{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_banner-gpt","slug":"banner-gpt","name":"Banner GPT","type":"webapp","url":"https://bannergpt.dabble.so","page_url":"https://unfragile.ai/banner-gpt","categories":["image-generation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_banner-gpt__cap_0","uri":"capability://image.visual.text.to.blog.banner.image.generation","name":"text-to-blog-banner image generation","description":"Generates custom blog post header images from minimal text input (blog title and topic) using a text-to-image diffusion model pipeline. The system likely chains the user inputs through a prompt engineering layer that contextualizes the topic into visual descriptors, then passes these to an underlying image generation model (possibly Stable Diffusion or similar) to produce a single banner image in seconds without requiring design skills or iterative refinement.","intents":["I need a header image for my blog post right now without spending time on design","I want to generate placeholder visuals quickly before commissioning a professional designer","I need to create dozens of blog banners monthly and can't afford design tools or freelancers"],"best_for":["indie bloggers and content creators publishing frequently who prioritize speed over design perfection","bootstrapped founders and solo entrepreneurs building blogs with zero design budget","technical writers and developers who need functional visuals but lack design skills"],"limitations":["Output quality and visual coherence are inconsistent — generated banners often lack polish needed for professional publications","No control over final output — users cannot iterate, refine, or customize the generated image before download","Single image per generation — no batch processing or variant generation to compare multiple options","Fixed output dimensions — no resizing or adaptation for different platforms (social media, email headers, etc.)"],"requires":["Web browser with modern JavaScript support","Internet connection for cloud-based image generation","Blog title and topic as text input (no structured data required)"],"input_types":["text (blog title)","text (blog topic/category)"],"output_types":["image (raster, likely PNG or JPEG format)"],"categories":["image-visual","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banner-gpt__cap_1","uri":"capability://image.visual.zero.friction.banner.download.and.export","name":"zero-friction banner download and export","description":"Provides a single-click download mechanism for generated banner images directly from the web interface without requiring account creation, login, or email verification. The implementation likely stores generated images temporarily in a session-based cache or CDN and serves them via direct download links, enabling immediate access to the output without friction.","intents":["I want to download my generated banner immediately without creating an account","I need to grab the image and use it in my blog post right now without delays","I don't want to provide my email or personal information just to get a banner"],"best_for":["privacy-conscious creators who avoid sharing personal data with tools","users who want to test the tool without commitment or signup friction","indie developers and bloggers who value speed and simplicity over feature richness"],"limitations":["No persistent storage — generated images are not saved to user accounts, so regenerating the same banner requires re-running the generation","No download history or library — users cannot retrieve previously generated banners after the session expires","Session-based expiration — downloaded images may become unavailable after a certain time period if stored in temporary cache"],"requires":["Web browser with download capability","Active internet connection","Sufficient local disk space for image file"],"input_types":[],"output_types":["image file (PNG or JPEG, typically 1200x630px or similar blog banner dimensions)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banner-gpt__cap_2","uri":"capability://image.visual.one.page.simplified.generation.interface","name":"one-page simplified generation interface","description":"Implements a minimal, single-page web interface that exposes only two input fields (blog title and topic) and a generate button, hiding all complexity of prompt engineering, model selection, and parameter tuning from the user. The UI likely uses a form-based submission pattern that validates inputs client-side and sends them to a backend API endpoint that orchestrates the text-to-image pipeline.","intents":["I want to generate a banner without learning how AI image generation works","I need an interface so simple that anyone on my team can use it without training","I don't want to deal with complex settings, parameters, or technical options"],"best_for":["non-technical content creators and bloggers with zero design or AI experience","teams where multiple people need to generate banners without specialized training","users who value simplicity and speed over control and customization"],"limitations":["No advanced customization — users cannot adjust image style, color palette, composition, or aspect ratio","No parameter exposure — users cannot tweak model settings, guidance scale, or generation steps to influence output quality","No variant generation — interface does not support generating multiple options to compare","No undo or history — users cannot access previously generated versions or iterate on failed attempts"],"requires":["Web browser with JavaScript enabled","Basic literacy to enter blog title and topic"],"input_types":["text (blog title, likely 1-10 words)","text (blog topic/category, likely 1-5 words)"],"output_types":["image (single banner per generation)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banner-gpt__cap_3","uri":"capability://image.visual.free.tier.unrestricted.generation","name":"free-tier unrestricted generation","description":"Provides unlimited banner generation on the free tier without requiring credit card information, API key purchase, or generation credits. The implementation likely uses a rate-limiting strategy based on IP address or session ID rather than user accounts, allowing anonymous users to generate multiple banners sequentially without hitting hard limits.","intents":["I want to try this tool without providing payment information","I need to generate multiple banners for free without worrying about credit limits","I'm bootstrapped and can't afford paid design tools or AI services"],"best_for":["indie bloggers and bootstrapped creators with zero budget for design tools","students and hobbyists experimenting with AI image generation","teams evaluating the tool before committing to paid plans"],"limitations":["Rate limiting likely exists but is not publicly documented — users may hit soft limits after generating many banners in short time periods","No persistent storage on free tier — generated images are not saved to accounts","Free tier may have lower priority in queue — generation may be slower during peak usage","No API access on free tier — batch generation and programmatic access require paid plans"],"requires":["Web browser","Internet connection","No payment method required"],"input_types":[],"output_types":[],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":37,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support","Internet connection for cloud-based image generation","Blog title and topic as text input (no structured data required)","Web browser with download capability","Active internet connection","Sufficient local disk space for image file","Web browser with JavaScript enabled","Basic literacy to enter blog title and topic","Web browser","Internet connection"],"failure_modes":["Output quality and visual coherence are inconsistent — generated banners often lack polish needed for professional publications","No control over final output — users cannot iterate, refine, or customize the generated image before download","Single image per generation — no batch processing or variant generation to compare multiple options","Fixed output dimensions — no resizing or adaptation for different platforms (social media, email headers, etc.)","No persistent storage — generated images are not saved to user accounts, so regenerating the same banner requires re-running the generation","No download history or library — users cannot retrieve previously generated banners after the session expires","Session-based expiration — downloaded images may become unavailable after a certain time period if stored in temporary cache","No advanced customization — users cannot adjust image style, color palette, composition, or aspect ratio","No parameter exposure — users cannot tweak model settings, guidance scale, or generation steps to influence output quality","No variant generation — interface does not support generating multiple options to compare","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.62,"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":"2026-05-24T12:16:29.134Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=banner-gpt","compare_url":"https://unfragile.ai/compare?artifact=banner-gpt"}},"signature":"IQ55mK1w6cQyM5VvqY/rjJY2MN9vvCJ9v3GT+BMUHRDzXfTgKMmTcuG2nSJeMjOG3QSWw+ggpSEKniVh9CK0Dg==","signedAt":"2026-06-21T22:50:15.650Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/banner-gpt","artifact":"https://unfragile.ai/banner-gpt","verify":"https://unfragile.ai/api/v1/verify?slug=banner-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"}}