AI-Powered Customer Feedback: Triage and Insight-Driven Chat
AI-Powered Customer Feedback: Triage and Insight-Driven Chat This n8n workflow creates a two-phase system for handling customer feedback received via a Jotform submission. The first agent quickly triages the issue, and the second agent engages in a persistent, conversational exchange over email to collect the information necessary for a resolution. Phase 1: Triage and Initial Action (AI Agent) This phase is triggered by a new submission on the Jotform. The goal is to immediately categorize the feedback and take the appropriate initial action. Jotform Trigger: The workflow starts instantly when a user submits your designated feedback form. AI Agent (Triage): This agent (powered by Google Gemini) is tasked with two primary jobs: Sentiment Analysis and Response Drafting: It reads the feedback (q6_typeA6) and the user's name (q3_name.first). If Positive: It uses the Send a message in Gmail tool to send a concise, appreciative thank you note. If Negative: It uses the Send a message in Gmail tool to send an initial, empathetic response acknowledging the issue and stating that a team member will follow up with questions. It also uses the Create an issue in Jira Software tool to log the bug or issue immediately. Data Structuring: It uses the Structured Output Parser to extract key data points, most importantly the threadId of the initial email, which is crucial for the follow-up conversation agent. Phase 2: Conversational Insight Gathering (AI Agent (Chat)) This phase takes over for all negative feedback, engaging the customer in a back-and-forth exchange to collect essential details required for the development or support team. Gmail Trigger: This node is set to poll for new, unread emails (which are expected to be replies from the customer). Simple Memory: This node is vital for the conversational aspect. It is configured to use the unique email threadId as its session key, allowing the AI Agent to remember the entire history of the conversation (previous questions asked and details provided) across multiple emails. AI Agent (Chat): This is the 2nd agent and the core of the conversational process. Role: It acts as a dedicated feedback assistant. Goal: Its instruction is to reply and ask for specific, missing information needed for the ticket, such as: what device they were using, if they know the steps to reproduce the issue, and to confirm that the team will send a free coupon for credits as a thank you for their help. Tool: It uses the Reply to a message in Gmail tool to continue the conversation directly within the original email thread. Resolution: The agent is trained to look for confirmation that all necessary information has been provided. Once it determines the issue details are complete, it will send a final thank you email and automatically use the Jira tool to summarize and update the existing Jira issue with the new insights, closing the loop on the data collection process. Requirements To implement and run this automated customer feedback workflow, the following accounts and credentials are required: 1. Automation Platform n8n Instance:** A running instance of n8n (Cloud or self-hosted) to host and execute the workflow. Sign up for n8n using: https://n8n.partnerlinks.io/pe6gzwqi3rqw 2. Service Credentials You must set up and connect the following credentials within your n8n instance: Google Gemini API Key:* Required to power both *AI Agent** nodes for sentiment analysis and conversational follow-up. Gmail OAuth2/API Key:** Required for: The Send a message in Gmail tool (for initial replies). The Gmail Trigger (to detect new replies). The Reply to a message in Gmail tool (for the ongoing conversation). Jotform API Key:* Required for the *Jotform Trigger** node to instantly receive and process new form submissions. Sign up for Jotform using: https://www.jotform.com/?partner=zainurrehman Jira Software Credentials:* Required for the *Create an issue in Jira Software* tool (for the first agent) and the *Jira Tool** (for the second agent to update the ticket). 3. External Configurations Jotform Setup:** A live Jotform must be configured with specific fields to capture the user's name, email, and the feedback text. Jira Setup:* You need a designated *Jira Project* and a defined *Issue Type** for the workflow to create and update tickets. An n8n automation workflow template by Zain Khan.
Zain Khan
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