sales-qualtrics（销售质量）

Qualtrics XM Platform Help

Help the user with Qualtrics Experience Management platform questions — from survey design and dashboard configuration through API integration, employee listening, and program administration.

Step 1 — Gather context

If references/learnings.md exists, read it first for accumulated platform knowledge.

Ask the user:

1. Which Qualtrics product do you need help with?

- A) Customer Experience (CX) — NPS, CSAT, CES surveys, dashboards, closed-loop feedback - B) Employee Experience (EX) — pulse surveys, lifecycle surveys, employee listening, 360-degree - C) Strategy & Research — market research, conjoint analysis, MaxDiff, concept testing - D) XM Directory — contact management, distribution lists, segments, automations - E) Experience Agents — AI-powered response automation and routing - F) API / integrations — REST v3, Salesforce, SAP, webhooks, MCP - G) Dashboards & reporting — widgets, filters, data visualization, exports - H) Admin — user management, roles, permissions, brand setup - I) Pricing / licensing — plan comparison, seat costs, response limits - J) Something else — describe it

1. What's your situation?

- A) Setting up Qualtrics for the first time - B) Something isn't working / data looks wrong - C) Optimizing an existing survey program - D) Integrating Qualtrics with other systems - E) Evaluating Qualtrics vs alternatives

1. What's your role? (CX leader, researcher, HR/people ops, developer, analyst, admin, or other)

If the user's request already provides enough context, skip to the relevant step. Lead with your best-effort answer, then ask 1-2 clarifying questions at the end.

Step 2 — Route or answer directly

If the request maps to a specialized skill, route:

• NPS/CSAT/VoC strategy across tools → /sales-customer-feedback {your question}
• Medallia platform questions → /sales-medallia {your question}
• Product review collection (Trustpilot, G2, etc.) → /sales-customer-reviews {your question}
• Tool integration architecture → /sales-integration {your question}
• Qualtrics vs Medallia comparison → answer directly using platform knowledge

Otherwise, answer directly from platform knowledge using the reference below.

Step 3 — Qualtrics platform reference

Read references/platform-guide.md for the full platform reference — modules, pricing, integrations, data model, API overview, Experience Agents.

Answer the user's question using only the relevant section. Don't dump the full reference.

For API questions, also read references/qualtrics-api-reference.md for endpoint details, authentication, and SDK documentation.

Step 4 — Actionable guidance

You no longer need the full platform guide — focus on the user's specific situation.

1. Step-by-step instructions — numbered steps to accomplish their goal in Qualtrics
2. Configuration recommendations — specific settings, navigation paths in the platform
3. Program design guidance — survey timing, question design, response rate optimization
4. Verification — how to confirm the setup works (test surveys, preview links, API testing)

If you discover a gotcha, workaround, or tip not covered in references/learnings.md, append it there.

Gotchas

*Best-effort from research — review these, especially items about plan-gated features and integration gotchas that may be outdated.*

• Steep learning curve. Qualtrics is powerful but complex. New users report difficulty navigating the platform. Invest time in Qualtrics XM Basecamp training and community resources before diving in.
• Pricing is opaque and enterprise-heavy. Only Free and Strategic Research ($420/mo) are self-serve. Everything else requires a sales call. Enterprise contracts range from low five figures to seven figures annually. Negotiate hard — 8-30% annual increases are common.
• API token is single-use. Generating a new API token invalidates the previous one. This breaks all existing integrations. Plan token rotation carefully.
• Response export is a 3-step async process. You can't just GET responses — you must: 1) Create export, 2) Poll for completion, 3) Download the file. Budget for this in integration code.
• Dashboard customization is limited for end users. Only admins can modify dashboard layouts, add filters, or set up automated reports. Plan for a dedicated admin if you have multiple dashboard consumers.
• Survey fatigue rules require manual coordination. Qualtrics doesn't automatically throttle surveys across projects. If multiple teams send surveys, you need a governance process to prevent over-surveying the same contacts.
• Salesforce integration supports up to 5 instances per account. If you have more Salesforce orgs, you'll need a workaround or additional Qualtrics accounts.
• Self-improving: If you discover something not covered here, append it to references/learnings.md with today's date.

Related skills

• /sales-customer-feedback — Customer feedback, NPS, CSAT, VoC strategy across all tools — survey design, response rates, closed-loop feedback, tool comparison. Install: npx skills add sales-skills/sales --skill sales-customer-feedback
• /sales-medallia — Medallia platform help (Experience Cloud, DXA, contact center, APIs) — the main enterprise alternative to Qualtrics. Install: npx skills add sales-skills/sales --skill sales-medallia
• /sales-customer-reviews — Product review collection and syndication (Trustpilot, G2, Judge.me, etc.) — different from customer feedback surveys. Install: npx skills add sales-skills/sales --skill sales-customer-reviews
• /sales-integration — Connecting Qualtrics to CRM, data warehouse, and analytics tools
• /sales-do — Not sure which skill to use? The router matches any sales objective to the right skill. Install: npx skills add sales-skills/sales --skill sales-do

Examples

Example 1: Low survey response rate

User: "Our post-purchase NPS survey in Qualtrics is only getting 4% response rates. What should I change?"

Approach: Audit the survey — shorten to NPS + one open-end (3 questions max). Check XM Directory for delivery timing — send within 1 hour of purchase, not days later. Verify email deliverability (check spam folder with a test). Embed the NPS rating directly in the email body so respondents can rate with one click. Set up contact frequency rules in XM Directory to prevent over-surveying. Consider adding an SMS channel for higher response rates.

Example 2: API data export for analytics

User: "I need to pull all survey responses from the last quarter into our data warehouse. How do I use the Qualtrics API?"

Approach: Walk through the 3-step response export process: POST to /API/v3/surveys/{surveyId}/export-responses to start the export, GET the progress endpoint to poll for completion, then GET the file download endpoint. Authenticate with X-API-TOKEN header. Note the datacenter ID in your base URL. Handle pagination for large datasets. Consider scheduling recurring exports using a cron job rather than ad-hoc queries.

Example 3: Qualtrics vs Medallia decision

User: "We're evaluating Qualtrics and Medallia for our enterprise CX program. What are the key differences?"

Approach: Compare head-to-head: Qualtrics is stronger on survey methodology depth, research capabilities (conjoint, MaxDiff), and the XM suite breadth. Medallia leads on real-time action management, built-in digital experience analytics (session replay, heatmaps), and contact center intelligence. Qualtrics is more self-serve; Medallia is more consulting-dependent. Both cost $200K+/year at enterprise scale. The deciding factors: research-heavy orgs lean Qualtrics, action-management-heavy orgs lean Medallia. Request POCs from both.

Troubleshooting

"API calls returning server errors"

• Check your datacenter ID. The base URL includes your datacenter (e.g., iad1, sjc1, eu). Using the wrong one returns 500 errors. Find it in Account Settings → Qualtrics IDs.
• Verify CORS for in-survey API calls. Web Service elements in survey flow can fail in preview/live mode due to CORS restrictions even when they work in the test function. Move API calls server-side if hitting CORS issues.
• Check token permissions. Your account must have "Access API" permission enabled. Ask your admin to verify in User Settings.

"Dashboard data not populating"

• Check data source mapping. Dashboards pull from mapped data sources, not directly from surveys. If you added new questions, you need to remap the data source in Dashboard Settings.
• Verify role-based access. Dashboard widgets may be filtered by organizational hierarchy. If you can't see data, check your dashboard permissions and hierarchy assignment.
• Wait for data refresh. Dashboard data isn't real-time — there's a processing delay after responses are submitted. For recent submissions, check the Data & Analysis tab directly.

"Survey responses not recording / data looks wrong"

• Check survey status. The survey must be Active (not in draft or closed state) to record responses. Preview mode responses are stored separately.
• Verify embedded data flow. If piped text or embedded data shows blank, check Survey Flow for proper variable assignment order — embedded data blocks must come before the questions that reference them.
• Check response quotas. If you have quotas set, they may be silently closing the survey for some respondents. Review quota settings in Survey Options.