Helpdesk migration
Field-level mapping, validation, and rollback between LeadDesk and Gorgias. We move data and schema; workflows are rebuilt natively in Gorgias.
LeadDesk
Source
Gorgias
Destination
Compatibility
8 of 12
objects map 1:1 between LeadDesk and Gorgias.
Complexity
CModerate
Timeline
3-5 weeks
Overview
LeadDesk and Gorgias are not同类 helpdesk platforms. LeadDesk is an outbound cloud contact center built for high-volume dialing campaigns, with objects structured around Campaigns, Projects, Agents, Results (call disposition codes), and auto-dialer configurations. Gorgias is a Shopify-native inbound helpdesk built around Tickets, Customers, and Macros, with ecommerce order management integrations. Migrating between them requires not just field mapping but an operating-model shift: the outbound campaign-and-dialer workflow becomes an inbound ticket-and-queue workflow. We preserve LeadDesk Contacts as Gorgias Customers (name, email, phone transfer intact), LeadDesk Leads as Gorgias Tickets with disposition codes stored in a custom field, and Call Records as Ticket message attachments. We do not migrate LeadDesk dialer configurations (power dial, AI Dialer, preview dial) because Gorgias has no equivalent object — we document them for the customer's admin to rebuild as Gorgias Rules or Macros. LeadDesk Chatbot Conversations (JennyBot) migrate as message threads. We flag the chatbot CSV time-bounding issue and the GDPR data residency constraint as the two highest-risk pair-specific gotchas.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a LeadDesk object lands in Gorgias, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
LeadDesk
Contact
Gorgias
Customer
1:1LeadDesk Contacts migrate to Gorgias Customers. The primary identifiers (first name, last name, email address, phone number) transfer directly. LeadDesk custom contact fields map to Gorgias string, number, or boolean custom fields on the Customer object, created via the Gorgias custom-fields API endpoint before import. The external_id field on each Gorgias Customer record is set to the LeadDesk contact ID for cross-system audit. If the customer maintains GDPR-compliant retention policies, the HasOptedOutOfEmail flag is set based on any LeadDesk consent property.
LeadDesk
Campaign
Gorgias
Tag
1:manyLeadDesk Campaigns and Projects are parent containers for outbound initiatives with no direct Gorgias equivalent. We map them to a two-level Gorgias tag taxonomy: the LeadDesk Campaign name becomes the primary tag (for example, Q4-Outbound-SMS), and the Project name becomes a secondary tag on the same tickets. This preserves campaign attribution in the ticket record without requiring a custom object. Tags are applied to all migrated tickets that originated from a given Campaign. The customer chooses whether to tag by campaign, project, or both during scoping.
LeadDesk
Lead
Gorgias
Ticket
1:1LeadDesk Leads — unqualified contact records with a status, owner, and outcome history — map to Gorgias Tickets. The LeadDesk lead status (for example, New, Contacted, Qualified, Disqualified) maps to a custom text field leaddesk_lead_status__c on the Gorgias Ticket, preserving the original value for historical reporting. LeadDesk's primary phone and email on the Lead resolve to the corresponding Gorgias Customer. We create the Ticket only after the Customer record exists to satisfy the customer_id foreign key requirement in the Gorgias API.
LeadDesk
Call Record
Gorgias
Ticket Message (attachment)
1:1LeadDesk call records (duration, disposition, agent assignment, timestamp) do not map to a native Gorgias object because Gorgias is ticket-centric, not call-record-centric. We create a Gorgias Ticket Message for each call record, with the message body formatted as a structured text block containing call duration, disposition code, agent name, and timestamp. If the customer scopes call recording URL attachments, these are added as message attachments via the Gorgias attachment API. This preserves the call history in the customer timeline even though Gorgias has no native call log object.
LeadDesk
Chatbot Conversation (JennyBot)
Gorgias
Ticket Message Thread
1:1LeadDesk JennyBot conversations export from Chatbot Studio as a time-bounded ZIP containing four CSV files: conversations, outcomes, timing, and agent. We decompress, parse, and create a Gorgias Ticket for each conversation, with each message in the thread inserted as a sequential Ticket Message preserving the original timestamp and channel indicator (JennyBot). We flag the time-bounding gotcha during discovery: if the customer did not select a full historical range before exporting, conversations outside the selected window are not in the ZIP and cannot be recovered after the LeadDesk account is closed.
LeadDesk
Agent
Gorgias
User
1:1LeadDesk Agents (users who handle calls, manage campaigns, and receive ticket assignments) map to Gorgias Users. We resolve by email address — the Agent email becomes the Gorgias User email, and the Agent's role (Teamleader, Manager, Agent) maps to the Gorgias permission level (admin, agent). Because Gorgias charges per ticket rather than per seat, there is no cost implication to migrating all LeadDesk agents regardless of headcount. Any LeadDesk Agent without a matching email in the destination requires manual provisioning before the migration phase begins.
LeadDesk
Office
Gorgias
Team
1:1LeadDesk Offices represent multi-site deployment nodes with associated timezone, VoIP routing, and agent rosters. Gorgias has a Teams object that groups agents for routing and reporting. We map each LeadDesk Office to a Gorgias Team, preserving the Office timezone as the Team's timezone setting. Agent roster membership migrates as Team membership in Gorgias. If LeadDesk VoIP routing rules were configured per office, we document them as a written note for the customer's admin to re-implement as Gorgias Rules if phone routing is needed in the destination.
LeadDesk
Team
Gorgias
Team
1:1LeadDesk Teams group Agents under Teamleaders and Managers, with a reporting hierarchy. We preserve team membership and the manager-agent relationship during migration, mapping Teamleaders to Gorgias Team admins and Agents to Gorgias Team members. This preserves org chart context and routing logic that may be needed for SLA assignment in Gorgias.
LeadDesk
Result (Disposition Code)
Gorgias
Custom Field on Ticket
lossyLeadDesk Results and Outcomes are call disposition codes — the specific end-state of each call attempt (for example, Answered, No Answer, Busy, Voicemail, DNC). Gorgias has no native call disposition taxonomy on Tickets. We extract the full disposition code taxonomy from LeadDesk, create a custom text field leaddesk_disposition__c on the Gorgias Ticket object via the API, and populate it for every migrated ticket that originated from a call record. This preserves the disposition reporting capability that teams rely on for dialing campaign analysis.
LeadDesk
Custom Fields (Contact Properties)
Gorgias
Custom Fields on Customer
1:1LeadDesk allows custom fields on contacts with data types including string, number, boolean, and date. We create equivalent custom fields on the Gorgias Customer object via the POST /api/custom-fields endpoint before data import begins, using the object_type value Customer and the definition block matching the LeadDesk field type. Complex nested object fields (LeadDesk LeadApp state or dialer configuration objects) are flagged for manual review and documented rather than auto-migrated because Gorgias has no equivalent nested custom field structure.
LeadDesk
LeadApp Configuration
Gorgias
Documentation (no migration)
lossyLeadApps are add-on applications within LeadDesk that extend functionality. We export their configuration as JSON where the LeadDesk API exposes it, but we do not migrate their runtime state into Gorgias because Gorgias has no equivalent add-on application model. LeadApp configurations are delivered as a structured JSON export in the handoff documentation, and the customer's admin rebuilds any needed functionality as Gorgias Rules, Macros, or third-party integrations.
LeadDesk
Dialer Configuration
Gorgias
Documentation (no migration)
lossyLeadDesk dialer modes (preview, power, predictive, AI Dialer) and round settings are stored per-campaign and have no equivalent object in Gorgias. Gorgias Automate handles rule-based ticket routing and resolution, which is architecturally different from outbound dialer campaign management. We document the full dialer configuration for each LeadDesk campaign (mode, pacing, wrap-up time, retry rules) as a written reference so the customer's admin can rebuild equivalent routing logic in Gorgias Rules or engage a Gorgias implementation partner.
| LeadDesk | Gorgias | Compatibility | |
|---|---|---|---|
| Contact | Customer1:1 | Fully supported | |
| Campaign | Tag1:many | Fully supported | |
| Lead | Ticket1:1 | Fully supported | |
| Call Record | Ticket Message (attachment)1:1 | Fully supported | |
| Chatbot Conversation (JennyBot) | Ticket Message Thread1:1 | Fully supported | |
| Agent | User1:1 | Fully supported | |
| Office | Team1:1 | Fully supported | |
| Team | Team1:1 | Fully supported | |
| Result (Disposition Code) | Custom Field on Ticketlossy | Fully supported | |
| Custom Fields (Contact Properties) | Custom Fields on Customer1:1 | Mapping required | |
| LeadApp Configuration | Documentation (no migration)lossy | Fully supported | |
| Dialer Configuration | Documentation (no migration)lossy | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
LeadDesk gotchas
10-license minimum creates an unexpected cost floor
Per-minute VoIP overages are not obvious from the pricing page
Chatbot analytics exports are time-bounded and easy to misconfigure
API access requires Advanced tier or above
GDPR data residency complicates cross-region data extraction
Gorgias gotchas
AI Agent adds outcome-based fees on top of billable ticket costs
Overage billing for tickets scales nonlinearly
API rate limits restrict bulk export throughput
Agent data visibility cannot be restricted by role for GDPR use cases
Knowledge Base translations require separate API calls per locale
Pair-specific challenges
Migration approach
Discovery and export readiness
We audit the source LeadDesk account across tier (Instant, Essential, Advanced, Enterprise), API availability (Advanced or Enterprise required for API access), chatbot conversation volume and date range, call record count, active dialer campaigns, and custom field schemas. We confirm whether the LeadDesk GDPR data residency configuration requires legal review before EU contact records move to a non-EU destination. We verify that the chatbot export has been initiated with a full historical date range, and we extract the disposition code taxonomy (Results and Outcomes) from LeadDesk for normalization. The discovery output is a written migration scope specifying what migrates, what documents, and what is scoped out.
Gorgias schema preparation
We create the destination workspace in Gorgias. This includes provisioning all required custom fields on the Customer and Ticket objects via the POST /api/custom-fields endpoint before any data import begins, matching LeadDesk field types (string, number, boolean) to Gorgias managed_type and definition blocks. We create the Team structure that mirrors LeadDesk's Office and Team hierarchy, and we provision all Agent Users in Gorgias matching LeadDesk Agent emails. If Gorgias voice is in scope, we configure the voice channel integration. Schema is validated in a Gorgias staging environment before production migration begins.
Sandbox migration and reconciliation
We run a full migration into the Gorgias staging environment using production-like data volume. The customer's team lead reconciles record counts (Customers in, Tickets in, Agents in), spot-checks 20-30 random records against the LeadDesk source, and validates that disposition codes and chatbot message threads appear correctly in the ticket timeline. Any mapping corrections — field type mismatches, missing custom fields, tag taxonomy adjustments — happen in staging before production migration begins. This step typically takes three to five business days depending on the customer's review cadence.
Production migration in dependency order
We run production migration in record-dependency order: first, Gorgias Users (validated against LeadDesk Agent emails); second, Gorgias Customers (from LeadDesk Contacts, with external_id set to LeadDesk contact ID); third, Gorgias Tickets (from LeadDesk Leads, with leaddesk_lead_status__c and leaddesk_disposition__c populated from the disposition taxonomy); fourth, Ticket Messages for call records (structured text block with duration, disposition, agent, and timestamp, plus recording URL as attachment if scoped); fifth, Chatbot conversation threads (sequential messages with original timestamps). Agent-Team assignments are mapped in parallel. Each phase emits a row-count reconciliation report before the next phase begins.
Cutover and handoff documentation
We freeze LeadDesk write access during cutover, run a final delta migration of any records modified during the cutover window (typically a 24 to 48 hour delta), then set Gorgias as the active helpdesk. We deliver the dialer configuration documentation, LeadApp JSON export, and LeadDesk disposition code taxonomy to the customer's admin. We support a one-week hypercare window where we resolve any reconciliation issues raised by the customer's team. We do not rebuild LeadDesk dialer campaigns as Gorgias Rules inside the migration scope; that is a separate engagement or an internal admin task.
Platform deep dives
LeadDesk
Source
Strengths
Weaknesses
Gorgias
Destination
Strengths
Weaknesses
Complexity grading
Moderate Helpdesk migration. 3 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across LeadDesk and Gorgias.
Object compatibility
3 of 7 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
LeadDesk: Not publicly documented.
Data volume sensitivity
LeadDesk doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
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FAQ
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