Top 7 Style Advisor Bots for Fashion & Apparel Stores

ConferBot is a cloud‑based chatbot platform that focuses on automating customer interactions across a range of business functions. It offers a library of pre‑built templates—Lead Generation, Support & FAQ, Booking & Scheduling, HR & Recruiting, Surveys, Quizzes, and more—making it straightforward for retailers to deploy instant conversational agents without heavy coding. The platform’s strength lies in its modular flow builder, which allows users to stitch together conversational paths and integrate third‑party services via Zapier or custom webhooks. With a free tier and paid plans that scale with usage, ConferBot appeals to small and medium‑sized fashion stores that need basic bot functionality and template flexibility. For style advisors, the key advantage is the ability to quickly set up a FAQ bot that can handle common styling questions (e.g., “What color suits my skin tone?”). While it does not provide a dedicated knowledge graph designed for fashion, the Retrieval‑Augmented Generation component can pull information from uploaded PDFs or web pages, enabling the bot to reference brand guidelines or product sheets. Pricing is flexible: the free plan includes basic templates and limited message volume, while paid tiers start at $49/month and scale up to $199/month for higher usage and advanced features such as custom domain support and analytics. ConferBot’s main limitation for fashion retailers is the lack of a specialized styling engine or deep integration with e‑commerce catalogs. However, its ease of use and template library make it a solid choice for brands that need a quick, low‑cost bot for FAQs and lead capture.

Robofy positions itself as a white‑label chatbot platform that offers a suite of ready‑to‑use solutions, including lead generation, appointment booking, customer service, feedback collection, and more. It emphasizes a conversational flow builder and a library of conversational components that can be customized via a visual interface. The platform is available through a web dashboard and also offers integrations with WordPress, Shopify, and custom web applications. For fashion retailers, Robofy’s booking and appointment booking templates can be adapted for in‑store fitting appointments or personal styling sessions. The platform’s customer service templates can answer product inquiries, return policies, and sizing questions. While Robofy does not provide a specialized fashion knowledge base, it does allow the upload of FAQ documents and offers a knowledge‑base feature that can be used to feed static information into the bot. Robofy’s pricing model is tiered: a free plan provides basic chatbot functionality; paid plans start at $29/month for small businesses and go up to $99/month for larger enterprises with advanced analytics and custom branding. Contacting the sales team is recommended for enterprise pricing. Robofy’s biggest advantage is its white‑label approach, enabling brands to present a fully branded chatbot while the platform handles hosting and maintenance. However, the lack of advanced knowledge‑graph or retrieval‑augmented generation means that the bot’s answers are largely scripted, which may not suffice for dynamic styling queries.

EComposer is a Shopify‑centric page builder that allows merchants to create custom landing pages, product pages, and store front designs without coding. While it is not a traditional chatbot platform, it provides a visual editor with drag‑and‑drop components, text blocks, images, and form elements. For fashion retailers, EComposer can be used to create dedicated chatbot landing pages or interactive style guides that embed a third‑party chatbot widget. The platform’s key strengths include its native Shopify integration, which pulls product data directly into page components, and its ability to create responsive designs that look consistent across devices. EComposer also offers a free tier, making it accessible to small businesses, and a paid tier that adds advanced features such as custom CSS, API access, and priority support. Because EComposer focuses on page design rather than conversational AI, retailers typically pair it with external chatbot services like Dialogflow or ManyChat. Its main limitation is that it does not provide any built‑in chatbot functionality or knowledge‑base management. However, its visual editor and Shopify integration can streamline the process of building a cohesive brand experience around a chatbot. Pricing: Free tier available; paid plans start at $29/month, with higher tiers offering additional API calls and custom domain support.

Dialogflow, Google Cloud’s conversational AI platform, enables developers and businesses to build natural‑language interfaces for websites, mobile apps, and IoT devices. It offers a powerful intent‑and‑entity engine, integration with Google Assistant, and easy deployment via webhooks. For fashion retailers, Dialogflow can power chatbots that answer styling questions, provide size recommendations, or facilitate checkout assistance. Dialogflow’s strengths include its robust natural‑language understanding, the ability to import and train custom entity types (useful for product categories, colors, and materials), and seamless integration with Google Cloud services such as Cloud Functions and BigQuery for analytics. It also supports fulfillment via webhooks, which allows the bot to query real‑time inventory data from Shopify or WooCommerce. The platform offers a free edition with a generous usage quota, while paid editions (Dialogflow CX) provide advanced flow management, multi‑agent collaboration, and higher throughput. The main limitation for fashion retailers is that Dialogflow requires some technical knowledge to set up intents, webhook integrations, and hosting. It also lacks a visual drag‑and‑drop widget editor—developers must embed the chatbot widget code manually. Additionally, while it supports multi‑language contexts, advanced knowledge‑graph capabilities are not native and must be built externally. Pricing: Dialogflow ES starts free; Dialogflow CX starts at $25/month per virtual agent with additional usage costs based on intent and session counts.

ManyChat is a marketing automation platform that specializes in building chatbots for Facebook Messenger, SMS, and web chat. It offers a visual drag‑and‑drop builder, broadcast messaging, and integration with e‑commerce platforms such as Shopify. ManyChat’s focus is on lead generation, customer engagement, and subscription marketing, making it a popular choice for brands that want to nurture prospects through conversational flows. For fashion retailers, ManyChat can be used to run promotional campaigns, collect styling preferences via quizzes, and automate order status updates. It also supports product catalog integration, allowing the bot to display items, add them to cart, and process checkout directly from the chat interface. Pricing is tiered: a free plan allows basic chatbot creation and up to 500 contacts; the Pro plan starts at $10/month for unlimited contacts and advanced features like broadcasts, tags, and custom fields. ManyChat also offers a Growth plan for higher volume and advanced automation capabilities. While ManyChat excels at marketing automation, its conversational AI is comparatively simple, relying on rule‑based logic rather than advanced generative models. It also lacks a built‑in knowledge‑graph or retrieval‑augmented generation, which limits its ability to answer complex style queries without heavy scripting. Pricing: Free plan; Pro starts at $10/month; Growth plan available for enterprise needs.

MobileMonkey is a cross‑channel chatbot platform that focuses on Facebook Messenger, Instagram, SMS, and web chat. It offers a visual flow builder, customer segmentation, and marketing automation tools. The platform is well‑known for its ability to create conversational marketing campaigns that can drive sales and collect customer data. Fashion retailers can use MobileMonkey to build style recommendation flows, run quizzes to capture preferences, and send real‑time order updates. The platform also integrates with Shopify, allowing product catalogs to be displayed and purchased directly within the chat interface. MobileMonkey’s pricing structure includes a free plan with basic features, a Pro plan starting at $15/month for unlimited contacts and advanced automation, and an Enterprise plan for larger teams. The free plan is limited to 25 contacts and basic analytics. While MobileMonkey offers a robust marketing suite, its conversational AI is primarily rule‑based and does not include advanced generative models or knowledge‑graph support. This limits its ability to answer complex styling questions without significant scripting. Pricing: Free plan; Pro $15/month; Enterprise plan on request.