.png)
Qualtrics Integration Guide
Connect Qualtrics experience data with enterprise systems through REST APIs, asynchronous response exports, selected event notifications, and Martini workflows.
Qualtrics integration options at a glance
Qualtrics integrations are primarily built with tenant-specific REST APIs using JSON requests and responses. Martini can retrieve and manage Surveys, Responses, Distributions, Mailing Lists, Contacts, and Directories, while asynchronous response-export APIs support large data sets through export creation, status polling, and file download. Qualtrics also provides webhook or event-subscription capabilities for selected use cases, although event coverage is not universal. Exported CSV, JSON, XML, or other supported files can be parsed and transformed in Martini. API tokens and OAuth 2.0 can be stored in Martini secrets, with data-center URLs configured per environment.
| Integration point | Supported by Qualtrics? | Common use cases | How Martini supports it |
|---|---|---|---|
| REST APIs | Yes | Qualtrics REST APIs manage Surveys, Responses, Distributions, Mailing Lists, Contacts, Directories, and related XM resources. API URLs are associated with the organization’s data center. | Martini can consume the Qualtrics REST APIs, configure the base URL per environment, map JSON payloads, and orchestrate multi-step operations. |
| Webhooks and event notifications | Limited | Qualtrics supports webhook-style or event-subscription capabilities for selected products, tenants, and event types. Coverage is not universal across Surveys, Responses, Distributions, Contacts, or Directories. | Martini can expose an API endpoint to receive supported notifications, validate the request, retrieve additional Qualtrics data, and route the event through a workflow. |
| Bulk and asynchronous response exports | Yes | Large response sets can be exported through an asynchronous process that creates an export, reports progress, and makes a completed result available for download. | Martini can start export jobs, poll with bounded intervals, handle failures or cancellation, download results, and process them in batches. |
| File and response export APIs | Limited | Response exports may produce CSV, JSON, XML, or other supported downloadable formats. File-upload question data and respondent files require endpoint- and permission-specific validation. | Martini can download and parse supported files, transform their contents, and write normalized data to applications, warehouses, or databases. |
| Authentication | Yes | Qualtrics supports API tokens, commonly supplied through an X-API-TOKEN header, and OAuth 2.0 for applicable integrations. Permissions, scopes, and tenant configuration constrain access. | Martini can use protected environment configuration and secrets for tokens, OAuth credentials, scopes, and data-center-specific base URLs. |
| Scheduled synchronization | Yes | For events that are unavailable or insufficient, Qualtrics data can be retrieved through scheduled REST polling and asynchronous response exports using timestamps, response IDs, cursors, or bounded reconciliation windows where supported. | Martini provides scheduler-triggered workflows, incremental state handling, idempotent writes, retry controls, and monitoring for recurring synchronization. |
How Qualtrics exposes data and business events
Qualtrics REST APIs
Qualtrics REST APIs are the primary integration mechanism for managing Surveys, Responses, Distributions, Mailing Lists, Contacts, Directories, and related XM resources. Requests commonly use JSON and must be sent to the organization’s data-center-specific base URL.
Martini implementation pattern
Martini implementation pattern: a workflow or Martini API receives an instruction, calls the required Qualtrics REST resources, handles pagination and response validation, maps the result to a canonical model, and writes or returns the outcome to the consuming system.
Implementation sequence
Asynchronous response exports
Qualtrics provides asynchronous response-export operations for large response sets. The integration creates an export, checks its progress, downloads the completed result, and processes the resulting file.
Martini implementation pattern
Martini implementation pattern: a scheduled workflow starts an export for a configured Survey and date range, stores the export progress identifier, polls with bounded retries, downloads the completed file, parses the selected format, and performs idempotent downstream writes.
Implementation sequence
Qualtrics webhook notifications
Qualtrics supports webhook-style or event-subscription capabilities for selected products and event types. Availability, payloads, authentication, and retry behavior must be confirmed for the tenant and required event.
Martini implementation pattern
Martini implementation pattern: expose a controlled Martini API endpoint, validate the notification and replay protections, acknowledge quickly, and retrieve complete Qualtrics resource data when the notification contains only an identifier or change signal.
Implementation sequence
Qualtrics export files
Qualtrics response exports may be delivered as CSV, JSON, XML, or another supported format. File-upload question data and downloadable respondent files require separate endpoint and permission validation.
Martini implementation pattern
Martini implementation pattern: download the completed export, select a parser based on the configured format, normalize survey-specific columns and nested values, and send validated records to a warehouse, database, or operational application.
Implementation sequence
Common Qualtrics integration patterns
Pattern 1: Synchronize Qualtrics Responses to a data warehouse
When to use this pattern
Use this pattern when response data must be centralized for reporting, retention, analytics, or cross-system analysis. It is suited to large or irregular response sets where asynchronous exports are more reliable than individual response retrieval.
Integration direction
Example Mapping
| Qualtrics Field | Canonical Field | Target Field |
|---|---|---|
| ResponseID | sourceResponseId | QUALTRICS_RESPONSE_ID |
| SurveyID | surveyId | QUALTRICS_SURVEY_ID |
| RecordedDate | completedAt | RECORDED_AT |
| Overall satisfaction answer | satisfactionScore | SATISFACTION_SCORE |
Martini implementation pattern
A scheduler-triggered Martini workflow starts an asynchronous export for a Survey and bounded date range, polls until completion, downloads and parses the file, then normalizes survey-specific fields before loading Snowflake. It uses Response IDs and a stored synchronization window to prevent duplicates, retries temporary failures with backoff, and records export identifiers for diagnosis.
Martini capabilities used
- workflows
- scheduled triggers
- API consumption
- polling and orchestration
- file parsing
- data mapping
- business rules
- error handling
Pattern 2: Route low Qualtrics feedback to ServiceNow
When to use this pattern
Use this pattern when completed survey feedback should create operational follow-up for service failures, employee-experience concerns, or customer-risk indicators. Rules should distinguish actionable responses from informational feedback.
Integration direction
Example Mapping
| Qualtrics Field | Canonical Field | Target Field |
|---|---|---|
| ResponseID | sourceResponseId | Correlation ID |
| Overall satisfaction answer | priorityScore | Priority |
| Verbatim response comment | feedbackText | Description |
| Respondent reference | customerReference | Caller or customer reference |
Martini implementation pattern
Martini retrieves or exports Responses, validates required identifiers, evaluates satisfaction and risk thresholds, and calls ServiceNow APIs to create or update an incident, case, or task. The workflow stores the Qualtrics Response ID with the destination key, redacts sensitive content from logs, and retries only safe downstream operations.
Martini capabilities used
- workflows
- REST API consumption
- data mapping
- business rules
- idempotency
- secure configuration
- error handling
Pattern 3: Enrich Salesforce with Qualtrics customer feedback
When to use this pattern
Use this pattern when survey responses need to be associated with Salesforce Contacts, Accounts, Opportunities, or Cases for customer follow-up. Explicit identity matching is important because an email address may not uniquely identify the correct Salesforce record.
Integration direction
Example Mapping
| Qualtrics Field | Canonical Field | Target Field |
|---|---|---|
| Contact or respondent email | respondentEmail | |
| ResponseID | sourceResponseId | Qualtrics Response ID |
| SurveyID | surveyId | Survey Identifier |
| Verbatim response comment | feedbackComment | Feedback comment |
Martini implementation pattern
A Martini workflow retrieves completed Responses or processes an export, matches respondents using configured identifiers and fallback rules, and writes approved scores or comments to Salesforce. It applies consent and data-quality rules, preserves source identifiers, and routes ambiguous matches to exception handling instead of creating incorrect records.
Martini capabilities used
- API consumption
- workflow orchestration
- identity matching
- data transformation
- business rules
- exception routing
- retry handling
Pattern 4: Process selected Qualtrics events through an API façade
When to use this pattern
Use this pattern when supported Qualtrics notifications should trigger operational workflows without exposing Qualtrics-specific payloads to every downstream consumer. It is also useful when downstream applications need a controlled endpoint for normalized feedback data.
Integration direction
Example Mapping
| Qualtrics Field | Canonical Field | Target Field |
|---|---|---|
| event resource identifier | sourceResourceId | External reference |
| event type | eventName | Workflow route |
| SurveyID | surveyId | Survey context |
| ResponseID | responseId | Correlation ID |
Martini implementation pattern
Martini exposes a secured API endpoint for supported Qualtrics notifications, validates the request, checks for replayed events, and retrieves complete resource data when necessary. It applies routing rules and invokes downstream APIs; if the required Qualtrics event is unavailable, the same normalized workflow can be initiated by scheduled polling or asynchronous exports.
Martini capabilities used
- API exposure
- webhook consumption
- workflow orchestration
- authentication and authorization
- business rules
- idempotency
- error handling
Applications commonly integrated with Qualtrics
Qualtrics data can be routed through Martini to operational, analytical, collaboration, and customer-engagement applications. The appropriate direction depends on whether the workflow distributes surveys, enriches customer or employee records, creates follow-up work, or centralizes response data.
| Application | Scenario | Direction | Martini Pattern |
|---|---|---|---|
| Salesforce | Associate survey feedback with Contacts, Accounts, Opportunities, or Cases and trigger customer follow-up. | Qualtrics → Martini → Salesforce | Martini retrieves or receives Qualtrics Responses, applies identity-matching and scoring rules, then creates or updates Salesforce records with the Qualtrics Response ID preserved for idempotency. Salesforce can also provide identifiers or invitation context for outbound survey workflows. |
| ServiceNow | Convert negative feedback or employee-experience findings into incidents, cases, or tasks. | Qualtrics → Martini → ServiceNow | A scheduled or event-driven Martini workflow evaluates completed Responses, validates thresholds and required fields, and calls ServiceNow APIs to create or update work items. Stable Qualtrics identifiers and downstream keys prevent duplicate tasks during retries. |
| Slack | Notify teams about low scores, urgent comments, or survey milestones. | Qualtrics → Martini → Slack | Martini consumes Qualtrics response data or supported notifications, applies routing and redaction rules, formats a concise message, and sends it to the appropriate Slack endpoint while keeping sensitive response content out of logs. |
| Jira | Create issues for recurring product, service, or employee-experience problems identified in Responses. | Qualtrics → Martini → Jira | Martini exports or retrieves Responses, classifies feedback using configurable business rules, and calls Jira REST APIs to create or update issues. A stored Response ID and issue key support deduplication and reconciliation. |
| Snowflake | Centralize response data for retention, analysis, and cross-system reporting. | Qualtrics → Martini → Snowflake | A scheduled Martini workflow starts an asynchronous Qualtrics export, polls until completion, downloads the file, normalizes survey-specific fields, and loads the result into Snowflake or an approved ingestion layer with batch and retry controls. |
| Tableau | Combine Qualtrics feedback with operational data for dashboards and reporting. | Qualtrics → Martini → Tableau | Martini places normalized Qualtrics Responses in a data platform or warehouse that Tableau can query. The workflow manages incremental exports, schema-aware transformations, and reconciliation rather than coupling Tableau directly to survey-specific payloads. |
| Marketo | Use survey responses to enrich marketing segmentation and follow-up campaigns. | Qualtrics → Martini → Marketo | Martini maps Qualtrics respondent and response attributes to Marketo fields, applies consent and eligibility rules, and invokes the receiving application APIs. Where needed, Marketo campaign context can be passed into Qualtrics invitation or distribution workflows. |
How to build a Qualtrics integration in Martini
Objective
Configure the Qualtrics data-center base URL and authentication without embedding tenant-specific credentials in workflow logic.
Instructions in Martini
- Create environment-specific configuration for the Qualtrics base URL.
- Store an X-API-TOKEN value or OAuth credentials in Martini secrets.
- Confirm Qualtrics roles, permissions, and OAuth scopes for the required resources.
- Configure downstream application credentials separately.
Objective
Select an event-driven, scheduled, or API-led entry point based on the Qualtrics capability available for the product and tenant.
Instructions in Martini
- Use a supported Qualtrics notification when the required event is available.
- Use a scheduler for response exports, polling, or reconciliation.
- Expose a Martini API when downstream systems need controlled access to Qualtrics operations.
- Define the synchronization window or event routing criteria.
Objective
Obtain complete Qualtrics objects while handling pagination, asynchronous export jobs, and selective event payloads.
Instructions in Martini
- Call the relevant Qualtrics REST resource.
- Follow the endpoint’s pagination model until the collection is complete.
- For response exports, start the job, poll progress, and download the result.
- Retrieve full resource data when an event provides only an identifier.
Objective
Coordinate Qualtrics calls, transformations, downstream writes, and state management as a maintainable Martini workflow.
Instructions in Martini
- Separate retrieval, validation, transformation, and destination stages.
- Store export IDs, cursors, timestamps, and source-to-target identifiers as required.
- Use bounded polling intervals and concurrency controls.
- Route invalid data and downstream failures to explicit exception handling.
Objective
Convert survey-specific Qualtrics structures into a canonical model suitable for the destination system.
Instructions in Martini
- Use Survey metadata to interpret question, choice, matrix, ranking, and embedded-data fields.
- Map Response IDs, Survey IDs, timestamps, scores, comments, and respondent references.
- Parse CSV, JSON, XML, or other supported export formats.
- Avoid relying only on question text when stable identifiers are available.
Objective
Control which responses are written and how they are routed based on identity, consent, score, completeness, and sensitivity rules.
Instructions in Martini
- Validate required identifiers and response status.
- Apply satisfaction, risk, consent, and routing thresholds.
- Send ambiguous identity matches to an exception path.
- Redact sensitive survey answers from operational logs.
Common Qualtrics data objects used in integrations
| Object | Typical Use | Common target systems | Martini handling |
|---|---|---|---|
| Surveys | Manage survey definitions, questions, blocks, flows, metadata, and configuration. | Salesforce, ServiceNow, data warehouses, internal applications | Martini retrieves or updates Survey resources through REST APIs and can use survey metadata to drive survey-specific response mappings. |
| Responses | Synchronize respondent answers, completion status, metadata, scores, comments, and other collected feedback. | Snowflake, Salesforce, ServiceNow, Jira, Tableau data platforms | Martini retrieves Responses directly where appropriate or processes asynchronous response-export files, preserving Response IDs for deduplication and reconciliation. |
| Distributions | Manage invitations and distribution records for email, links, or other survey channels. | Salesforce, Marketo, internal campaign systems, reporting platforms | Martini maps distribution identifiers and statuses, applies campaign or consent rules, and coordinates downstream updates through workflows. |
| Mailing Lists | Manage contact lists used to distribute surveys and organize recipients. | Salesforce, Marketo, customer-data platforms | Martini synchronizes list membership through Qualtrics REST APIs, applies field mappings, and handles pagination and duplicate prevention. |
| Contacts | Represent individuals stored in Qualtrics contact directories or mailing lists. | Salesforce, Marketo, ServiceNow, data warehouses | Martini retrieves paginated contact collections, maps identity attributes, and uses external identifiers or configured matching rules before writing to targets. |
| Directories | Organize contacts and related directory resources used by XM programs. | Salesforce, Marketo, employee systems, analytical stores | Martini orchestrates directory and contact operations, externalizes tenant-specific configuration, and records source-to-target identifier mappings. |
Authentication and security considerations
Authentication and security
Qualtrics API access commonly uses an X-API-TOKEN header or OAuth 2.0 bearer tokens. Permissions, roles, scopes, product licensing, and access to specific Surveys, Directories, Distributions, or other resources constrain what an integration can do.
- Store API tokens, OAuth client secrets, and bearer-token configuration in Martini secrets or environment configuration.
- Configure the Qualtrics data-center base URL per environment instead of hard-coding a single tenant URL.
- Use least-privilege Qualtrics permissions and downstream credentials.
- Validate supported webhook requests and protect endpoints against replayed notifications.
- Limit logging of respondent identities, free-text comments, health-related information, and other sensitive response data.
Operational considerations for Qualtrics integrations
Operational considerations
- Respect Qualtrics rate limits and quotas, and use bounded retries with backoff for throttling and temporary service errors.
- Handle pagination for Contacts, Distributions, Surveys, and other collections.
- Model asynchronous exports with status polling, maximum wait periods, cancellation or failure handling, and download validation.
- Use Response IDs, Survey IDs, export progress IDs, and destination mappings for idempotency and duplicate prevention.
- Expect survey-specific schemas; question identifiers, choice structures, matrix fields, embedded data, and file-upload fields can vary.
- Use incremental timestamps, processed identifiers, and bounded reconciliation windows to catch late or corrected responses.
- Test each tenant, product, event type, export format, permission set, and downstream mapping before production deployment.
- Record correlation, request, export, and destination identifiers without exposing credentials or sensitive answers.
Why use Martini instead of scripts or point-to-point integrations?
Maintainable integration orchestration
Martini provides a structured way to combine Qualtrics API consumption, selected event notifications, scheduled synchronization, file processing, and downstream APIs in workflows rather than maintaining isolated scripts.
- Centralize authentication, data-center configuration, secrets, and reusable integration logic.
- Separate retrieval, asynchronous polling, transformation, business rules, and destination writes.
- Apply consistent mapping, validation, retry, idempotency, and exception-handling patterns.
- Expose controlled Martini APIs that shield downstream applications from Qualtrics-specific payloads.
- Support scheduled, event-driven, and API-led processing within a deployable integration design.
- Use workflow logs and operational monitoring to troubleshoot export jobs, rate limits, schema changes, and downstream failures.
Frequently asked questions
Qualtrics can be integrated primarily through its REST APIs for Surveys, Responses, Distributions, Mailing Lists, Contacts, Directories, and related XM resources. Large response sets can use asynchronous exports, while selected products and tenants may support webhook or event notifications. Files can be parsed and routed to operational systems, databases, or warehouses.
Yes. Martini can consume Qualtrics REST APIs, process asynchronous response exports, receive supported Qualtrics webhook or event notifications through a Martini API, and orchestrate mappings, business rules, retries, and downstream writes.
No. A dedicated Qualtrics connector is not required. Martini can integrate using Qualtrics REST APIs, supported webhook or event mechanisms, downloadable response exports, API tokens, OAuth 2.0, and other confirmed Qualtrics endpoints.
Lonti does not charge an additional per-connector or per-vendor fee to integrate Qualtrics. The integration is subject to the provisioned capacity of the Martini environment. Separate costs may apply from Qualtrics, cloud infrastructure, or other third-party systems based on subscription, usage, and deployment model.
Qualtrics REST APIs should be the starting point for new integrations. Use asynchronous response exports for large response sets, selected webhook or event notifications where the tenant supports the required event, and scheduled polling or reconciliation when notifications are unavailable. No current general-purpose Qualtrics GraphQL or SOAP API was confirmed in the research.
Only for the Qualtrics products, tenants, and event types where the relevant webhook or event-subscription capability is available. Coverage is selective rather than universal. When the required event is unavailable, Martini can use scheduled polling or asynchronous response exports.
For large sets, Martini can start a Qualtrics response export, poll for completion, download the result, and process it in batches. Mapping should be survey-specific or metadata-driven because question identifiers, choices, matrices, embedded data, and file-upload fields vary between Surveys. Stable Response IDs should be retained for incremental synchronization and deduplication.
Martini workflows can distinguish authentication failures, invalid resources, throttling, export failures, malformed data, and downstream errors. Bounded retries with backoff can address temporary failures, while stored Response IDs, export identifiers, and source-to-target mappings support idempotent writes and duplicate prevention. Martini can also expose an API façade that normalizes Qualtrics operations for downstream applications.
Related Martini documentation
Qualtrics APIs
Events & Workflows
Data Processing
Build a maintainable Qualtrics integration with Martini
Use Martini to connect Qualtrics REST APIs, response exports, supported event notifications, and downstream enterprise systems through secure, observable workflows.