LEO Chat
A store chatbot that completes the order inside the conversation
It answers from the store's knowledge base, completes orders with Nova Poshta delivery and payment right in the chat, and links paid orders back to the scenario, the broadcast and the channel.
- 0.21 stime to first response of the product page at 153 KB of HTML7 September 2026 · external curl measurement from Ukraine
- 0 lossesnot a single lost and not a single duplicated acknowledged message during a chaos test: 300 requests per second, with the engine, NATS and Redis killed by force17 August 2026 · k6 load test on a local full stack, not on production
- 89.7 %accurate answers on a reference set of 45 questions, with no answer outside the knowledge base4 July 2026 · evaluation of the AI consultant on real OpenAI
›What it does not do
- It does not create demand: the bot works with people who have already written into the chat.
- Only Telegram and the site widget work today. Instagram and Viber are planned, so LEO is not yet a fit for a store whose main channel is Instagram.
- There are no integrations with KeyCRM, SalesDrive, GA4 or Meta CAPI — those are plans, not features. External systems are connected through webhooks and the public API.
- The revenue report is an attribution model, not accounting: it shows that an order was paid after a dialogue, and it does not prove that the order would not have happened without the bot.
- Card payment is switched on with the payment provider keys of the store itself, and a complex question — a custom price or a disputed return — is still closed by a person.



