{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ai-cards","slug":"ai-cards","name":"AI Cards","type":"product","url":"https://designstripe.com","page_url":"https://unfragile.ai/ai-cards","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ai-cards__cap_0","uri":"capability://image.visual.ai.driven.personalized.card.layout.suggestion","name":"ai-driven personalized card layout suggestion","description":"Generates multiple design layout variations by analyzing user preferences, recipient context, and holiday theme through a generative AI model that outputs structured layout templates with positioning, color schemes, and compositional guidelines. The system likely uses prompt engineering or fine-tuned models to constrain outputs to valid design templates rather than free-form generation, ensuring layouts are actually renderable within the design canvas.","intents":["I want to quickly generate 5-10 different card layout options without manually sketching or browsing templates","I need layouts that feel personalized to my brand or relationship with the recipient, not generic defaults","I want to skip the blank-canvas paralysis and start with AI-suggested compositions I can then refine"],"best_for":["Small business owners sending bulk personalized holiday cards","Busy professionals with limited design experience","Teams needing rapid iteration on card designs for multiple recipients"],"limitations":["AI suggestions constrained to safe, templated holiday aesthetics — lacks ability to generate distinctive brand-specific or avant-garde layouts","No architectural details available on whether layouts are pre-computed templates ranked by relevance or truly generative; likely template-based limiting novelty","Customization depth unknown — may not support fine-grained control over element positioning after initial suggestion"],"requires":["Web browser with modern JavaScript support","User account (free tier available, no credit card required)","Basic description of card purpose or recipient relationship"],"input_types":["text (recipient name, relationship, occasion details)","optional: brand color preferences or style keywords"],"output_types":["structured layout template (likely JSON or proprietary format describing element positions, sizes, colors)","visual preview rendered in browser canvas"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_1","uri":"capability://text.generation.language.ai.generated.personalized.copy.and.message.suggestion","name":"ai-generated personalized copy and message suggestion","description":"Generates customized greeting text, body copy, and call-to-action messaging by conditioning a language model on recipient context (name, relationship type, shared history hints), occasion type, and tone preferences. The system likely uses prompt templates or few-shot examples to guide tone consistency and ensure copy fits within card layout constraints (character limits, line breaks).","intents":["I need to write 50+ personalized holiday messages quickly without sounding repetitive or generic","I want copy that feels authentic to my relationship with each recipient, not a mass-mailed template","I need message variations that fit the card layout without manual editing for length"],"best_for":["Bulk holiday card senders (50+ recipients) who lack copywriting skills","Small business owners personalizing client holiday greetings","Non-native English speakers who want grammatically polished, culturally appropriate messaging"],"limitations":["Generated copy tends toward safe, generic holiday sentiment — lacks distinctive voice or brand personality","No control over tone nuance; system likely offers preset tones (warm, professional, humorous) rather than custom tone guidance","Character limit constraints may force truncation or awkward phrasing if layout is narrow; no visibility into how conflicts are resolved"],"requires":["Recipient context input (name, relationship category: friend/colleague/client/family)","Optional: tone preference selection from predefined options","Card layout dimensions to constrain copy length"],"input_types":["text (recipient name, relationship type, occasion)","categorical (tone: warm/professional/humorous/heartfelt)"],"output_types":["text (greeting, body copy, closing — likely 2-4 sentences per section)","multiple variations (3-5 options per recipient for selection)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_2","uri":"capability://image.visual.ai.suggested.imagery.and.visual.asset.recommendation","name":"ai-suggested imagery and visual asset recommendation","description":"Recommends or generates visual assets (photos, illustrations, icons) by analyzing card layout, copy theme, and recipient context through a vision-language model or image retrieval system. The system likely integrates with stock photo APIs (Unsplash, Pexels, or proprietary image library) to surface relevant images, or uses a generative model (DALL-E, Stable Diffusion) to create custom illustrations matching the card aesthetic.","intents":["I need appropriate holiday imagery for my card without manually searching stock photo sites","I want images that feel personalized to the recipient or occasion, not generic holiday clipart","I need visual assets that match the suggested layout and color scheme automatically"],"best_for":["Users without photography or illustration skills","Bulk card creators who need consistent visual style across 50+ cards","Teams needing rapid asset selection without creative direction meetings"],"limitations":["Image quality and relevance depend on underlying stock photo library or generative model quality — likely limited to safe, common holiday imagery","No architectural visibility into whether images are retrieved or generated; if generated, quality may be inconsistent or require manual curation","Licensing and usage rights unclear — free tier may restrict commercial use or require attribution","No control over image style, composition, or subject matter beyond high-level theme keywords"],"requires":["Card layout and copy content (to inform image recommendations)","Optional: style preference or mood keywords","Internet connection for stock photo API or generative model access"],"input_types":["text (card theme, occasion, recipient context)","structured (layout dimensions, color palette)","optional: style keywords (modern, vintage, minimalist, festive)"],"output_types":["image URLs (if stock photo retrieval) or base64-encoded images (if generated)","multiple options (3-5 images per card for selection)","metadata (attribution, license type, dimensions)"],"categories":["image-visual","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_3","uri":"capability://automation.workflow.bulk.card.design.generation.and.batch.processing","name":"bulk card design generation and batch processing","description":"Orchestrates end-to-end card design generation for multiple recipients by chaining layout suggestion, copy generation, and imagery recommendation into a single workflow that produces a batch of ready-to-export designs. The system likely uses a task queue or async job processor to parallelize generation across recipients, with progress tracking and error handling for failed generations.","intents":["I need to generate 50+ personalized cards in one batch operation without manually triggering design for each recipient","I want to upload a recipient list (CSV/spreadsheet) and get back a folder of finished card designs","I need progress visibility and the ability to pause, resume, or modify batch jobs mid-generation"],"best_for":["Small business owners and marketing teams sending bulk holiday greetings","Event organizers personalizing invitations or thank-you cards for 50+ attendees","Non-technical users who need batch automation without coding"],"limitations":["Batch processing speed and cost model unclear — free tier may have rate limits or queue delays for large batches (100+ cards)","No visibility into error handling — unclear how system handles failed generations or invalid recipient data","Batch modification workflow unknown — may require regenerating entire batch if changes needed, rather than selective re-generation","Export format and quality options unclear from free tier; likely upsell to paid tiers for high-resolution output or bulk printing integration"],"requires":["Recipient list in structured format (CSV, Excel, or manual entry)","Recipient data fields: name, relationship type, optional: email, address, personalization details","Design preferences or template selection","User account with sufficient quota for batch size"],"input_types":["structured data (CSV/Excel with recipient list)","categorical (card template, tone, style preferences)","optional: custom copy or imagery overrides per recipient"],"output_types":["batch job ID with progress tracking","individual card designs (likely PDF or image format per card)","batch export (ZIP archive of all cards)","optional: email delivery or print-ready file format"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_4","uri":"capability://image.visual.interactive.design.canvas.with.real.time.preview.and.editing","name":"interactive design canvas with real-time preview and editing","description":"Provides a browser-based design editor where users can view AI-suggested layouts, copy, and imagery in real-time, with drag-and-drop editing, text customization, and element repositioning. The canvas likely uses a 2D rendering engine (Canvas API or WebGL) with undo/redo state management, and syncs edits back to the underlying design model for export.","intents":["I want to see how the AI suggestions look together before committing, and tweak copy or layout if needed","I need to move elements around, change colors, or swap imagery without re-generating the entire design","I want to preview how the card will look when printed or sent digitally before exporting"],"best_for":["Users who want to refine AI suggestions rather than accept them as-is","Designers using AI as a starting point for custom work","Users who need to see real-time layout impact of text or image changes"],"limitations":["Editing depth and control unknown — may be limited to text and image swapping, without fine-grained control over positioning, sizing, or typography","No indication of whether canvas supports layers, grouping, or advanced design features — likely simplified for non-designers","Performance on large designs or high-resolution canvases unclear; may have latency or rendering issues","Undo/redo depth and state persistence unknown — unclear if edits are auto-saved or lost on page refresh"],"requires":["Modern web browser with Canvas or WebGL support (Chrome, Firefox, Safari, Edge)","Sufficient screen real estate for side-by-side preview and editing panels","JavaScript enabled"],"input_types":["AI-generated design (layout, copy, imagery)","user edits (text changes, element repositioning, color adjustments, image swaps)"],"output_types":["real-time visual preview (rendered on canvas)","updated design model (JSON or proprietary format)","export-ready design file (PDF, PNG, or print-ready format)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_5","uri":"capability://data.processing.analysis.recipient.context.and.personalization.data.management","name":"recipient context and personalization data management","description":"Manages recipient profiles and personalization data (name, relationship type, shared history, preferences) that inform AI suggestions for layout, copy, and imagery. The system likely stores recipient data in a structured database with optional CRM integration or CSV import, and uses this context to condition all generative models for personalization.","intents":["I want to maintain a recipient list and reuse it across multiple card campaigns without re-entering data","I need to track which recipients I've sent cards to and avoid duplicates or outdated contact info","I want to segment recipients by relationship type or preference to apply different design themes or messaging tones"],"best_for":["Repeat holiday card senders who maintain ongoing recipient lists","Small businesses managing client or employee holiday greetings","Teams coordinating bulk personalized communications"],"limitations":["Data persistence and privacy model unclear — unclear if recipient data is stored server-side or locally, and how long it's retained","CRM integration or API access unknown — may not support importing from Salesforce, HubSpot, or other business tools","Segmentation and filtering capabilities unknown — may lack ability to group recipients by relationship type or apply conditional logic","No indication of data export or portability — unclear if users can export recipient lists or migrate to other tools"],"requires":["User account with data storage quota","Recipient data in structured format (CSV, manual entry, or API import)","Recipient fields: name, email (optional), relationship type, optional: address, preferences, shared history"],"input_types":["structured data (CSV/Excel with recipient list)","manual entry (web form for individual recipients)","optional: API import from CRM or contact management system"],"output_types":["recipient database (queryable by name, relationship, or custom filters)","recipient segments or groups (for batch processing or conditional design rules)","export (CSV or other format for backup or migration)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-cards__cap_6","uri":"capability://automation.workflow.export.and.output.format.selection.with.quality.options","name":"export and output format selection with quality options","description":"Provides multiple export formats and quality options for finished card designs, including digital formats (PDF, PNG, JPEG) and print-ready formats (high-resolution CMYK, bleed marks, crop guides). The system likely uses a rendering pipeline to convert the design canvas to various output formats with configurable resolution, color space, and print specifications.","intents":["I need to export my card as a PDF to email to recipients or print at home","I want high-resolution output suitable for professional printing at a print shop","I need print-ready files with bleed marks and crop guides for bulk printing"],"best_for":["Users printing cards at home or local print shops","Businesses sending bulk printed holiday cards","Users who need both digital (email) and print versions of the same design"],"limitations":["Export options and quality tiers unclear from free tier — likely upsell to paid tiers for high-resolution or print-ready output","Print shop integration unknown — unclear if system supports direct integration with printing services or requires manual upload","Color accuracy and CMYK conversion unknown — may not support professional color management or ICC profiles","Batch export workflow unclear — may require exporting cards individually rather than as a batch ZIP"],"requires":["Finished card design in the editor","Selection of export format and quality tier","Optional: print specifications (paper size, orientation, bleed settings)"],"input_types":["design canvas (layout, copy, imagery, colors)","categorical (export format: PDF/PNG/JPEG, quality: standard/high-resolution, color space: RGB/CMYK)"],"output_types":["digital files (PDF, PNG, JPEG at selected resolution)","print-ready files (high-resolution CMYK with bleed marks and crop guides)","batch export (ZIP archive of multiple cards in selected format)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support","User account (free tier available, no credit card required)","Basic description of card purpose or recipient relationship","Recipient context input (name, relationship category: friend/colleague/client/family)","Optional: tone preference selection from predefined options","Card layout dimensions to constrain copy length","Card layout and copy content (to inform image recommendations)","Optional: style preference or mood keywords","Internet connection for stock photo API or generative model access","Recipient list in structured format (CSV, Excel, or manual entry)"],"failure_modes":["AI suggestions constrained to safe, templated holiday aesthetics — lacks ability to generate distinctive brand-specific or avant-garde layouts","No architectural details available on whether layouts are pre-computed templates ranked by relevance or truly generative; likely template-based limiting novelty","Customization depth unknown — may not support fine-grained control over element positioning after initial suggestion","Generated copy tends toward safe, generic holiday sentiment — lacks distinctive voice or brand personality","No control over tone nuance; system likely offers preset tones (warm, professional, humorous) rather than custom tone guidance","Character limit constraints may force truncation or awkward phrasing if layout is narrow; no visibility into how conflicts are resolved","Image quality and relevance depend on underlying stock photo library or generative model quality — likely limited to safe, common holiday imagery","No architectural visibility into whether images are retrieved or generated; if generated, quality may be inconsistent or require manual curation","Licensing and usage rights unclear — free tier may restrict commercial use or require attribution","No control over image style, composition, or subject matter beyond high-level theme keywords","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:29.132Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=ai-cards","compare_url":"https://unfragile.ai/compare?artifact=ai-cards"}},"signature":"TGHv2cG+GA63lDljQg1GXhGsC7Jjs/DbipQq9mMxomF+96WrJLWBLbGm4ezpNqlp93iZxGIY5kw0XzopSpDlAA==","signedAt":"2026-06-20T15:00:30.450Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ai-cards","artifact":"https://unfragile.ai/ai-cards","verify":"https://unfragile.ai/api/v1/verify?slug=ai-cards","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"}}