{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_stockimg-ai","slug":"stockimg-ai","name":"Stockimg.ai","type":"product","url":"https://stockimg.ai","page_url":"https://unfragile.ai/stockimg-ai","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_stockimg-ai__cap_0","uri":"capability://image.visual.template.guided.logo.generation.with.brand.context","name":"template-guided logo generation with brand context","description":"Generates logos by accepting text prompts and optional brand descriptors (industry, style preference, color palette), then routing the request through a diffusion-based image generation pipeline constrained by logo-specific templates. The system likely uses conditional generation with template embeddings to bias the model toward logo-appropriate compositions (centered subjects, legible typography, scalable vector-ready outputs) rather than unconstrained image synthesis, reducing the probability of unusable outputs like fragmented text or overly complex backgrounds.","intents":["I need a quick logo concept for my startup without hiring a designer","I want to generate 5-10 logo variations to test with users before committing to design","I need a placeholder logo for my MVP that looks professional enough for early marketing"],"best_for":["solo founders and indie hackers prototyping brand identity","early-stage startups with <$5k design budgets","content creators needing quick visual assets for social media"],"limitations":["Generated logos often exhibit generic styling and lack distinctive brand differentiation; output quality is serviceable but not competitive-grade","Text rendering within logos is frequently illegible or distorted, requiring manual refinement in design tools like Figma or Adobe Illustrator","No vector export format — outputs are raster images, limiting scalability to very large formats without quality degradation","Limited control over specific design elements; users cannot selectively edit individual components (e.g., swap the icon while keeping the wordmark)"],"requires":["Active Stockimg.ai account (freemium or paid tier)","Text prompt describing desired logo style/industry","Web browser with modern JavaScript support"],"input_types":["text prompt (brand name, industry, style keywords)","optional structured metadata (color preferences, design style category)"],"output_types":["raster image (PNG/JPG, typically 1024x1024 or similar)","multiple variations per generation request"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_1","uri":"capability://image.visual.book.cover.generation.with.layout.templates","name":"book cover generation with layout templates","description":"Generates book covers by accepting title, author name, genre/category, and optional visual themes, then applying genre-specific layout templates (e.g., centered title with background image for fiction, bold typography with minimal imagery for non-fiction) before running image synthesis. The system likely pre-composes text overlays and background imagery separately, then composites them to ensure readable typography and genre-appropriate visual hierarchy, reducing the common failure mode of text-over-image illegibility.","intents":["I'm self-publishing an ebook and need a professional-looking cover without paying a designer","I want to generate multiple cover concepts to A/B test with my target audience","I need a placeholder cover for my book listing while I commission a final design"],"best_for":["self-published authors and indie writers on tight budgets","content creators testing book concepts before full production","small publishers needing rapid cover iterations for multiple titles"],"limitations":["Text rendering quality is inconsistent; author names and subtitles frequently appear distorted or poorly positioned, requiring manual correction in design software","Genre-specific templates can feel formulaic and repetitive across multiple generations, limiting uniqueness for competitive book markets","No support for custom fonts or advanced typography controls; output is constrained to whatever the model generates","Dimensions and aspect ratios may not match all publishing platforms (Amazon KDP, IngramSpark, etc.) without manual cropping"],"requires":["Active Stockimg.ai account","Book title, author name, and genre/category selection","Web browser"],"input_types":["text (title, author, genre, optional theme description)","categorical selection (genre from predefined list)"],"output_types":["raster image (PNG/JPG, typically 1400x2100 or similar for print-ready dimensions)","multiple cover variations per request"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_10","uri":"capability://image.visual.design.export.and.format.optimization.for.multiple.platforms","name":"design export and format optimization for multiple platforms","description":"Exports generated designs in multiple formats and dimensions optimized for specific use cases (e.g., PNG for web, PDF for print, SVG for scalability, social media dimensions for Instagram/LinkedIn/Pinterest). The system likely includes format conversion and dimension optimization logic that resizes and reformats designs to match platform specifications without manual intervention. This enables users to download designs ready for immediate use across multiple channels.","intents":["I need to export my logo in multiple formats for web, print, and social media","I want to download my poster in the correct dimensions for Instagram, LinkedIn, and Pinterest without manual resizing","I need a print-ready PDF version of my book cover with proper bleed and color space"],"best_for":["users needing designs across multiple platforms and formats","marketing teams managing assets for web, social, and print","creators who want to avoid manual format conversion and resizing"],"limitations":["Raster-based output (PNG/JPG) cannot be losslessly scaled to very large formats; vector export (SVG) is not available","Format optimization may introduce compression artifacts or quality loss depending on export settings","Print-ready exports (PDF with color space and bleed) may require manual adjustment in design software to meet specific printer requirements","Social media dimension optimization may crop or distort designs if aspect ratios don't match platform specifications"],"requires":["Active Stockimg.ai account","Generated design image","Web browser or API access"],"input_types":["generated design image","export format selection (PNG, JPG, PDF, SVG if available)","target platform or dimension specification (Instagram, LinkedIn, Pinterest, print, etc.)"],"output_types":["design file in selected format (PNG, JPG, PDF, SVG)","optimized dimensions for target platform","multiple format exports per design"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_2","uri":"capability://image.visual.marketing.poster.generation.with.text.composition","name":"marketing poster generation with text composition","description":"Generates marketing posters by accepting a headline, body copy, call-to-action, and visual theme, then compositing text elements onto AI-generated background imagery using layout templates optimized for readability and visual hierarchy. The system likely uses a multi-stage pipeline: (1) generate background image from theme prompt, (2) apply text composition rules (font sizing, contrast, positioning) to ensure legibility, (3) composite final poster. This approach separates image synthesis from text rendering, reducing the common failure of illegible text-over-image compositions.","intents":["I need to quickly create promotional posters for my product launch without design skills","I want to generate multiple poster variations to test different messaging with my audience","I need placeholder marketing assets for social media and email campaigns"],"best_for":["small business owners and solopreneurs managing their own marketing","marketing teams needing rapid asset iteration for A/B testing","event organizers creating promotional materials on tight timelines"],"limitations":["Text rendering quality is inconsistent; small text and complex layouts often appear distorted or poorly positioned","Limited control over text styling (font family, weight, effects); output is constrained to what the model generates","Poster dimensions may not match all social media platforms (Instagram, LinkedIn, Pinterest, etc.) without manual resizing","Background imagery can appear generic or stock-photo-like, lacking the distinctive visual identity needed for brand differentiation"],"requires":["Active Stockimg.ai account","Headline text, body copy, CTA, and visual theme description","Web browser"],"input_types":["text (headline, body copy, call-to-action, theme description)","optional categorical selection (industry, style preference)"],"output_types":["raster image (PNG/JPG, typically 1080x1350 or similar for social media)","multiple poster variations per request"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_3","uri":"capability://image.visual.product.packaging.design.generation","name":"product packaging design generation","description":"Generates product packaging designs (boxes, labels, bottles) by accepting product name, category, brand colors, and visual theme, then applying packaging-specific templates that account for 3D perspective, label placement, and text legibility on curved or folded surfaces. The system likely uses conditional generation with packaging-specific constraints to ensure designs are mockup-ready and can be visualized on actual products, rather than flat 2D images.","intents":["I need to visualize packaging concepts for my product before committing to manufacturing","I want to generate multiple packaging design variations to test with focus groups","I need a mockup of my product packaging for pitch decks and marketing materials"],"best_for":["e-commerce sellers and product-based startups","small manufacturers testing packaging designs before production","brand owners visualizing product concepts for investor pitches"],"limitations":["3D perspective and packaging-specific geometry can appear distorted or unrealistic; mockups may not accurately represent how designs will look on actual products","Text rendering on curved surfaces (bottles, cans) is frequently illegible or poorly positioned","Limited ability to specify exact dimensions, material finishes, or production constraints (e.g., bleed areas for printing)","Output is a 2D mockup image, not a 3D model; cannot be imported into CAD or 3D design software for further refinement"],"requires":["Active Stockimg.ai account","Product name, category, brand colors, and visual theme description","Web browser"],"input_types":["text (product name, category, theme description)","color values (brand colors)","categorical selection (packaging type: box, label, bottle, etc.)"],"output_types":["raster image (PNG/JPG, typically 1024x1024 or similar mockup)","multiple packaging design variations per request"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_4","uri":"capability://image.visual.batch.image.generation.with.style.consistency","name":"batch image generation with style consistency","description":"Generates multiple images in a single request while maintaining visual consistency across outputs (e.g., same color palette, composition style, artistic direction). The system likely uses a shared seed or style embedding across batch requests to ensure coherent visual language, rather than generating each image independently. This enables users to create cohesive image sets for marketing campaigns, social media content, or product catalogs without manual style matching.","intents":["I need to generate 10 product images for my e-commerce store with consistent visual styling","I want to create a cohesive set of social media graphics for my marketing campaign","I need multiple illustrations for my website that feel like they belong together visually"],"best_for":["e-commerce businesses needing consistent product imagery","content creators building cohesive visual libraries for social media","marketing teams creating unified campaign assets"],"limitations":["Style consistency is approximate; subtle variations in color, composition, and artistic direction can still occur across batch outputs","Batch size limits may apply (e.g., max 10-20 images per request) depending on tier","No granular control over individual image variations within a batch; all images follow the same style constraints","Generation time scales linearly with batch size, potentially causing longer wait times for large batches"],"requires":["Active Stockimg.ai account with sufficient generation credits","Style description and batch size specification","Web browser"],"input_types":["text (style description, theme, visual direction)","numeric (batch size: number of images to generate)","optional categorical selection (style category, color palette)"],"output_types":["multiple raster images (PNG/JPG, typically 1024x1024 each)","batch of 5-20 images per request depending on tier"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_5","uri":"capability://automation.workflow.freemium.credit.based.generation.with.daily.limits","name":"freemium credit-based generation with daily limits","description":"Implements a freemium monetization model where users receive daily generation credits (e.g., 5-10 free images per day) that reset on a 24-hour cycle, with paid tiers offering higher daily limits or unlimited generation. The system tracks credit consumption per user account and enforces rate limits at the API level, preventing overuse while allowing free users to test the platform's capabilities. This model reduces friction for new users while incentivizing conversion to paid tiers.","intents":["I want to test Stockimg.ai's quality before committing to a paid subscription","I need to generate a few quick designs today without paying","I want to understand my design needs before deciding if a paid tier is worth it"],"best_for":["individual users and solopreneurs evaluating the platform","budget-conscious creators who only need occasional design generation","teams testing the tool before committing to organizational licenses"],"limitations":["Daily credit limits (typically 5-10 free images/day) restrict heavy users to paid tiers, creating friction for high-volume use cases","Credits reset on a 24-hour cycle; unused credits do not roll over, incentivizing daily usage patterns","No credit rollover or banking mechanism; users cannot accumulate credits for occasional bulk generation","Paid tier pricing may be prohibitive for users with occasional needs (e.g., 1-2 designs per week)"],"requires":["Stockimg.ai account (free email signup)","No payment method required for freemium tier","Web browser"],"input_types":["user account credentials","design generation requests (consumed against daily credit limit)"],"output_types":["credit balance tracking","generation request status (approved/denied based on available credits)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_6","uri":"capability://text.generation.language.prompt.to.design.semantic.understanding.with.style.inference","name":"prompt-to-design semantic understanding with style inference","description":"Interprets natural language design briefs (e.g., 'modern tech startup logo with minimalist aesthetic') and infers visual style, color palette, composition, and design direction without explicit specification. The system likely uses a language model to parse the prompt, extract design intent, and map it to internal style embeddings or design parameters that guide image generation. This enables users to describe designs in natural language without requiring technical design knowledge or structured input.","intents":["I want to describe my design vision in plain English without learning design terminology","I need the AI to infer visual style from my brand description and industry context","I want to generate designs that match my brand personality based on a natural language brief"],"best_for":["non-designers and business owners without design vocabulary","users who want to describe designs conversationally rather than with structured inputs","rapid prototyping scenarios where detailed design briefs are unavailable"],"limitations":["Semantic understanding is approximate; ambiguous or vague prompts can result in misaligned designs that don't match user intent","No iterative refinement loop; users cannot easily adjust specific design elements without regenerating from scratch","Style inference may default to generic or trending aesthetics rather than truly unique brand directions","Complex or nuanced design briefs (e.g., 'retro-futuristic with Art Deco influences') may be misinterpreted or oversimplified"],"requires":["Active Stockimg.ai account","Natural language design brief or description","Web browser"],"input_types":["text (natural language design brief, brand description, style preferences)"],"output_types":["raster image (PNG/JPG) generated based on inferred design parameters","multiple variations per request"],"categories":["text-generation-language","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_7","uri":"capability://image.visual.design.variation.generation.with.parameter.exploration","name":"design variation generation with parameter exploration","description":"Generates multiple design variations by systematically exploring different visual parameters (e.g., color schemes, composition styles, artistic directions) while keeping the core design concept constant. Users can request variations along specific dimensions (e.g., 'show me 5 color palette variations' or 'generate this logo in 3 different artistic styles') without regenerating from scratch. The system likely maintains a design seed or concept embedding and applies parameter perturbations to create variations.","intents":["I want to see how my logo looks in different color schemes before choosing one","I need to generate multiple artistic style variations of my book cover concept","I want to explore different composition approaches for my poster design"],"best_for":["designers and creative teams exploring design directions","users conducting A/B testing of design variations with audiences","iterative design workflows where refinement is needed"],"limitations":["Variation generation is constrained to predefined parameter dimensions (e.g., color, style); custom parameter exploration is not supported","Core design concept may drift across variations; variations may feel disconnected rather than coherent explorations of the same concept","No ability to lock specific design elements while varying others (e.g., keep the icon, vary the typography)","Variation generation consumes credits per variation, potentially making extensive exploration expensive"],"requires":["Active Stockimg.ai account with sufficient generation credits","Initial design concept (generated or uploaded)","Specification of variation parameters (color, style, composition, etc.)","Web browser"],"input_types":["design concept (raster image or text prompt)","variation parameters (color palette, artistic style, composition approach, etc.)","numeric (number of variations to generate)"],"output_types":["multiple raster images (PNG/JPG) representing design variations","typically 3-10 variations per request"],"categories":["image-visual","design-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_8","uri":"capability://image.visual.design.quality.assessment.and.consistency.scoring","name":"design quality assessment and consistency scoring","description":"Evaluates generated designs against quality metrics (e.g., text legibility, composition balance, color harmony, brand alignment) and provides feedback or consistency scores. The system likely uses computer vision and design heuristics to assess output quality, potentially flagging designs with known failure modes (illegible text, poor composition, color clashing) before presenting them to users. This enables users to identify problematic designs early and regenerate rather than discovering issues after download.","intents":["I want to know if my generated logo is actually readable and professional-looking before using it","I need to identify which design variations are highest quality before presenting to stakeholders","I want feedback on whether my generated poster meets basic design standards"],"best_for":["users wanting objective feedback on design quality before finalizing","teams conducting design reviews and needing consistency metrics","quality-conscious creators who want to avoid obviously flawed designs"],"limitations":["Quality assessment is based on heuristics and computer vision; subjective design qualities (originality, brand distinctiveness, emotional impact) cannot be reliably scored","Scoring may not align with user preferences or brand requirements; a high-scoring design may still feel generic or off-brand","Assessment is limited to technical metrics (legibility, composition, color) rather than strategic design fit","No human design review or expert feedback; assessment is purely algorithmic"],"requires":["Active Stockimg.ai account","Generated design image","Web browser"],"input_types":["raster image (PNG/JPG) of generated design"],"output_types":["quality score (numeric or categorical: excellent/good/fair/poor)","feedback on specific issues (illegible text, poor composition, color clashing, etc.)","consistency score relative to brand guidelines (if provided)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stockimg-ai__cap_9","uri":"capability://image.visual.brand.guideline.integration.and.compliance.checking","name":"brand guideline integration and compliance checking","description":"Accepts brand guidelines (logo, color palette, typography, visual style) and ensures generated designs adhere to these specifications. The system likely uses image analysis and metadata matching to verify that generated designs use approved colors, maintain visual consistency with brand assets, and follow specified design patterns. This enables organizations to maintain brand consistency across AI-generated designs without manual review.","intents":["I want to generate marketing materials that automatically comply with my brand guidelines","I need to ensure all AI-generated designs use my approved color palette and visual style","I want to prevent off-brand designs from being generated in the first place"],"best_for":["organizations with established brand guidelines and compliance requirements","marketing teams managing multiple designers or AI tools","enterprises needing to maintain brand consistency at scale"],"limitations":["Brand guideline integration may be limited to basic parameters (color, typography) rather than nuanced style direction","Compliance checking is approximate; generated designs may technically use approved colors but feel visually inconsistent with brand identity","Uploading and parsing brand guidelines may require manual setup and may not support all file formats","No real-time feedback during generation; compliance is checked post-generation rather than guiding the generation process"],"requires":["Active Stockimg.ai account (likely paid tier)","Brand guidelines (logo, color palette, typography, visual style specifications)","Web browser or API access"],"input_types":["brand assets (logo image, color palette hex codes, typography specifications)","design generation request with brand guideline reference"],"output_types":["generated design image","compliance report (colors used, style adherence, guideline violations if any)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active Stockimg.ai account (freemium or paid tier)","Text prompt describing desired logo style/industry","Web browser with modern JavaScript support","Active Stockimg.ai account","Book title, author name, and genre/category selection","Web browser","Generated design image","Web browser or API access","Headline text, body copy, CTA, and visual theme description","Product name, category, brand colors, and visual theme description"],"failure_modes":["Generated logos often exhibit generic styling and lack distinctive brand differentiation; output quality is serviceable but not competitive-grade","Text rendering within logos is frequently illegible or distorted, requiring manual refinement in design tools like Figma or Adobe Illustrator","No vector export format — outputs are raster images, limiting scalability to very large formats without quality degradation","Limited control over specific design elements; users cannot selectively edit individual components (e.g., swap the icon while keeping the wordmark)","Text rendering quality is inconsistent; author names and subtitles frequently appear distorted or poorly positioned, requiring manual correction in design software","Genre-specific templates can feel formulaic and repetitive across multiple generations, limiting uniqueness for competitive book markets","No support for custom fonts or advanced typography controls; output is constrained to whatever the model generates","Dimensions and aspect ratios may not match all publishing platforms (Amazon KDP, IngramSpark, etc.) without manual cropping","Raster-based output (PNG/JPG) cannot be losslessly scaled to very large formats; vector export (SVG) is not available","Format optimization may introduce compression artifacts or quality loss depending on export settings","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.2,"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":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=stockimg-ai","compare_url":"https://unfragile.ai/compare?artifact=stockimg-ai"}},"signature":"aBEyuh4oi9WlXFJVjO7FytRZSGTq1Xu4ZojobkJZBMMVSxhCHnvTroRSZ9aH2pPP4FnnckMbjs2juQ6CcAKqCw==","signedAt":"2026-06-20T21:40:18.524Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/stockimg-ai","artifact":"https://unfragile.ai/stockimg-ai","verify":"https://unfragile.ai/api/v1/verify?slug=stockimg-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"}}