Always-On AI Agents for Customer Feedback

Fran Brzyski
Founder & CEO
Stop sending surveys. Start sending Hark.
October 15, 2026

Always-on AI agents for customer feedback run continuously instead of in survey cycles. They recruit the right customers when a metric moves, interview them by video, voice or text, analyze the answers and share the why with your team. Hark offers always-on feedback agents for DTC brands using Shopify, Klaviyo and Slack.

Part of our guide to agentic customer feedback.

From feedback projects to feedback that never stops

Traditional feedback runs in batches: a quarterly NPS survey, an annual research study, a round of interviews after something goes wrong. By the time the results arrive, the moment has passed. Always-on agents flip that. They keep working in the background, so when repeat rate dips on Tuesday, customers are already explaining why by the end of the week.

What "always-on" actually means

  • Cadence: Periodic feedback: Quarterly or annual; Always-on agents: Continuous
  • Trigger: Periodic feedback: The calendar; Always-on agents: Metric changes, launches, questions
  • Sample: Periodic feedback: Whoever answers; Always-on agents: The customers behind the change
  • Output: Periodic feedback: A report; Always-on agents: Ongoing answers, clips and Slack briefs
  • Team effort: Periodic feedback: Run each project; Always-on agents: Set goals and guardrails once

The agents in an always-on system

At Hark, each step has its own agent: - Recruit: picks the customers to talk to based on Shopify and Klaviyo data. - Interview: holds conversations by video, voice or text. - Analyze: clusters responses into themes and spots patterns early. - Answer: Emmy, the AI analyst, answers your questions with real customer clips. - Act (in development): drafts Klaviyo follow-ups in your brand voice for human review. - Share: posts briefs to Slack.

Guardrails: always-on doesn't mean unsupervised

Good always-on systems are easy to steer. Look for: - Clear rules on who can be contacted and how often. - Human review before any outbound message sends. - A visible log of what the agents did. - The ability to pause or narrow scope at any time.

Use cases for DTC brands

  • Repeat-rate or subscription churn moves: hear from the customers who left.
  • Conversion dips: learn what made shoppers hesitate.
  • Product launches: get first impressions from new buyers within days.
  • Campaign messaging: use the exact words customers use.

How to evaluate always-on feedback agents

  1. Do they connect to your data? For DTC that means tools like Shopify, Klaviyo, Gorgias, Kustomer, Recharge, etc.
  2. Do they pick who to ask, or only analyze what comes in?
  3. Do they capture rich answers like video and voice, or only text?
  4. Do answers show up where you work, such as Slack?
  5. How fast can you go live? Hark is live in 3 days.
  6. What do humans control?

Other vendors offer agent suites for different audiences. CustomerGauge focuses on B2B account experience, and Perspective AI and Great Question focus on product and UX research. Hark is built for DTC marketing and growth teams.

Frequently asked questions

What are always-on AI agents for customer feedback?

They're AI agents that run continuously, recruiting customers, interviewing them and analyzing answers whenever a metric moves or a question comes up, instead of waiting for the next survey cycle.

How are always-on agents different from a recurring survey?

A recurring survey sends the same questions on a schedule. Always-on agents react to what's happening, talk to the specific customers involved and follow up on what they say.

Will always-on agents over-contact my customers?

Not if they're set up with guardrails. You decide who can be contacted and how often, and humans review outbound messages.

Do I need a research team to run them?

No. That's the point. Marketing and growth teams set goals, and the agents do the recruiting, interviewing and analysis.

Where do the insights go?

With Hark, answers come through Emmy, the AI analyst, with real customer clips, and briefs are shared in Slack.

How quickly can I start?

Hark is live in 3 days and works with Klaviyo, Shopify and Slack.

Put your feedback on always-on

Talk to Hark →

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Fran Brzyski
Founder & CEO
Stop sending surveys. Start sending Hark.
October 15, 2026
Follow along as we spotlight all 14 Hark Founders Club members — operators shaping the future of Voice of Customer.

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