CLUSTER COFFEE-CHATBOT-MOBILE · 16 ENTRIES · EARLIEST ENTRY 2025-07-25
AI coffee ordering apps
This cluster consists of 12 products that use conversational AI, chatbots, and voice to assist with coffee ordering, recommendations, and payments for coffee shops, chains, and roasters. Entry dates before the index start are scattered across 2025-07, 2025-08, 2025-12, 2026-01, 2026-03, and 2026-05, with gaps between these months, indicating a sporadic timeline rather than a steady release pattern. Traction leaders are wcc-coffee, daily-grind-coffee, and 2026-Hackathon-team5-Caffeine-BE, each showing the highest activity signal among the cluster, though with zero stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 3 ai-built · 13 unlabelled
Operator · 10 hobby · 1 commercial · 5 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 16 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01forwebson0★17 daysliveai-builtcommercialAI coffee education platform that delivers Turkish-language training to customers who scan QR codes on coffee packages.
- 02nexa_saas_plarform0★14 daysliveAI-powered operations platform for multi-location coffee businesses providing monitoring, analytics, inventory management, and AI insights.
- 03fika-robot-hmi0★21 days—hobbyTouchscreen kiosk interface for customers to order coffee from a robotic barista, with a technician mode for calibrating the serving robots.
- 04wcc-coffee0★1 mo—ai-builthobbyCoffee ordering web and mobile app with menu customization, AI drink recommendations, and online payment checkout.
- 05cruzr-voice-assistant0★27 dayslivehobbyVoice assistant for coffee shops that answers menu questions in Vietnamese and drafts orders from the shop's own knowledge base without inventing prices.
- 062026-Hackathon-team5-Caffeine-BE0★1 mo—hobbyAI assistant app that syncs sales data, estimates tax deductions, analyzes local market conditions, and gives cafe owners business advice via chatbot.
- 07AI-Restaurant-App0★1 mo—hobbyMobile app for ordering coffee shop items that uses a voice-enabled AI assistant for product questions, recommendations, and conversational ordering.
- 08barista-stock0★1 mo—Mini app and chat bot that track inventory, orders, and scanned invoices for a chain of coffee shops.
- 09CafeShopApp0★1 mo—hobbyMobile app for a coffee shop where customers browse the menu, order drinks, pay by QR code, and chat with an AI assistant.
- 10AplicationCoffeechatBOT1★8 mostale—hobbyMobile app for ordering coffee that offers AI chat recommendations, menu photo scanning, voice interaction, and integrated QR payment.
- 11spot1★10 mostale—hobbyMobile app that surveys user preferences with AI-generated questions, then recommends matching restaurants, cafes, and venues through a swipeable card interface.
- 12CoffeeShop0★5 moliveWebsite for a coffee shop with an AI barista chatbot that takes orders and supports Stripe checkout.
- 13brew-ai-barista0★6 mostalelivehobbyConversational AI coffee ordering assistant that takes natural-language orders for a coffee shop chain with multiple locations.
- 14espresso-ai-assistant0★10 mostale—ai-builtAI chatbot that recommends espresso drink recipes and brewing techniques based on user coffee preferences.
- 15COFFEE-SHOP0★1 yrabandoned—Mobile chatbot app that takes coffee shop orders and gives personalized recommendations using conversational AI and retrieval-based search.
- 16Coffee-Shop0★1 yrabandoned—hobbyMobile chatbot app for a coffee shop that takes orders, recommends drinks, and manages conversations using AI-driven prompts for customers.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.