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Sprinklr Social Integration Guide

Connect Sprinklr Social with enterprise systems through REST APIs, OAuth 2.0 authentication, supported callbacks, and Martini workflows.

Sprinklr Social integration options at a glance

Sprinklr Social primarily integrates through documented REST APIs secured with OAuth 2.0-style bearer tokens. Depending on the API product, tenant, permissions, and connected social channels, these APIs can expose Social Accounts, Posts, Messages, Comments, Profiles, Campaigns, publishing status, and analytics data. Selected event or callback mechanisms may be available, but coverage should be verified for each object and channel. Bulk, asynchronous, reporting, and media operations may also be available for specific API families. Martini can consume these APIs, receive supported callbacks, manage pagination and synchronization watermarks, transform JSON, apply business rules, and expose normalized APIs to downstream systems.

Integration pointSupported by Sprinklr Social?Common use casesHow Martini supports it
REST APIsYesRetrieve Social Accounts, Posts, Messages, Comments, Profiles, Campaigns, publishing status, moderation information, and selected analytics data. Create or update objects where the applicable API product and permissions allow it.Martini can consume Sprinklr REST endpoints from workflows, handle JSON responses, map fields, apply business rules, and expose normalized REST APIs to other applications.
AuthenticationYesSprinklr API access uses OAuth 2.0-style bearer-token authentication with an OAuth application or client, credentials, permissions, and potentially tenant or organization context.Martini can store client secrets, tokens, scopes, and tenant configuration in secure environment configuration or secrets and use them in API workflows.
Webhooks / outbound callbacksLimitedSelected message, engagement, publishing, or case event products may provide callbacks. Coverage must be verified for the required Social object, channel, and tenant.Martini can expose an API endpoint or use a webhook-triggered workflow to validate notifications, apply idempotency, retrieve complete objects, and route events.
Bulk / async / batch APIsLimitedSelected reporting, historical data, or export operations may use asynchronous jobs, batch requests, or paginated queries.Martini can schedule requests, persist job identifiers, poll documented job status endpoints, process result pages, and write output to databases or files.
File / attachment APIsLimitedSocial content can include images and video, with upload, download, and attachment behavior varying by API and connected social network.Martini can process media metadata and orchestrate binary transfers where accessible file endpoints are provided, while enforcing size, MIME, and URL-expiration rules.
Incremental synchronizationYesUpdated or published timestamps, filters, cursors, and object identifiers can support incremental retrieval where exposed by the applicable endpoint.Martini can persist watermarks, cursors, and source identifiers, use overlap windows, and reconcile late, edited, deleted, or duplicate objects.
Database / analytics accessNot confirmedDirect customer-database access was not verified. Analytics and reporting should use documented APIs or supported export mechanisms.Martini can consume documented reporting APIs or files and load transformed results into an approved database or warehouse without requiring direct Sprinklr database access.
SDKsNot confirmedA vendor SDK should not be assumed unless the applicable Sprinklr documentation confirms one for the required API.Martini can consume documented HTTP APIs directly, so a Sprinklr-specific SDK is not required for the standards-based integration.

How Sprinklr Social exposes data and business events

Sprinklr Social REST APIs

REST is Sprinklr Social's primary documented integration mechanism. Depending on the API product, tenant, permissions, and enabled modules, REST endpoints can provide access to Social Accounts, Posts, Messages, Comments, Profiles, Campaigns, publishing status, and reporting data.

Martini implementation pattern

Martini implementation pattern: Martini authenticates with Sprinklr's OAuth 2.0-style bearer-token mechanism, calls the applicable REST endpoints, handles pagination and response validation, transforms JSON into a canonical model, and invokes downstream APIs or database workflows.

Implementation sequence

Authenticate with a Sprinklr OAuth application
Call the documented Sprinklr REST endpoint
Retrieve all required pages or related objects
Validate and transform the JSON payload
Apply routing, privacy, and business rules
Write the result to the target system and record processing state

Sprinklr Social callbacks

Sprinklr may provide event or callback mechanisms for selected message, engagement, publishing, or case events. Availability and coverage must be verified for the specific object, social channel, API product, and tenant.

Martini implementation pattern

Martini implementation pattern: Martini exposes a controlled API endpoint or webhook-triggered workflow, validates the notification, checks an event or object idempotency key, retrieves the complete Sprinklr object when the callback is only a reference, and routes the event to service, CRM, analytics, or internal processing.

Implementation sequence

Receive the supported Sprinklr callback
Validate authentication, signature, and payload shape where applicable
Check the event or object for duplicate processing
Retrieve the complete Sprinklr object when required
Map the event to the target system model
Acknowledge or record the result and route failures for retry

Sprinklr Social bulk and asynchronous operations

Selected reporting, historical retrieval, batch, or export operations may use asynchronous jobs or paginated queries. The precise job model and availability must be confirmed for the applicable Sprinklr API family.

Martini implementation pattern

Martini implementation pattern: Martini schedules a request, stores the job or cursor state, polls documented status endpoints when necessary, processes result pages within bounded execution windows, and loads the transformed output into a database, warehouse, or file.

Implementation sequence

Start the documented Sprinklr report or batch request
Store the job identifier or initial cursor
Poll the job status or retrieve the next result page
Transform and validate each completed result set
Write results and advance the checkpoint only after success
Reconcile totals and route failed jobs for review

Sprinklr Social media and attachments

Sprinklr Social content can include images and video, but upload, download, and attachment operations vary by API product and connected social network. Binary limits, MIME types, and temporary URLs require validation.

Martini implementation pattern

Martini implementation pattern: Martini retrieves media metadata or accessible file content, validates size and type, transfers the content to the target when permitted, and keeps media processing separate from the core engagement transaction so failures can be retried safely.

Implementation sequence

Retrieve the media reference or attachment metadata
Validate URL lifetime, MIME type, and size
Download or upload content through the documented endpoint
Store the target reference and source identifier
Associate the media with the transformed Post or Message
Record transfer errors without duplicating the business object

Common Sprinklr Social integration patterns

Pattern 1: Sync social engagements to customer service

When to use this pattern

Use this pattern when Messages, Comments, and Profiles need to become customer-service context in Salesforce, ServiceNow, or Zendesk. A scheduled query or supported callback can drive the workflow, with rules for priority, channel, keywords, identity matching, and duplicate suppression.

Integration direction
Sprinklr Social
Martini
Salesforce or ServiceNow
Example Mapping
Sprinklr Social FieldCanonical FieldTarget Field
Message.idsourceInteractionIdExternal interaction ID
Message.textinteractionTextDescription or Case comments
Profile.idsourceProfileIdExternal customer ID
Message.channelsocialChannelSource channel
Martini implementation pattern

Martini retrieves new or updated Messages and Comments, optionally enriches them with Profiles and related Posts, applies escalation and privacy rules, and upserts the target service object using a deterministic source key. Transient API failures are retried with bounded backoff, while validation and permission failures are routed to an exception process.

Martini capabilities used
  • workflows
  • API consumption
  • data mapping
  • business rules
  • idempotency handling
  • error handling

Pattern 2: Orchestrate social publishing approvals

When to use this pattern

Use this pattern when content in Sprinklr Social requires review by a distributed team before publishing or updating a scheduled Post. The exact Sprinklr publishing operation and collaboration-platform API must be confirmed before implementation.

Integration direction
Sprinklr Social
Martini
Microsoft Teams or Slack
Sprinklr Social
Example Mapping
Sprinklr Social FieldCanonical FieldTarget Field
Post.idcontentIdApproval reference
Post.textcontentTextApproval message
Post.statuspublishingStatusApproval state
Post.scheduledTimescheduledAtReview deadline
Martini implementation pattern

A Martini workflow retrieves Posts requiring approval, creates a structured request in Teams or Slack, validates the response against authorized approvers, and calls Sprinklr only when the relevant update endpoint supports the operation. Approval identifiers and source Post IDs are retained to prevent duplicate updates.

Martini capabilities used
  • workflows
  • API consumption
  • API orchestration
  • data mapping
  • authorization rules
  • error handling

Pattern 3: Load Sprinklr analytics into Snowflake

When to use this pattern

Use this pattern when engagement, publishing, campaign, or reporting data must be centralized for historical analysis. It is appropriate for scheduled retrieval through reporting APIs, exports, paginated endpoints, or documented asynchronous jobs.

Integration direction
Sprinklr Social
Martini
Snowflake
Tableau
Example Mapping
Sprinklr Social FieldCanonical FieldTarget Field
Campaign.idcampaignIdCAMPAIGN_ID
Post.publishedTimepublishedAtPUBLISHED_AT
Post.channelsocialChannelSOCIAL_CHANNEL
engagement metricmetricValueMETRIC_VALUE
Martini implementation pattern

Martini starts or retrieves the applicable reporting dataset, polls jobs when documented, processes pages with a durable watermark, converts results to a stable schema, and loads Snowflake in repeatable batches. Reconciliation compares source counts or totals with loaded data, and failed batches remain available for replay.

Martini capabilities used
  • scheduled workflows
  • API consumption
  • pagination handling
  • data transformation
  • database loading
  • monitoring

Pattern 4: Reconcile incremental Sprinklr objects

When to use this pattern

Use this pattern when callback coverage is incomplete or downstream systems require reliable detection of edits, deletions, and late-arriving Posts, Messages, Comments, or Profiles. It combines incremental retrieval with periodic reconciliation.

Integration direction
Sprinklr Social
Martini
Database
Salesforce or Zendesk
Example Mapping
Sprinklr Social FieldCanonical FieldTarget Field
updated timestampsourceUpdatedAtLast source update
object IDsourceObjectIdExternal ID
object typesourceObjectTypeRecord type
channelsocialChannelSource system channel
Martini implementation pattern

Martini stores the last successful timestamp, cursor, and source identifiers in a durable database, queries with an overlap window, and upserts downstream objects idempotently. A periodic reconciliation compares source results with the target and sends unresolved differences to an exception workflow.

Martini capabilities used
  • scheduled workflows
  • database connectivity
  • state management
  • data mapping
  • business rules
  • reconciliation
  • retry handling

Applications commonly integrated with Sprinklr Social

Sprinklr Social can be incorporated into API-led architectures that connect social engagement, publishing, service operations, collaboration, and analytics. The following are practical integration targets; each specific operation depends on the relevant product APIs, tenant configuration, licenses, and permissions.

Application Scenario Direction Martini Pattern
Salesforce Convert social engagements into customer records, cases, or service follow-up activities. Sprinklr Social → Martini → Salesforce Martini retrieves Messages, Comments, and Profiles on a schedule or through supported callbacks, deduplicates them, maps them to Salesforce Cases, Contacts, or custom objects, and handles transient failures with retries.
ServiceNow Create incidents, cases, or escalation workflows from high-priority social messages and complaints. Sprinklr Social → Martini → ServiceNow A Martini workflow receives supported Sprinklr notifications or queries selected Messages and Comments, applies channel, keyword, and priority rules, and creates or updates ServiceNow records.
Microsoft Dynamics 365 Associate social interactions with customer, case, or sales records. Sprinklr Social → Martini → Microsoft Dynamics 365 Martini normalizes Sprinklr Profiles and engagement objects, resolves customer identities using configured matching rules, and writes the result to Dynamics 365 through its APIs.
Zendesk Route social support conversations into support tickets and synchronize selected status information. Sprinklr Social → Martini → Zendesk Martini maps Messages, Comments, and Profiles to Zendesk tickets and users, stores source identifiers for idempotency, and sends supported ticket updates back through the applicable APIs.
Snowflake Centralize engagement, publishing, and reporting data for historical analysis. Sprinklr Social → Martini → Snowflake Scheduled Martini workflows retrieve paginated or asynchronous reporting results, convert them to a stable analytical schema, and load them into Snowflake with watermark and reconciliation handling.
Tableau Visualize curated Sprinklr Social metrics alongside CRM, service, or sales data. Sprinklr Social → Martini → Tableau Martini prepares Sprinklr reporting data in a warehouse or structured data store that Tableau can query, preserving channel, campaign, and time dimensions.
Slack Notify teams about priority mentions, escalations, and publishing approval requests. Sprinklr Social → Martini → Slack Martini filters Sprinklr events or scheduled results, formats an operational notification, sends it through Slack APIs, and optionally routes approval results back to Sprinklr where supported.
Microsoft Teams Support social-content approval and escalation workflows for distributed teams. Sprinklr Social → Martini → Microsoft Teams A Martini workflow retrieves content requiring review, sends a structured Teams approval request, validates the response, and updates the Sprinklr publishing object only when the required endpoint is available.

How to build a Sprinklr Social integration in Martini

Objective

Establish Sprinklr Social access using the tenant's OAuth application, required permissions, tenant context, and documented token behavior.

Instructions in Martini

  • Configure the Sprinklr client identifier and secret as Martini environment values or secrets.
  • Confirm the grant type, token URL, scopes, tenant headers, and refresh behavior from the applicable Sprinklr documentation.
  • Use separate credentials and configuration for development, staging, and production where practical.

Objective

Select the execution model that matches the required freshness and event coverage.

Instructions in Martini

  • Use a supported Sprinklr callback or webhook-style notification when the required event family is available.
  • Use a scheduler for incremental retrieval, reporting jobs, reconciliation, or unsupported event coverage.
  • Define bounded execution windows and concurrency for large or paginated workloads.

Objective

Call the relevant Sprinklr REST endpoints and obtain complete objects and related data required by the target process.

Instructions in Martini

  • Retrieve Social Accounts, Posts, Messages, Comments, Profiles, or Campaigns through documented endpoints.
  • Implement the endpoint-specific pagination, cursor, filtering, and asynchronous job model.
  • Persist cursors, watermarks, job identifiers, and source object identifiers only after successful processing.

Objective

Coordinate validation, enrichment, routing, target calls, and state changes in a maintainable Martini workflow.

Instructions in Martini

  • Separate authentication, retrieval, transformation, target writes, and exception handling into clear workflow stages.
  • Retrieve related Profiles, Posts, or Comments when the initial response is incomplete.
  • Route records by channel, priority, campaign, keyword, or downstream business process.

Objective

Convert Sprinklr's channel-aware JSON objects into a canonical model and target-specific payloads.

Instructions in Martini

  • Preserve source object IDs, channel names, timestamps, and source URLs where appropriate.
  • Normalize timestamps, statuses, identifiers, text fields, and media metadata.
  • Retain required unknown or channel-specific fields when downstream consumers may need them.

Objective

Apply operational, privacy, authorization, and deduplication rules before writing to downstream systems.

Instructions in Martini

  • Use deterministic keys for Posts, Messages, Comments, Profiles, and callback events.
  • Apply escalation, sentiment or keyword, account, retention, masking, and approval rules as required.
  • Do not copy unnecessary personal data or log sensitive message content and credentials.

Common Sprinklr Social data objects used in integrations

ObjectTypical UseCommon target systemsMartini handling
Social AccountsRepresent connected Facebook, Instagram, X, LinkedIn, YouTube, and other supported social profiles or pages.Salesforce, ServiceNow, Snowflake, internal channel registriesMartini retrieves account metadata, preserves the source network and identifiers, validates permissions, and maps channel configuration into a canonical account model.
PostsRepresent published, scheduled, or draft social content, including text, status, timestamps, channel, and media references.Salesforce, Microsoft Teams, Snowflake, TableauMartini retrieves or receives Posts, normalizes status and timestamps, handles media metadata separately, and applies publishing or approval rules before downstream writes.
MessagesRepresent inbound or outbound social messages and direct-message conversations.Salesforce, ServiceNow, Zendesk, SnowflakeMartini applies priority, keyword, channel, and identity rules, deduplicates by source identifiers, and maps message content into service or customer objects.
CommentsRepresent public replies and comments associated with social Posts or conversations.Salesforce, ServiceNow, Zendesk, analytics warehousesMartini correlates Comments with Posts, Messages, and Profiles, preserves conversation context, and routes escalated comments according to business rules.
ProfilesRepresent social identities or customer profiles associated with messages, comments, and engagement history.Salesforce, Microsoft Dynamics 365, Zendesk, SnowflakeMartini normalizes profile identifiers and attributes, applies matching and privacy rules, and avoids copying unnecessary personal data.
CampaignsOrganize social content and measure publishing or engagement performance.Snowflake, Tableau, Salesforce, internal marketing data storesMartini retrieves campaign metadata and metrics where available, maps channel and time dimensions, and loads curated results for reporting or operational use.

Authentication and security considerations

OAuth 2.0-style authentication

Sprinklr Social API access uses an OAuth 2.0-style bearer-token model. The exact grant type, token URL, scopes, tenant context, and required permissions depend on the API product and Sprinklr environment.

Secret protection

  • Store client secrets, access tokens, and refresh credentials in Martini secrets or secure environment configuration.
  • Use separate applications or credentials for development, staging, and production where practical.
  • Do not place credentials in workflow payloads, mappings, logs, or error messages.

Data protection

Messages and Profiles may contain personal data. Define masking, retention, deletion, and access controls before copying data into CRM, service, warehouse, or analytics systems.

Operational considerations for Sprinklr Social integrations

Rate limits and retries

Confirm quotas separately for read, write, reporting, and media endpoints. Use bounded concurrency and exponential backoff for rate-limit and transient server responses, while avoiding retries for authorization or validation failures.

Pagination and state

Implement the pagination or cursor model documented for each endpoint. Persist watermarks, cursors, and job identifiers only after successful processing, and use overlap windows for late-arriving updates.

Events and idempotency

Callbacks may be retried or delivered more than once. Use event identifiers or deterministic keys based on object ID, event type, and timestamp. Schedule reconciliation workflows for unsupported or missed events.

Channel and schema differences

Facebook, Instagram, X, LinkedIn, YouTube, and other networks can impose different rules for content, media, messages, retention, and publishing. Preserve source channels and identifiers, and monitor Sprinklr documentation for API-version and permission changes.

Media and privacy

Validate temporary URLs, file sizes, MIME types, and channel restrictions before transferring media. Avoid logging message content or media URLs when they may contain sensitive information.

Why use Martini instead of scripts or point-to-point integrations?

Centralized orchestration

Martini coordinates Sprinklr Social API calls, callbacks, target-system writes, enrichment, validation, and exception handling in workflows rather than scattering logic across individual scripts.

Reusable integration assets

Teams can expose normalized APIs, reuse authentication and transformation logic, and apply consistent business rules across Salesforce, ServiceNow, Zendesk, data warehouses, and collaboration platforms.

Reliable synchronization

Martini provides workflow patterns for scheduled retrieval, pagination, incremental watermarks, idempotent writes, retries, reconciliation, and monitoring. This is useful when Sprinklr event coverage varies by object, channel, or tenant.

Controlled change management

API configuration, secrets, mappings, and target behavior can be managed as integration assets, helping teams adapt to changing Sprinklr permissions, schemas, channel restrictions, and reporting requirements without maintaining multiple unrelated point-to-point scripts.

Frequently asked questions

How can Sprinklr Social be integrated with enterprise systems?

Sprinklr Social can be integrated primarily through its documented REST APIs using OAuth 2.0-style bearer-token authentication. Depending on the tenant and enabled API products, integrations can retrieve or update Social Accounts, Posts, Messages, Comments, Profiles, Campaigns, and reporting data. Selected callbacks, asynchronous jobs, and media operations may also be available and should be verified for the required object and channel.

Can Martini integrate with Sprinklr Social?

Yes. Martini can consume Sprinklr Social REST APIs, authenticate with the documented OAuth 2.0-style mechanism, process JSON, manage pagination and synchronization state, and expose normalized APIs to downstream applications. Martini can also receive supported callbacks where the relevant Sprinklr event product is enabled.

Do I need a connector to integrate Sprinklr Social with Martini?

No. A dedicated Sprinklr Social connector is not required. Martini can integrate using Sprinklr's documented REST APIs, OAuth authentication, supported callbacks, asynchronous operations, and accessible media endpoints.

Is there any extra Lonti cost to integrate Sprinklr Social with Martini?

Lonti does not charge an additional per-connector or per-vendor fee to integrate Sprinklr Social. The integration is subject to the provisioned capacity of the Martini environment. Separate costs may apply from Sprinklr, cloud infrastructure, or other third-party systems based on subscription, usage, and deployment model.

Which Sprinklr Social integration methods should an enterprise use?

REST APIs are the primary method for current integrations. OAuth 2.0-style authentication should be configured according to the applicable tenant and API product. Callbacks, asynchronous reporting or batch operations, and media endpoints are secondary options that require endpoint- and channel-specific confirmation. GraphQL and SOAP support were not confirmed.

Are Sprinklr Social webhooks or event notifications available?

Sprinklr may provide callbacks or event notifications for selected message, engagement, publishing, or case events. Coverage is not universal across every Social object or social network, so the required event family must be verified. Martini can expose an endpoint, validate the notification, apply idempotency, retrieve the full object, and route the event.

How should Sprinklr Social synchronization and data mapping work?

Use documented timestamps, filters, cursors, or object identifiers for incremental retrieval and store a durable watermark after successful processing. Martini can map Posts, Messages, Comments, Profiles, Social Accounts, and Campaigns into canonical and target-specific models, preserve channel-specific data, apply overlap windows, and reconcile late or missed updates.

Can Martini expose an API façade for Sprinklr Social?

Yes. Martini can expose a controlled REST API that presents normalized Sprinklr Social data or operations to internal applications. The façade can centralize authentication, validation, mapping, business rules, rate-limit handling, and downstream orchestration without exposing Sprinklr credentials or tenant-specific details to every consumer.

Related Martini documentation

APIs

Workflows

Data

Security

Reliability

Build a maintainable Sprinklr Social integration with Martini

Use Martini to connect Sprinklr Social APIs and supported callbacks with enterprise applications, data platforms, and operational workflows through secure, observable, and reusable integration assets.

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