Proof of Work / Chatbot Automation

Restoring Snapdragon's dormant website chatbox

JARGUS noticed Snapdragon's website chatbox had gone dormant, then got it working autonomously with AI-automated workflows integrated into the existing Wix site. It now helps visitors get answers about coffee, events, ordering, and bookings, and guides them to the right next step without every inquiry needing a manual response.

The live chatbox runs on Snapdragon's site. The panel here is an illustrative preview.

What we delivered

A practical AI workflow that brought the existing chatbox back to life and made it useful again.

1

Identify the dormant chatbox

Noticed that the chatbox on Snapdragon's existing website was not working for visitors.

2

Get it working autonomously

Built an AI-automated workflow to restore the chatbox without requiring manual handling for every visitor question.

3

Integrate it into Wix

Integrated the workflow into Snapdragon's existing Wix website so visitors could get help without leaving the site.

The results

A dormant widget became an always-on lead channel — running on the existing Wix site with automated n8n workflows behind it.

~10

customer conversations a week

Handled autonomously, without the owner answering each one by hand.

24/7

always-on coverage

After-hours questions get an instant answer instead of going cold overnight.

Leads

captured, not lost

When a visitor is ready to book, their contact details and the full transcript are relayed straight to the owner's private email.

“This AI chatbox is awesome.”— Behzad Pasdar, Snapdragon

System Architecture Visualizer

Inspect the exact flow of data through the backend nodes from the initial frontend chat event to Pinecone search, Postgres memory mapping, and email alerts.

snapdragonjc.com
Snapdragon JC homepage preview with public chat widget
WORKFLOW ARCHITECTURESnapdragon AI Chat Workflown8n core pipeline + vector knowledge retrieval + PostgreSQL state management + callback Gmail routerWix chatboxVisitor asks a questionfrom the customer'sexisting website.n8n intakeWebhook receives message,validates request, andmanages session token.Jen AI agentAnswers in the shop voicewith rules for orders,events, and complaints.Pinecone KBEmbeddings retrieveshop/site knowledgefrom the vector index.Postgres historyStores session chat memoryand fetches the transcriptwhen callback is needed.Callback pathIf the visitor wants a call or email back,the workflow parses contact intent,fetches chat history, and emailsthe callback summary to the business.GmailCallbackClean visitor responseNo internal tags, secrets,or workflow details are exposed.

💡 Interactive Diagram: Hover over or click any node in the workflow mapping above to inspect granular technical details.