Renewal Analytics and Feedback Agent Icon

Renewal Analytics and Feedback Agent

Transforms customer feedback and proposal engagement data into clear, actionable insights that strengthen renewal strategy and execution.

Renewal teams often lack a consolidated, reliable view of customer feedback and proposal engagement, making it difficult to understand what drives delays, objections, or successful renewals. Manually reviewing comments, support interactions, and proposal activity is time-consuming and inconsistent, resulting in missed signals that could improve future renewal outcomes.

The Renewal Analytics and Feedback Agent centralizes this analysis by ingesting unstructured feedback from surveys, review platforms, support transcripts, and customer communications while simultaneously monitoring proposal interactions across all channels. It identifies recurring themes, emerging risks, sentiment shifts, decision drivers, and behavioral engagement patterns. These insights are automatically synthesized into concise, renewal-focused intelligence that teams can use to refine messaging, address systemic issues, and strengthen renewal playbooks.

By delivering precise insights, the agent enhances operational effectiveness and equips account teams with a deeper understanding of what influences renewal decisions. Organizations gain more informed renewal strategies, reduced cycle friction, and greater confidence in forecasting and execution—all driven by a consistent, data-backed insight engine.

Accuracy
TBD

Speed
TBD

Input Data Set

Sample of data set required for Renewal Analytics and Feedback Agent:

Source Document: Aggregated Customer Feedback for ProjecTrac Q3 Renewal Campaign


Source Type: Internal Support Ticket Ticket ID: #8921-A4B8 Customer Name: Apex Solutions Date: 2023-10-26

Transcript:

Customer Support: Thank you for contacting InnovateCorp Support. How can I help you today?

Client (John Miller): Hi, we just received our renewal proposal for ProjecTrac. We're on the Business Tier, but the proposal mentions a price increase and a feature called "Advanced Analytics" that we weren't expecting. I'm having trouble seeing the justification for the new cost.

Customer Support: I can certainly clarify that. The "Advanced Analytics" module is now standard for the Business Tier, replacing the older reporting function. It provides much deeper insights.

Client (John Miller): I see. The embedded explainer video was helpful for a general overview, but it didn't cover the specifics of the Business Tier changes. We had to dig through the documentation to understand the value, which slowed down our internal approval process.

Customer Support: I appreciate that feedback, John. I will make a note for the renewals team to improve clarity on tier-specific changes in future proposals.


Source Type: External Review Platform (TrustRadius) Author: Sarah Jenkins, Project Manager Customer Name: Quantum Dynamics Date: 2023-10-24

Review Text:

We've been using ProjecTrac for three years and it's core to our workflow. The product itself is a 5/5. However, the renewal process feels very impersonal. We received a generic-looking email that almost got lost in my inbox. For a high-value account, I'd expect a more tailored approach. It feels too automated and lacks the personal touch our account manager usually provides. We love the service, but the renewal communication could be improved.


Source Type: Direct Email Feedback Sender: david.chen@horizonlogistics.com Customer Name: Horizon Logistics Date: 2023-10-27

Email Body:

Hi Renewals Team,

Just reviewed our proposal. Overall, the new interactive portal is a great improvement. The embedded FAQ section was particularly useful and answered most of our initial questions without needing to contact support.

One small piece of feedback: the link to view the full Master Service Agreement was formatted like normal text and we almost missed it. Making critical links like that more prominent, perhaps as a clear button, would be a helpful UX improvement.

Thanks, David Chen

Deliverable Example

Sample output delivered by the Renewal Analytics and Feedback Agent:

Renewal Campaign Analysis Report: ProjecTrac Q3

Generated: 2023-10-28 Analysis Period: Q3 2023 Renewal Campaign

1. Executive Summary

This report synthesizes customer feedback and proposal engagement data from the recent ProjecTrac Q3 renewal campaign. Key findings indicate positive reception to new interactive content but reveal critical opportunities for improvement in pricing clarity, communication personalization, and proposal design. Engagement metrics show a healthy interaction rate with embedded assets, though the initial email open rate is below target. Recommendations focus on refining proposal content and tailoring outreach to improve customer experience and renewal velocity.

2. Key Feedback Themes from Customer Communications

Analysis of unstructured feedback from support tickets, external reviews, and direct emails has identified three primary themes:

  • Pricing & Feature Justification:

    • Customers, such as Apex Solutions, expressed confusion regarding price increases tied to new, mandatory features. The value proposition for these changes was not immediately clear within the proposal document, requiring them to seek clarification and consult external documentation.
  • Personalization of Outreach:

    • Feedback from high-value clients like Quantum Dynamics suggests that the automated email outreach feels impersonal and is misaligned with the high-touch relationship established by account managers. This can lead to low engagement and negative sentiment.
  • Proposal Content & Usability:

    • Interactive elements were well-received. Horizon Logistics praised the embedded FAQ for its utility.
    • However, usability issues were noted, such as poor visibility of critical links (e.g., MSA documents), causing potential friction in the review process.

3. Proposal Engagement Metrics

Engagement data collected from the proposal distribution platform provides the following performance overview:

Metric Value Analysis
Email Open Rate 48% Below industry average; correlates with feedback on generic outreach.
Proposal View Rate 92% Strong performance; indicates that once opened, emails are effective.
Explainer Video Plays 65% High engagement, confirming video is a valued asset in the proposal.
Interactive FAQ Clicks 71% Excellent interaction rate, showing customers are using self-service tools.
Avg. Time to Decision 11 Days Higher than the 7-day target; likely impacted by delays in seeking clarity.

4. Actionable Recommendations

Based on the combined feedback and engagement analysis, the following actions are recommended to optimize future renewal campaigns:

  1. Enhance Pricing Transparency:

    • Action: Create tier-specific content blocks within the proposal that clearly articulate what features have been added or changed and directly tie them to the adjusted renewal price.
    • Rationale: Addresses feedback from Apex Solutions and will reduce support inquiries and customer hesitation.
  2. Increase Outreach Personalization:

    • Action: Augment automated emails with personalized introductions that reference the customer's account manager and specific usage milestones.
    • Rationale: Directly counters the "impersonal" feedback from Quantum Dynamics and is likely to improve the low email open rate.
  3. Improve Proposal UI/UX:

    • Action: Redesign the proposal template to feature prominent call-to-action buttons for critical links like "View Full Contract" or "Download MSA".
    • Rationale: Resolves the usability issue reported by Horizon Logistics, ensuring a smoother, more intuitive review experience.

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