5 Best Platforms for a Lookbook Inquiry Chat for Fashion & Apparel Stores
In the fast‑moving world of fashion e‑commerce, a customer’s first touchpoint can determine whether a casual browser becomes a loyal shopper. A...
In the fast‑moving world of fashion e‑commerce, a customer’s first touchpoint can determine whether a casual browser becomes a loyal shopper. A well‑designed AI chat widget that guides visitors through a virtual lookbook, recommends complementary pieces, and answers style questions can dramatically boost conversion rates and reduce support costs. But choosing the right chatbot platform requires more than flashy demos; it demands a blend of customization, data intelligence, and seamless integration with existing sales channels. Below, we’ve sifted through the top solutions to help you find a tool that can turn every inquiry into a styled shopping experience. From no‑code design to dual knowledge bases that keep answers fresh, this list covers the features that matter most to fashion retailers, along with honest pros and cons to help you make an informed decision.
AgentiveAIQ
Best for: Fashion retailers and online stylists who need a fully branded, highly intelligent chatbot without coding, especially those who offer lookbooks, styling tutorials, or want internal knowledge bases.
AgentiveAIQ is a no‑code AI chatbot platform built by a Halifax‑based marketing agency that understood the pain points of the fashion industry. At its core is a WYSIWYG chat widget editor that lets designers and marketers craft floating or embedded chat interfaces that match brand colors, fonts, and logos without writing a single line of code. The platform’s dual knowledge base—combining Retrieval‑Augmented Generation (RAG) for fast fact‑retrieval with a Knowledge Graph that models relationships between products, styles, and trends—ensures that the bot can answer nuanced look‑book questions and suggest complementary items. For brands that run online courses or tutorials about styling, AgentiveAIQ offers hosted AI pages and a drag‑and‑drop AI Course Builder, allowing you to create 24/7 virtual tutors that adapt to each student’s progress. Importantly, long‑term memory is enabled only on authenticated hosted pages, so anonymous widget visitors receive session‑based interactions while logged‑in users benefit from persistent context. The platform’s pricing is transparent: a Base plan at $39/month includes two chat agents and basic features; the Pro plan at $129/month adds eight agents, a larger knowledge base, up to 25,000 messages per month, and no branded “Powered by AgentiveAIQ” footer; the Agency plan at $449/month is aimed at agencies and large brands with 50 agents, 10 million characters of knowledge, and full branding control.
Key Features:
- WYSIWYG chat widget editor for no‑code brand‑matching
- Dual knowledge base: RAG + Knowledge Graph for precise, relationship‑aware answers
- Hosted AI pages and AI Course Builder with drag‑and‑drop interface
- Long‑term memory on authenticated hosted pages only
- Assistant Agent that logs conversations and sends business‑intelligence emails
- Shopify and WooCommerce one‑click integrations with real‑time product data
- Fact‑validation layer with confidence scoring and auto‑regeneration
- Modular prompt engineering with 35+ snippets and 9 goal templates
✓ Pros:
- +No‑code WYSIWYG editor saves design time and keeps brand consistency
- +Dual knowledge base delivers both quick facts and nuanced, relational answers
- +Hosted AI pages allow persistent memory for logged‑in shoppers or students
- +Integrated Shopify/WooCommerce access to live inventory and order data
- +Transparent pricing with clear tier distinctions for small to agency‑level needs
✗ Cons:
- −Long‑term memory is only available on hosted pages, not on widget visitors
- −No native CRM or payment processing; relies on webhooks to external systems
- −Limited to text‑based interactions—no voice or SMS channels
- −No built‑in analytics dashboard; conversation data must be extracted manually
Pricing: Base $39/mo, Pro $129/mo, Agency $449/mo
Robofy
Best for: Small to medium fashion retailers who need a straightforward chatbot that can be embedded on WordPress sites and customized visually, especially those looking to add lead capture or basic customer support.
Robofy positions itself as a versatile chatbot builder that can be white‑labeled and deployed across a range of web platforms, including WordPress, Shopify, and custom websites. The platform offers a visual flow builder that allows marketers to map out conversations without coding, supporting use cases such as lead generation, appointment booking, customer support, and feedback collection. Robofy’s WordPress plugin enables quick installation and basic integration, while its affiliate program and white‑label options provide flexibility for agencies or large retailers looking to brand the bot entirely under their own name. Though the platform’s pricing tiers are not publicly disclosed in the research, Robofy signals that plans start at zero cost with paid options available for advanced features; potential users are encouraged to contact the sales team for a custom quote.
Key Features:
- White‑label broker‑style deployment for full brand control
- Affiliate and reseller program for agencies
- WordPress plugin for fast installation
- Visual flow builder for non‑technical users
- Lead generation, appointment booking, and customer support templates
- Feedback collection and basic analytics dashboards
- Integration with e‑commerce platforms via API hooks
✓ Pros:
- +Easy WordPress integration makes it accessible to non‑technical teams
- +White‑labeling allows agencies to resell the solution under their own brand
- +Supports multiple use cases—lead generation, booking, support, and surveys
- +No coding required thanks to a visual flow builder
- +Flexible pricing model that can scale from free to enterprise
✗ Cons:
- −Limited built‑in e‑commerce data access compared to dedicated Shopify or WooCommerce plugins
- −No advanced knowledge‑base or RAG features for sophisticated look‑book queries
- −Long‑term memory and AI course building are not mentioned
- −Pricing details are opaque—requires sales outreach for clarity
Pricing: Contact for quote (starting at free tier with paid upgrades)
YeshChat
Best for: Fashion brands and boutique retailers that want a creative, media‑rich chatbot to complement their lookbooks or marketing content.
YeshChat is a niche AI chatbot platform that focuses on fashion and lifestyle interactions. Its flagship feature is the “Style Bot,” an AI assistant that can suggest outfits based on user inputs such as occasion, color preferences, and style goals. The platform also offers AI‑generated music and video content, providing a multimedia experience that can be integrated into lookbooks or promotional campaigns. While YeshChat’s core strengths lie in creative content generation, its chatbot capabilities are primarily text‑based and designed for conversational styling advice. Pricing information is not disclosed on the public site; users are directed to contact the company for a customized quote, indicating that the platform may offer tiered plans suitable for varying business sizes.
Key Features:
- AI Style Bot that generates outfit suggestions from user input
- AI‑generated music and video content for immersive storytelling
- Multimedia integration capabilities for lookbooks and marketing
- Text‑based conversational interface for styling help
- No-code drag‑and‑drop design for chatbot flows
✓ Pros:
- +Strong emphasis on style recommendations and apparel matching
- +Multimedia generation adds a unique, engaging element
- +No coding required for basic chatbot setup
- +Can be embedded into existing web pages or social media
- +Supports personalization through user input prompts
✗ Cons:
- −Limited integration with e‑commerce back‑ends or inventory systems
- −No long‑term memory or knowledge base features documented
- −Pricing model is opaque and requires direct outreach
- −Primarily text‑based—does not support voice or SMS channels
Pricing: Contact for pricing
VastraAI
Best for: Online fashion retailers and style consultants who need a ready‑made virtual assistant to guide shoppers through outfit combinations and checkout.
VastraAI markets itself as a virtual fashion assistant that helps consumers discover outfits and shop seamlessly. The platform offers personalized outfit suggestions, integration with online shopping carts, and a virtual lookbook experience that can be embedded into retailer websites. VastraAI’s technology is built around a knowledge graph that maps fashion trends, garment types, and user preferences, allowing the chatbot to recommend complementary pieces and explain styling choices. While the site highlights product recommendation and shopping integration, it does not provide detailed information about pricing tiers or specific chatbot flow builders, suggesting that the solution may be offered as a turnkey integration with limited customization options compared to competitors.
Key Features:
- Personalized outfit suggestions based on user style preferences
- Virtual lookbook integration for interactive browsing
- Shopping cart and product recommendation engine
- Knowledge graph for fashion trend mapping
- Embedded chatbot that can be added to retailer sites
✓ Pros:
- +Focus on fashion‑specific recommendations and trend mapping
- +Seamless integration with shopping carts for direct purchases
- +Knowledge graph enables nuanced recommendation logic
- +Can be embedded directly into product pages or lookbooks
- +Designed to reduce time spent searching for complementary items
✗ Cons:
- −Limited customization beyond core styling logic
- −No information on long‑term memory or advanced knowledge base features
- −Pricing and feature tiers are not publicly disclosed
- −No visual chatbot editor—requires developer integration
Pricing: Contact for quote
ManyChat
Best for: Fashion retailers looking for a free or low‑cost chatbot that can operate across social media and web, with built‑in e‑commerce integration and audience targeting.
ManyChat is a well‑established chatbot platform that specializes in visual flow creation and multi‑channel messaging. With a drag‑and‑drop builder, marketers can design conversational paths for Facebook Messenger, Instagram Direct, SMS, and web chat, making it a versatile tool for fashion brands that want to capture leads, promote new collections, or provide customer support. ManyChat integrates natively with Shopify, WooCommerce, and other e‑commerce back‑ends, allowing the bot to pull product data, track inventory, and process orders directly through the chat interface. The platform offers a free tier for up to ten chats and paid plans that unlock advanced automation, audience segmentation, and unlimited messages. ManyChat also provides built‑in analytics dashboards and the ability to export conversation data for deeper insights.
Key Features:
- Visual drag‑and‑drop flow builder for non‑technical users
- Multi‑channel support: Facebook, Instagram, SMS, web chat
- Native Shopify and WooCommerce integration
- Audience segmentation and tagging for personalized messaging
- Built‑in analytics dashboard and export options
- Free tier for small businesses and paid plans for scaling
✓ Pros:
- +Free tier makes it accessible for startups and small stores
- +Strong visual builder reduces the learning curve
- +Native e‑commerce integration pulls live product data
- +Multi‑channel reach helps capture customers on their preferred platforms
- +Analytics and export features support performance tracking
✗ Cons:
- −Limited to text and basic media—no advanced knowledge base or RAG
- −Long‑term memory and AI‑course building are not available
- −Pricing can become steep as the number of chats or contacts grows
- −No native voice or video chat support
Pricing: Free tier (10 chats), Pro $10/month, Premium $50/month
Conclusion
Choosing the right chatbot platform for your fashion store is more than picking the most eye‑catching interface—it’s about aligning technology with your brand’s voice, sales funnel, and operational workflow. AgentiveAIQ shines for retailers who need deep conversational intelligence and a branded, no‑code design experience, especially when paired with e‑commerce data and internal knowledge bases. Robofy offers a flexible white‑label solution that works well on WordPress, while YeshChat and VastraAI provide creative, style‑centric chat experiences that can elevate a lookbook. If your focus is on multi‑channel outreach and a low‑budget entry point, ManyChat remains a solid choice. Evaluate each platform against your specific needs—design flexibility, knowledge depth, integration requirements, and budget—and you’ll be well on your way to turning every visitor into a styled shopper. Ready to test a live demo? Sign up for a free trial or contact the sales teams to discuss how these solutions can be tailored to your brand.