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Ecommerce Roundtable Feedback Agent

Ecommerce Roundtable Feedback Agent

AI Agent for Ecommerce Roundtable Feedback Collection

This AI agent replaces the logistics of organizing live customer roundtables by running asynchronous, structured feedback sessions through conversation. Ecommerce brands use customer roundtables and advisory panels to pressure-test new product lines, validate pricing strategies, evaluate packaging changes, and gather candid input on the shopping experience. The problem is that scheduling live roundtables is expensive and slow, participation rates drop when customers have to block time on a calendar, and the resulting insights are unstructured and hard to act on. This agent delivers the same depth of qualitative feedback by guiding each participant through a conversational discussion framework. Participants respond at their own pace, the data arrives structured and tagged, and your product and merchandising teams get actionable insights in days instead of weeks.

Chosen by 800+ global brands across industries

Ecommerce Roundtable Feedback Agent

Use Cases

Revenue impact

Replace expensive, low-attendance live roundtables with scalable conversational panels that deliver richer data and faster product decisions.

Reduced customer research costs

Traditional customer roundtables and focus groups cost $5,000-$15,000 per session when you factor in recruitment, incentives, moderation, facility or video platform costs, and transcription. An asynchronous conversational roundtable eliminates moderation and scheduling overhead while dramatically increasing participation. Ecommerce brands running monthly customer panels through AI agents report 60-75% reduction in per-session research costs while collecting feedback from three to five times more participants per round.

Faster product and merchandising decisions

The time from feedback collection to actionable insight drops from weeks to days when responses arrive structured and pre-categorized. Instead of waiting for a research team to transcribe, code, and summarize live session recordings, your product team can filter structured data by segment and topic within hours of the panel closing. Companies excelling at customer experience grow revenue 1.4x faster than competitors according to Forrester, and speed of insight is the primary bottleneck for most ecommerce product teams trying to close the loop between customer feedback and merchandising decisions.

Higher-confidence product launches

Ecommerce product launch failure rates range from 40-60% according to Harvard Business School research, and most failures trace back to insufficient customer validation. Running pre-launch roundtable panels with your target customer segments gives your merchandising team quantitative and qualitative signal on demand, pricing sensitivity, and feature priorities before committing inventory budgets. Brands that integrate structured customer panels into their product development process report significantly lower markdown rates on new product introductions because they launch what customers actually validated, not what internal teams assumed would sell.

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Ecommerce Roundtable Feedback Agent

Ecommerce Roundtable Feedback Agent

features

Qualitative insights at scale

Purpose-built capabilities for running structured customer panels, advisory boards, and feedback roundtables through asynchronous conversation.

Multi-topic discussion flows

Live customer roundtables typically cover three to five topics in a sixty-minute session, and the conversation often gets dominated by the most vocal participants. The conversational agent ensures every panelist responds to every topic with equal depth. You can structure multi-part discussions where each topic builds on the previous one, include image or video prompts for concept testing, and use conditional logic to dive deeper into areas where a participant has strong opinions. The structured format means you collect comparable data across all participants rather than fragmented notes from whoever spoke loudest.

Participant segmentation and filtering

Tag each participant by customer tier, lifetime value, product category, geography, or any custom attribute passed through your integration. When results come in, filter by segment to compare how your most loyal customers view a proposed change versus first-time buyers. This segmentation reveals patterns that live roundtables obscure because moderators rarely have time to systematically compare perspectives across customer cohorts. Research from McKinsey indicates that companies using structured customer feedback segmentation make product decisions 2-3x faster than those relying on unstructured qualitative input.

Concept and creative testing

Present product images, packaging mockups, marketing creative, or pricing options directly within the conversational flow and collect structured reactions. Participants can rank options, compare alternatives side by side, and explain their preferences in open-ended responses. This replaces the need for separate tools like UsabilityHub or Maze for lightweight concept validation, keeping the entire feedback loop inside a single conversational experience that is easier for participants to complete and for your team to analyze.

Longitudinal panel tracking

Run recurring roundtables with the same customer panel over time to track how sentiment evolves around specific topics. When you launch a new product line or make a significant change to your fulfillment process, re-survey the same cohort to measure impact. Tars captures response history so you can compare a participant's current answers against their previous feedback, building a longitudinal dataset that is far more valuable for strategic decisions than one-off snapshot surveys.

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How

Ecommerce Roundtable Feedback Agent

works

Asynchronous customer roundtables

Run structured feedback panels with customers, partners, or internal teams without the scheduling overhead and low attendance rates of live sessions.

Ecommerce Roundtable Feedback Agent

FAQs

Frequently Asked Questions

How is a conversational roundtable different from sending out a survey?

A survey presents all questions at once on a static page, which leads to survey fatigue and low completion rates for anything beyond five to ten questions. A conversational roundtable presents one topic at a time in a chat format, adapts follow-up questions based on previous answers, and can include visual prompts like product images or mockups. The result is deeper, more nuanced responses with completion rates three to four times higher than traditional online surveys. It mirrors the depth of a live focus group without the scheduling and cost overhead.

Can we run roundtable feedback sessions with our wholesale or retail partners?

Yes. The agent works equally well for B2B feedback collection from wholesale buyers, retail partners, and distributors. You can customize the discussion topics to cover product assortment preferences, packaging requirements, margin expectations, and competitive positioning. Partner-specific feedback flows can be distributed through unique links so responses are automatically segmented by partner type, region, or account tier.

What integrations does the roundtable feedback agent support?

Tars integrates natively with Google Sheets, HubSpot, Salesforce, and Slack. Through Zapier and webhook connections, the agent can push structured feedback data to product management tools like Jira or Productboard, analytics platforms, or your own internal databases. Responses can also be exported as CSV for import into qualitative analysis tools. Each response is tagged with participant metadata for segmented analysis downstream.

How do we ensure honest feedback from roundtable participants?

The asynchronous format removes social desirability bias that occurs in live group settings where participants may agree with dominant voices or hold back criticism in front of brand representatives. Each participant responds independently without seeing other responses, which produces more candid and diverse perspectives. The conversational format also allows participants to elaborate at their own pace rather than being cut short by a moderator managing group dynamics and time constraints.

Is participant data collected through Tars secure and compliant?

Tars is SOC 2 Type 2 compliant with ISO 27001 certification and supports GDPR compliance for brands with European customers. All data is encrypted in transit and at rest. Role-based access controls ensure that only authorized team members can view participant responses. For ecommerce brands collecting customer PII alongside feedback data, these security standards meet the requirements of most enterprise procurement and legal teams.

Can we include visual content like product images or mockups in the roundtable?

Yes. The agent supports image uploads, embedded visuals, and file attachments within the conversation flow. You can present product mockups, packaging designs, marketing creative, or comparison images and ask participants to rank, rate, or provide open-ended reactions. This makes it suitable for concept testing and creative validation without needing a separate user testing platform.

How many participants can a single roundtable session support?

There is no practical limit on participant count since each person completes the feedback session independently through the conversational agent. You can run panels with twenty customers or two thousand. The structured data format means analysis scales linearly regardless of participant volume, which is one of the key advantages over live roundtables that are typically capped at eight to twelve people per session.

Can we customize the roundtable for different customer segments?

Yes. You can create segment-specific discussion flows or use conditional branching within a single agent to route participants to different question sets based on their customer tier, product category, purchase frequency, or any variable passed through the integration. A VIP customer panel might include questions about premium services and exclusive launches, while a general customer panel focuses on core product satisfaction and shopping experience.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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