using computer vision to automatically identify and extract objects, scenes, and visual elements present in the photo. Generates a list of detected tags based on what the AI recognizes in the image.","intents":["I want to quickly tag my photos without manually describing each one","I need to identify what objects and scenes are in my image library","I want to make my photos searchable by their visual content"],"best_for":["content creators","social media managers","photographers with large archives"],"limitations":["struggles with abstract concepts","poor accuracy for artistic intent","cannot understand brand-specific context","limited nuance in categorization"],"requires":["digital image files","internet connection","image upload capability"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["text tags","metadata labels"],"categories":["photo-editing","computer-vision","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_1","uri":"capability://photo.editing.batch.image.tagging.and.processing","name":"batch image tagging and processing","description":"Processes multiple images simultaneously rather than one at a time, applying automated tagging across entire photo libraries or folders in a single operation. Enables efficient organization of thousands of assets without manual per-image handling.","intents":["I need to tag hundreds or thousands of photos at once","I want to organize my entire photo library in one workflow","I need to process large batches faster than manual tagging would allow"],"best_for":["marketing teams with large asset libraries","content creators managing archives","social media managers"],"limitations":["accuracy may vary across batch","no per-image quality control during batch processing","pricing scales with volume"],"requires":["multiple image files","sufficient storage quota","batch upload capability"],"input_types":["image/jpeg","image/png","image/webp","folder uploads"],"output_types":["bulk metadata","tagged image library","searchable asset database"],"categories":["photo-editing","automation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_2","uri":"capability://photo.editing.ai.generated.metadata.and.keyword.extraction","name":"ai-generated metadata and keyword extraction","description":"Automatically generates descriptive metadata, keywords, and searchable terms for images based on visual content analysis. Creates structured metadata that makes images discoverable through search and filtering.","intents":["I want my photos to be searchable by relevant keywords","I need to add metadata to images for organization","I want to improve discoverability of my photo assets"],"best_for":["content marketers","social media managers","digital asset managers"],"limitations":["generic keywords may not match brand terminology","cannot understand marketing context","limited customization of keyword generation"],"requires":["image files","metadata storage capability"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["keyword lists","metadata tags","searchable text fields"],"categories":["photo-editing","seo","content-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_3","uri":"capability://photo.editing.photo.library.organization.and.categorization","name":"photo library organization and categorization","description":"Automatically sorts and categorizes images into logical groups based on detected visual content, enabling users to browse and navigate their photo library by category rather than filename or date.","intents":["I want to organize my chaotic photo folder into categories","I need to find photos by type or content rather than searching","I want to structure my library for easier browsing"],"best_for":["photographers","content creators","social media managers"],"limitations":["categories are generic and not customizable","may misclassify images with mixed content","no hierarchical folder structure support"],"requires":["image collection","cloud storage or local upload"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["categorized library view","organized asset structure"],"categories":["photo-editing","productivity","organization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_4","uri":"capability://cloud.storage.cloud.based.photo.library.storage.and.access","name":"cloud-based photo library storage and access","description":"Provides cloud storage infrastructure for uploading, storing, and accessing photo libraries from anywhere. Enables users to upload images and access their tagged, organized library across devices.","intents":["I want to store my photos in the cloud safely","I need to access my photo library from multiple devices","I want a centralized location for all my digital assets"],"best_for":["remote teams","content creators","photographers"],"limitations":["limited integration with professional DAM platforms","storage quotas vary by plan","basic cloud storage features only"],"requires":["internet connection","user account","storage quota"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["cloud-stored images","accessible library"],"categories":["cloud-storage","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_5","uri":"capability://search.search.and.filter.tagged.images","name":"search and filter tagged images","description":"Enables users to search their photo library using AI-generated tags and keywords, with filtering capabilities to narrow results by detected objects, scenes, or other metadata attributes.","intents":["I want to find specific photos by searching for what's in them","I need to filter my library by object type or scene","I want to quickly locate assets matching certain criteria"],"best_for":["content marketers","social media managers","photographers"],"limitations":["search accuracy depends on tagging accuracy","limited advanced search operators","no natural language search"],"requires":["tagged image library","search interface"],"input_types":["text search queries","filter selections"],"output_types":["filtered image results","search result sets"],"categories":["search","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_6","uri":"capability://pricing.freemium.tier.image.tagging.with.usage.limits","name":"freemium tier image tagging with usage limits","description":"Provides free access to core tagging capabilities with limited monthly image processing quota (typically 100-500 images), allowing users to test the service on real photos before committing to paid plans.","intents":["I want to try the service before paying","I need to tag a small number of photos without cost","I want to evaluate if this tool works for my use case"],"best_for":["individual creators","small teams","budget-conscious users"],"limitations":["limited monthly quota","may lack advanced features","quota resets monthly"],"requires":["free account creation"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["tagged images","metadata"],"categories":["pricing","freemium"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_phototag-ai__cap_7","uri":"capability://photo.editing.manual.tag.refinement.and.editing","name":"manual tag refinement and editing","description":"Allows users to manually review, edit, and refine AI-generated tags to correct inaccuracies or add brand-specific, contextual metadata that the AI may have missed. Enables hybrid human-AI tagging workflow.","intents":["I need to fix incorrect tags that the AI generated","I want to add brand-specific keywords the AI doesn't understand","I need to ensure tagging accuracy for important assets"],"best_for":["marketing teams","brand-conscious creators","quality-focused users"],"limitations":["manual editing reduces time savings benefit","no bulk edit capabilities mentioned","requires user effort"],"requires":["tagged images","edit interface"],"input_types":["existing AI tags","manual text input"],"output_types":["refined metadata","corrected tags"],"categories":["photo-editing","quality-assurance"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["digital image files","internet connection","image upload capability","multiple image files","sufficient storage quota","batch upload capability","image files","metadata storage capability","image collection","cloud storage or local upload"],"failure_modes":["struggles with abstract concepts","poor accuracy for artistic intent","cannot understand brand-specific context","limited nuance in categorization","accuracy may vary across batch","no per-image quality control during batch processing","pricing scales with volume","generic keywords may not match brand terminology","cannot understand marketing context","limited customization of keyword generation","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.25,"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":"2026-05-24T12:16:32.437Z","last_scraped_at":"2026-04-05T13:23:42.544Z","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=phototag-ai","compare_url":"https://unfragile.ai/compare?artifact=phototag-ai"}},"signature":"qo/IL/05E0Ix5V0y8StJSohlwaDwskQuLi/1rCDAKz2fWxQkY7xoRbvxDvleNfaCyGDk1poCAA419Xi9kZGmAw==","signedAt":"2026-06-20T20:24:37.031Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/phototag-ai","artifact":"https://unfragile.ai/phototag-ai","verify":"https://unfragile.ai/api/v1/verify?slug=phototag-ai","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"}}