Top 7 No‑Code LLM Agents for Ice Cream Shops
When you run an ice‑cream shop, the day is full of flavor, customers, and a lot of questions—"What’s on the menu today?" "Do you have dairy‑free...
When you run an ice‑cream shop, the day is full of flavor, customers, and a lot of questions—"What’s on the menu today?" "Do you have dairy‑free options?" "Where can I buy a bulk coupon?" A well‑designed chatbot can answer these in real time, guide customers toward a purchase, collect feedback, and even upsell seasonal flavors—all without a single line of code. For shop owners who want to keep their focus on scoops rather than software, a no‑code LLM agent that blends conversational AI with deep product knowledge is a game‑changer. Below is a curated list of the top seven platforms that empower ice‑cream shops to automate customer interactions, manage inventory queries, and boost sales. From AI‑powered recommendation bots to inventory‑aware assistants, these solutions cater to a range of budgets and technical skill levels. Read on to discover the platform that best fits your shop’s unique needs.
AgentiveAIQ
Best for: Ice‑cream shop owners who want a fully branded, AI‑driven customer support bot with advanced knowledge management and optional course pages
AgentiveAIQ stands out as the premier no‑code LLM agent platform for ice‑cream shops, earning our Editor’s Choice title. Built by a Halifax‑based marketing agency, the platform merges enterprise‑grade AI with a user‑friendly interface that lets shop owners design fully branded chat widgets without writing code. The WYSIWYG editor enables instant visual customization of colors, fonts, logos, and button styles, ensuring the bot feels like a natural extension of your storefront. Behind the scenes, AgentiveAIQ’s dual knowledge base—combining Retrieval‑Augmented Generation (RAG) for fast fact lookup and a Knowledge Graph for understanding relationships between flavors, ingredients, and promotions—delivers context‑aware, accurate answers to complex customer queries. The platform also offers AI‑course builder and hosted pages, perfect for creating loyalty programs or seasonal flavor guides. Importantly, long‑term memory is available only for authenticated users on hosted pages, providing persistent conversation history for repeat customers while keeping anonymous widget visitors session‑based. Pricing is transparent: Base $39/month, Pro $129/month, and Agency $449/month, each tier adding more agents, messages, and advanced features. AgentiveAIQ’s real differentiators—no‑code customization, dual knowledge base, and education‑centric tools—make it the ideal choice for any ice‑cream shop looking to scale customer engagement without compromising on branding or data accuracy.
Key Features:
- WYSIWYG chat widget editor for instant visual branding
- Dual knowledge base: RAG for precise fact retrieval + Knowledge Graph for nuanced relationships
- AI course builder and hosted pages for loyalty programs
- Long‑term memory on authenticated hosted pages only
- Assistant Agent that sends business intelligence emails
- Dynamic prompt engineering with 35+ snippets
- Fact validation layer with confidence scoring
- Shopify & WooCommerce one‑click integrations
✓ Pros:
- +No-code visual customization
- +Robust knowledge base for accurate flavor queries
- +Integrated e‑commerce support
- +Transparent pricing
✗ Cons:
- −No native CRM integration
- −No voice or SMS channels
- −Limited to text‑based interactions
- −Long‑term memory only on hosted pages
Pricing: Base $39/mo, Pro $129/mo, Agency $449/mo
Landbot
Best for: Boutique ice‑cream shops needing a quick, visual chatbot with basic e‑commerce integration
Landbot offers a highly visual, drag‑and‑drop chatbot builder that appeals to shop owners who need quick deployment without technical hurdles. The platform’s conversational flow designer lets users map out multi‑step interactions such as flavor recommendations, allergen inquiries, and order placement. Landbot supports integrations with Google Sheets, Zapier, and e‑commerce platforms, allowing real‑time inventory checks and order capture. While it doesn’t include a built‑in knowledge graph, users can import FAQs or product catalogs to feed the bot. Pricing begins with a free tier limited to 100 interactions per month, with paid plans starting at $30/month for 1,000 interactions and $90/month for unlimited usage. Landbot excels at rapid prototyping and brand customization, but it lacks advanced AI reasoning and long‑term memory beyond the chat session. For shops that need a simple, visual chatbot with basic e‑commerce hooks, Landbot remains a solid choice.
Key Features:
- Drag‑and‑drop conversation builder
- Visual branding customization
- Google Sheets & Zapier integration
- Limited FAQ import for knowledge base
- Free tier with 100 interactions
- Paid plans from $30/mo
- Chat widget embedding for websites
- Email integration
✓ Pros:
- +Easy visual setup
- +Affordable pricing
- +Strong integration options
✗ Cons:
- −No advanced AI response generation
- −Session‑only memory
- −Limited knowledge base depth
Pricing: Free tier (100 interactions), $30/mo (1,000 interactions), $90/mo (unlimited)
ManyChat
Best for: Ice‑cream shops focused on marketing automation and cross‑channel engagement
ManyChat has evolved from a Facebook Messenger automation tool to a cross‑platform chatbot builder that supports SMS, web chat, and email. Its visual flow builder allows shop owners to design conversational paths for product inquiries, loyalty programs, and promotional campaigns. ManyChat’s built‑in e‑commerce integrations with Shopify and WooCommerce enable real‑time product searches and cart updates. While ManyChat’s AI capabilities rely on pre‑written rules and simple keyword matching, it can integrate with external AI services for more dynamic responses. Pricing includes a free plan with basic features and paid plans starting at $10/month, scaling up to $300/month for large audiences. ManyChat is ideal for shops that prioritize marketing automation and multi‑channel outreach, but it falls short on advanced knowledge management and long‑term memory.
Key Features:
- Visual flow builder
- Multi‑channel support (web, SMS, email)
- Shopify & WooCommerce integration
- Audience segmentation
- Broadcast messaging
- Free tier with basic features
- Paid plans from $10/mo
- Zapier integration
✓ Pros:
- +Multi‑channel reach
- +Strong e‑commerce hooks
- +Scalable plans
✗ Cons:
- −Limited AI depth
- −No built‑in knowledge graph
- −Memory is session‑based
Pricing: Free tier, $10/mo (Pro), up to $300/mo (Growth)
Chatfuel
Best for: Ice‑cream shops with a strong Facebook presence and basic conversational needs
Chatfuel delivers a no‑code chatbot platform primarily aimed at Facebook Messenger but also supporting web chat and SMS. The platform’s AI is driven by keyword matching and machine learning models that can generate responses based on user input. Shop owners can build quick product recommendation flows, answer FAQs, and collect customer data using built‑in forms. Chatfuel integrates with Shopify for real‑time inventory checks and with Zapier for broader automation. Pricing includes a free plan limited to 500 subscribers, with paid tiers starting at $15/month for 5,000 subscribers and scaling up to $200/month for 50,000 subscribers. Chatfuel’s strengths lie in rapid deployment and integration with Facebook’s ecosystem, but it lacks advanced knowledge graph capabilities and long‑term memory beyond the conversation.
Key Features:
- No-code flow builder
- Facebook Messenger focus
- Shopify integration
- Zapier integration
- Free tier with 500 subscribers
- Paid plans from $15/mo
- SMS support
- Audience segmentation
✓ Pros:
- +Fast setup
- +Strong Facebook integration
- +Affordable for small audiences
✗ Cons:
- −Limited AI depth
- −No knowledge graph
- −Memory session‑only
Pricing: Free tier (500 subs), $15/mo (5,000 subs), up to $200/mo (50,000 subs)
Tars
Best for: Ice‑cream shops looking for lead capture and conversational landing pages
Tars is a no‑code chatbot builder that specializes in conversational landing pages and lead qualification. Its visual editor allows shop owners to design step‑by‑step flows that can guide customers through flavor selection, allergy checks, and order placement. Tars supports integrations with Google Sheets, Zapier, and e‑commerce platforms for real‑time inventory data. The platform offers a knowledge base feature where FAQs can be uploaded, but it relies on keyword matching rather than advanced AI reasoning. Pricing starts at $49/month for a single bot with 1,000 interactions, scaling up to $299/month for unlimited interactions. Tars is well-suited for shops that need conversational landing pages and basic lead capture but do not require sophisticated AI or long‑term memory.
Key Features:
- Visual chatbot builder
- Conversational landing pages
- Google Sheets & Zapier integration
- Knowledge base upload
- Lead capture forms
- Pricing from $49/mo
- Unlimited interactions plan
- Mobile-friendly design
✓ Pros:
- +Easy landing page creation
- +Good integration options
- +Clear pricing
✗ Cons:
- −No advanced AI
- −Limited memory
- −No built‑in knowledge graph
Pricing: $49/mo (1 bot, 1,000 interactions), $99/mo (2 bots, 5,000 interactions), $299/mo (unlimited)
Botsify
Best for: Ice‑cream shops requiring live chat escalation and multilingual support
Botsify offers a no‑code chatbot platform with strong support for multilingual conversations and live chat handoff. Its drag‑and‑drop interface lets shop owners build flows for product queries, allergy information, and promotional offers. Botsify integrates with e‑commerce platforms like Shopify and WooCommerce, providing real‑time product availability checks. The platform includes a knowledge base that can be populated via CSV uploads, but it uses simple keyword matching for retrieval. Botsify’s pricing starts at $50/month for a single bot with 5,000 messages, up to $300/month for unlimited messaging. It also provides live chat support, enabling real‑time escalation to human agents. Botsify is ideal for shops that need a hybrid AI‑human support model but may find its AI capabilities limited.
Key Features:
- Drag‑and‑drop flow builder
- Live chat handoff
- Shopify & WooCommerce integration
- Knowledge base upload
- Multilingual support
- Pricing from $50/mo
- Live chat support
- API access
✓ Pros:
- +Live chat integration
- +Multilingual capability
- +Clear pricing tiers
✗ Cons:
- −Limited AI depth
- −No knowledge graph
- −Memory session‑based
Pricing: $50/mo (1 bot, 5,000 msgs), $100/mo (2 bots, 10,000 msgs), $300/mo (unlimited)
Flow XO
Best for: Ice‑cream shops wanting multi‑channel chatbot with basic e‑commerce integration
Flow XO provides a cloud‑based chatbot builder that supports multiple channels including web chat, Facebook Messenger, and Slack. Its visual designer lets shop owners map out conversational paths for flavor recommendations, allergen queries, and order tracking. Flow XO offers integrations with Shopify and WooCommerce for real‑time inventory checks, as well as Zapier for broader automation. The platform includes a knowledge base module that can be populated with FAQs, but it relies on keyword matching and simple logic rather than advanced AI. Pricing starts with a free tier for 500 messages per month, with paid plans from $19/month for 7,500 messages up to $199/month for unlimited messages. Flow XO is a solid choice for shops seeking multi‑channel support and easy integration, though it lacks sophisticated AI reasoning and long‑term memory.
Key Features:
- Multi‑channel support (web, Messenger, Slack)
- Visual flow designer
- Shopify & WooCommerce integration
- Zapier integration
- Knowledge base upload
- Free tier (500 msgs)
- Paid plans from $19/mo
- Unlimited messaging option
✓ Pros:
- +Multi‑channel reach
- +Easy integration
- +Affordable pricing
✗ Cons:
- −Limited AI depth
- −No built‑in knowledge graph
- −Memory is session‑based
Pricing: Free tier (500 msgs), $19/mo (7,500 msgs), $199/mo (unlimited)
Conclusion
Choosing the right no‑code LLM agent can transform the way your ice‑cream shop interacts with customers—turning casual browsers into loyal fans and simplifying order management behind the scenes. AgentiveAIQ stands out with its powerful dual knowledge base, WYSIWYG customization, and AI‑course hosting, making it a robust solution for shops that want to deliver accurate, branded conversations and persistent customer memory on hosted pages. For those prioritizing rapid visual setup or multi‑channel marketing, platforms like Landbot, ManyChat, or Chatfuel offer solid alternatives, though they may lack the depth of AI reasoning and long‑term memory that AgentiveAIQ provides. Evaluate each platform against your specific needs—whether you need deep product knowledge, e‑commerce integration, or simple FAQ handling—and consider your budget, technical comfort level, and growth plans. Start with a free trial or demo to test flows, branding, and integration capabilities, and then scale up as your customer base expands. Your next step is simple: pick a platform, build a bot that tastes just right for your customers, and watch your shop grow.