Employee Engagement Survey Analyzer

How the agent runs it

HR connects survey tool. Agent analyzes results, segments by team/tenure/level, identifies significant themes in open-text responses, and produces an actionable report with specific recommendations per manager.

Who this is for

This business suits HR consultants, talent acquisition specialists, or former HR leaders who already understand survey design and employee insights but lack the technical bandwidth to analyze large datasets. If you've been manually creating engagement reports in spreadsheets or recommending better tools to clients, this automates your most time-consuming task while positioning you as a data-driven advisor.

Market opportunity

66% of organizations now conduct annual engagement surveys, but fewer than 40% act meaningfully on results—creating a massive gap between data collection and actionable insights. The employee engagement software market is worth $1.2B+ and growing 10% annually, with most platforms offering data capture but no intelligent analysis, making integrated AI-powered interpretation a high-demand gap filler for mid-market HR teams.

Tech stack

Monetization

$299/mo up to 100 employees, $999/mo enterprise. Partner with HRIS vendors.

Key risks

• → Small team surveys lose anonymity
• → Survey design quality affects insight quality

Getting started

1. 1
   Choose primary survey platform integration

   Decide whether to launch with one survey tool (Culture Amp, Lattice, or Typeform) or build connectors for all three. Starting with one reduces complexity and lets you validate the core value proposition before expanding—pick the platform most common among your target customer size.
2. 2
   Build Claude API prompt pipeline

   Design a multi-step prompt sequence that segments survey data by team/tenure/level, extracts themes from open responses, and ranks engagement drivers by statistical significance. Test this against 2–3 real survey datasets (anonymized) to ensure recommendations feel specific and actionable rather than generic.
3. 3
   Set up Supabase backend storage

   Create a database schema to store customer survey data, API credentials, and generated reports securely. This enables you to track usage (employee count) for tiered billing and allows customers to view historical reports and trends over time.
4. 4
   Create report template and UX

   Design a clean, branded report output (PDF or interactive dashboard) that shows engagement scores by segment, top themes with direct quotes, risk flags, and manager-specific recommendations. This becomes your primary deliverable and differentiator—make it visually professional and immediately usable.
5. 5
   Pilot with 3–5 HR contacts

   Reach out to HR leaders or agencies you know personally and offer free/discounted analysis of their next survey in exchange for feedback on clarity, actionability, and willingness to pay. Use this to validate pricing ($299 vs. $999 tiers) and identify feature gaps before public launch.

// done for you

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Employee Engagement Survey Analyzer
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