{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_my-real-estate-brochure","slug":"my-real-estate-brochure","name":"My Real Estate Brochure","type":"product","url":"https://myrealestatelisting.app","page_url":"https://unfragile.ai/my-real-estate-brochure","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_my-real-estate-brochure__cap_0","uri":"capability://image.visual.ai.generated.property.mood.board.visualization","name":"ai-generated property mood board visualization","description":"Generates stylized, AI-created imagery representing property aesthetics and ambiance by accepting property descriptions, architectural style preferences, and design themes as text prompts, then routing them to an underlying image generation model (likely Stable Diffusion, DALL-E, or Midjourney API) to produce unique visual assets. The system abstracts away direct model interaction, providing a real estate-specific prompt engineering layer that translates agent intent into optimized image generation queries.","intents":["I want to create mood board visualizations for a listing that show the property's potential aesthetic without relying on actual photography","I need to generate supplementary marketing imagery that complements MLS photos and helps buyers envision the property's design possibilities","I want to quickly produce multiple style variations (modern, rustic, minimalist) of the same property to appeal to different buyer personas"],"best_for":["Real estate agents creating supplementary marketing collateral for listings","Brokers managing high-volume property portfolios who need rapid asset generation","Teams using AI-generated imagery as mood boards or design inspiration, not as primary property documentation"],"limitations":["AI-generated imagery may hallucinate architectural details, room layouts, or property features that don't exist in the actual property, creating legal/liability exposure if used as primary marketing material","Output quality and visual consistency depend entirely on prompt quality and the underlying model's training data; results are unpredictable for specialized property types (historic homes, commercial spaces, unusual layouts)","No control over generated image authenticity—images may appear photorealistic but represent fictional interpretations of the property","Batch generation of multiple style variations requires multiple API calls, increasing latency and cost per property"],"requires":["Active internet connection for API calls to image generation service","API credentials or account with underlying image generation provider (Stable Diffusion, DALL-E, Midjourney, or proprietary model)","Property description or architectural details provided as text input","Modern web browser supporting image upload/download workflows"],"input_types":["text (property description, style preferences, design themes, room types)","optional: reference images or mood board links for style guidance"],"output_types":["image (PNG or JPEG, typically 1024x1024 or 1024x768 resolution)","multiple image variations per property (if batch generation supported)"],"categories":["image-visual","real-estate-marketing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_my-real-estate-brochure__cap_1","uri":"capability://image.visual.brochure.layout.and.template.composition","name":"brochure layout and template composition","description":"Assembles generated images, property metadata (address, price, features), and marketing copy into a pre-designed brochure layout by accepting property details and generated imagery, then applying template-based composition logic to position elements (images, text blocks, headers, footers) into a cohesive PDF or digital document. The system likely uses a template engine (Handlebars, Jinja2, or similar) combined with a PDF generation library (wkhtmltopdf, Puppeteer, or similar) to render the final brochure.","intents":["I want to automatically format property details and AI-generated images into a professional-looking brochure without manual design work","I need to generate multiple brochure variations (one-page, multi-page, digital vs. print) from the same property data","I want to maintain brand consistency across all my listings by applying a standardized brochure template"],"best_for":["Real estate agents and brokers creating branded marketing collateral at scale","Teams managing 10+ listings simultaneously who need rapid brochure generation","Brokerages with standardized brand guidelines that need consistent template application"],"limitations":["Template flexibility is constrained by pre-built layouts; custom designs require backend modifications or template library expansion","PDF rendering quality depends on the underlying rendering engine; complex layouts may have inconsistent output across browsers/devices","No built-in A/B testing or dynamic layout selection based on property type or market segment","Brochure generation latency increases with image count and PDF page complexity; batch generation of 50+ brochures may require queuing"],"requires":["Property metadata (address, price, beds/baths, square footage, features, description)","Generated or uploaded images (minimum 1, typically 3-5 per brochure)","Selected brochure template (from available library)","Optional: brand assets (logo, color scheme, fonts) for customization"],"input_types":["structured data (property JSON or form submission with address, price, features)","image (PNG/JPEG from AI generation or user upload)","text (property description, marketing copy, agent contact info)"],"output_types":["PDF (for print or digital distribution)","optional: HTML (for web embedding or email)","optional: image (PNG/JPEG preview of brochure)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_my-real-estate-brochure__cap_2","uri":"capability://text.generation.language.property.to.prompt.translation.with.style.customization","name":"property-to-prompt translation with style customization","description":"Translates unstructured property descriptions and agent-provided details into optimized image generation prompts by parsing property type, architectural style, room types, and design preferences, then applying style-specific prompt templates (modern, rustic, luxury, minimalist, etc.) to generate contextually appropriate image generation queries. This capability abstracts prompt engineering complexity, allowing non-technical agents to specify style preferences via dropdown or text input rather than writing raw prompts.","intents":["I want to generate mood board images without learning prompt engineering—just tell the system the property style and it creates appropriate prompts","I need to quickly generate multiple style variations (modern vs. rustic) of the same property to test which resonates with different buyer segments","I want the system to automatically optimize prompts based on property type (residential, commercial, luxury) to improve image quality and relevance"],"best_for":["Non-technical real estate agents who lack prompt engineering expertise","Teams needing rapid style variation generation for A/B testing marketing materials","Brokerages standardizing prompt quality across multiple agents to ensure consistent output"],"limitations":["Prompt translation quality depends on the sophistication of the underlying prompt templates; generic templates may produce mediocre results for unusual property types","No feedback loop to improve prompts based on user satisfaction or image quality ratings; system cannot learn from failed generations","Limited to pre-defined style categories; custom or niche styles (e.g., 'mid-century modern with industrial accents') may not be well-supported","Prompt optimization is one-way (property → prompt); no reverse translation to explain why a particular image was generated or how to refine it"],"requires":["Property description or metadata (address, type, bedrooms, bathrooms, key features)","Selected style preference (from dropdown or text input: modern, rustic, luxury, minimalist, etc.)","Optional: additional design preferences (color palette, materials, ambiance)"],"input_types":["text (property description, style preference, design notes)","structured data (property type, room count, architectural style)"],"output_types":["text (optimized image generation prompt)","optional: multiple prompt variations for A/B testing"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_my-real-estate-brochure__cap_3","uri":"capability://automation.workflow.batch.property.brochure.generation.with.queuing","name":"batch property brochure generation with queuing","description":"Processes multiple properties sequentially or in parallel by accepting a batch of property records (CSV, JSON, or database export), generating images and brochures for each property, and managing API rate limits and generation queues to prevent service overload. The system likely implements a job queue (Redis, RabbitMQ, or similar) to handle asynchronous processing, with progress tracking and error handling for failed generations.","intents":["I want to generate brochures for 50+ listings at once without manually triggering each one individually","I need to manage API rate limits and costs when generating images for a large portfolio","I want to track generation progress and retry failed brochures without losing work"],"best_for":["Real estate brokerages managing 50+ listings simultaneously","Teams with high-volume property portfolios needing rapid marketing asset generation","Agents using the tool as part of an automated listing workflow (e.g., new listings → auto-generate brochures)"],"limitations":["Batch processing introduces latency—generating 50 brochures may take 10-30 minutes depending on queue depth and API rate limits","No built-in cost optimization; batch generation may incur significant API charges if not carefully managed (e.g., generating 5 image variations per property × 50 properties = 250 API calls)","Error handling for partial failures (e.g., 45 of 50 brochures generated successfully) requires manual retry or re-submission","No built-in deduplication; if the same property is submitted twice, both will be processed, wasting API quota"],"requires":["Batch input file (CSV, JSON, or database export) with property records","Each property record must include: address, price, beds/baths, description, style preference","Sufficient API quota/credits for the number of images being generated","Stable internet connection for the duration of batch processing"],"input_types":["structured data (CSV or JSON with property records)","optional: database connection string for direct property import"],"output_types":["PDF (one per property, downloadable as ZIP or via cloud storage)","optional: CSV with generation status and download links","optional: email notifications with brochure links upon completion"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_my-real-estate-brochure__cap_4","uri":"capability://automation.workflow.brand.customization.and.template.management","name":"brand customization and template management","description":"Allows users to customize brochure templates with brand assets (logo, color scheme, fonts, footer text) and manage multiple template variants by storing brand configuration in a user profile or organization settings, then applying selected templates to brochure generation. The system likely uses a template configuration store (database or file-based) to persist brand settings and template selections, enabling consistent branding across all generated brochures.","intents":["I want all my brochures to use my agency's logo, colors, and fonts without manually editing each one","I need to create different brochure templates for different property types (residential, commercial, luxury) while maintaining brand consistency","I want to update my branding across all future brochures by changing my brand settings once, rather than editing each template individually"],"best_for":["Real estate brokerages with established brand guidelines","Multi-agent teams needing consistent branding across all marketing materials","Organizations managing multiple property types or market segments with different brochure designs"],"limitations":["Template customization is limited to pre-built design elements (logo placement, color swaps, font selection); custom layouts require backend modifications","Brand asset uploads (logo, images) may have file size or format restrictions (e.g., PNG/SVG only, max 5MB)","No version control for templates; updating a template affects all future brochures but doesn't retroactively update previously generated ones","Limited preview functionality—users may not see final brochure appearance until generation completes"],"requires":["User account or organization workspace","Brand assets (logo file, color palette, fonts)","Selected brochure template from available library","Optional: custom footer text, contact information, disclaimer language"],"input_types":["image (logo, PNG/SVG, max 5MB)","text (brand colors as hex codes, footer text, contact info)","structured data (font selections, template variant choice)"],"output_types":["configuration (stored brand settings in user profile)","PDF (brochures generated with applied brand customization)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_my-real-estate-brochure__cap_5","uri":"capability://image.visual.image.quality.and.consistency.evaluation","name":"image quality and consistency evaluation","description":"Assesses generated images for quality, consistency, and relevance to property descriptions by potentially implementing automated checks (image resolution, color saturation, composition analysis) or user feedback mechanisms (rating, rejection, refinement requests) that inform future generations. The system may use computer vision techniques or user ratings to identify problematic generations and suggest refinements.","intents":["I want to quickly identify and reject low-quality or unrealistic AI-generated images before they're included in brochures","I need to understand why a particular image was generated poorly and how to refine the prompt for better results","I want to rate generated images to help the system improve future generations for similar properties"],"best_for":["Quality-conscious agents who want to review generated images before brochure publication","Teams using AI-generated imagery as supplementary marketing materials (not primary documentation)","Users seeking to improve prompt quality through feedback loops"],"limitations":["Automated quality checks are limited to technical metrics (resolution, color balance); they cannot assess whether an image accurately represents the actual property","User feedback mechanisms (ratings, comments) require manual review and don't automatically improve future generations without backend model retraining","No built-in comparison tools to evaluate multiple image variations side-by-side for consistency","Quality assessment is subjective; what one agent considers 'high quality' may differ from another's standards"],"requires":["Generated images (from AI generation capability)","Optional: user feedback mechanism (rating interface, comment field)","Optional: reference images or property photos for comparison"],"input_types":["image (generated AI imagery)","optional: text (user feedback, quality notes)","optional: structured data (quality rating, 1-5 scale)"],"output_types":["structured data (quality assessment results, rating scores)","optional: text (refinement suggestions or prompt adjustments)","optional: image (flagged for review or rejection)"],"categories":["image-visual","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for API calls to image generation service","API credentials or account with underlying image generation provider (Stable Diffusion, DALL-E, Midjourney, or proprietary model)","Property description or architectural details provided as text input","Modern web browser supporting image upload/download workflows","Property metadata (address, price, beds/baths, square footage, features, description)","Generated or uploaded images (minimum 1, typically 3-5 per brochure)","Selected brochure template (from available library)","Optional: brand assets (logo, color scheme, fonts) for customization","Property description or metadata (address, type, bedrooms, bathrooms, key features)","Selected style preference (from dropdown or text input: modern, rustic, luxury, minimalist, etc.)"],"failure_modes":["AI-generated imagery may hallucinate architectural details, room layouts, or property features that don't exist in the actual property, creating legal/liability exposure if used as primary marketing material","Output quality and visual consistency depend entirely on prompt quality and the underlying model's training data; results are unpredictable for specialized property types (historic homes, commercial spaces, unusual layouts)","No control over generated image authenticity—images may appear photorealistic but represent fictional interpretations of the property","Batch generation of multiple style variations requires multiple API calls, increasing latency and cost per property","Template flexibility is constrained by pre-built layouts; custom designs require backend modifications or template library expansion","PDF rendering quality depends on the underlying rendering engine; complex layouts may have inconsistent output across browsers/devices","No built-in A/B testing or dynamic layout selection based on property type or market segment","Brochure generation latency increases with image count and PDF page complexity; batch generation of 50+ brochures may require queuing","Prompt translation quality depends on the sophistication of the underlying prompt templates; generic templates may produce mediocre results for unusual property types","No feedback loop to improve prompts based on user satisfaction or image quality ratings; system cannot learn from failed generations","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:31.858Z","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=my-real-estate-brochure","compare_url":"https://unfragile.ai/compare?artifact=my-real-estate-brochure"}},"signature":"2johSap3Ugc79PHuXUI7Pt47RjPKFsSUKzRN+e+AzxtFL3tEMTjUOHuB53IRkL0DWQkQbP+U+8wDPskYpJTJCQ==","signedAt":"2026-06-19T11:15:05.803Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/my-real-estate-brochure","artifact":"https://unfragile.ai/my-real-estate-brochure","verify":"https://unfragile.ai/api/v1/verify?slug=my-real-estate-brochure","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"}}