Helpdesk migration

Migrate from Jelly to Zendesk

Field-level mapping, validation, and rollback between Jelly and Zendesk. We move data and schema; workflows are rebuilt natively in Zendesk.

Jelly logo

Jelly

Source

Zendesk

Destination

Zendesk logo

Compatibility

70%

7 of 10

objects map 1:1 between Jelly and Zendesk.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jelly to Zendesk is a migration from a flat shared inbox into a relational ticket management system. Jelly holds conversations on shared addresses with no documented API, so every export depends on IMAP access and the customer's willingness to provide it. We extract message threads thread-by-thread, map Jelly's shared email addresses to Zendesk Inboxes and Request Forms, resolve team members to Zendesk Agents, and preserve conversation assignments as custom ticket fields when the native Assignee field does not cover the assignment model. Tags migrate where Jelly exposes them; tags that exist only in Jelly's UI and not in IMAP headers are flagged as a data gap. Royal Jelly's Slack integration, Enhanced Contacts, and reporting features are not migratable because they are not yet delivered in a stable schema. Zendesk Views, Macros, Triggers, Automations, SLAs, and Help Center content do not migrate; we deliver a written inventory of every configuration requiring rebuild.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Jelly logo

Jelly

What's pushing teams away

  • Teams outgrow the narrow feature set and need multi-channel support, advanced automation rules, or a knowledge base that Jelly does not provide.
  • Royal Jelly's roadmap features (enhanced contacts, reporting, sent-mail sync) remain undelivered, pushing teams toward more mature platforms.
  • The lack of a documented API means teams with custom integration needs cannot connect Jelly to their existing tooling programmatically.
  • Small-team product risk: as a niche shared inbox, Jelly may lack the engineering investment to keep pace with security and compliance requirements.

Choosing

Zendesk logo

Zendesk

What's pulling them in

  • Mature omnichannel routing across email, chat, phone, messaging, and social — one unified inbox for support teams regardless of size or complexity.
  • Deep automation with Triggers, Automations, and SLA Policies lets high-volume teams enforce consistent workflows without manual ticket handling.
  • Large ecosystem of third-party integrations and a public app marketplace reduce friction for teams already using Salesforce, Jira, or Slack.
  • Industry-leading brand recognition and trust signal — many enterprise buyers default to Zendesk as a known quantity in vendor procurement cycles.
  • Generous documentation library and community mean onboarding teams can self-configure without needing a services engagement to get started.

Object mapping

How Jelly objects map to Zendesk

Each row shows how a Jelly object lands in Zendesk, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Jelly

Conversation

maps to

Zendesk

Ticket

1:1
Fully supported

Jelly Conversations map to Zendesk Tickets. Each shared-address thread becomes a single Ticket with the original message as the first Comment and all subsequent replies as chained Comments. The Zendesk Ticket subject uses the Jelly conversation subject; the requester email resolves to a Zendesk End User. Conversation creation timestamp migrates as the Ticket created_at date. We pull via IMAP when Jelly API access is unavailable, extracting message_from, message_to, date, and body fields and reconstructing the thread by sorting on date and message_id references.

Jelly

Shared Email Address

maps to

Zendesk

Request Form + Inbox

1:1
Fully supported

Each Jelly shared email address maps to a Zendesk Inbox (an email channel) connected to a Request Form. The Request Form defines which fields appear to the customer on submission; the Inbox defines routing, agent assignment, and channel settings. We preserve the Jelly address as the Zendesk channel address and configure it as the reply-to for that inbox. If Jelly is on the $29/month tier with 3-address cap and the customer uses more addresses, we flag this during scoping and recommend upgrading to Royal Jelly or consolidating addresses before migration.

Jelly

Team Member

maps to

Zendesk

Agent (User)

1:1
Fully supported

Jelly has no formal user directory API. Team members are identified by their email address and conversation assignments. We resolve Jelly team members to Zendesk Agent accounts by email match, creating the Zendesk User record if one does not already exist. Any Jelly team member email that cannot be matched to a Zendesk User goes to a reconciliation queue; the customer provisions the missing Agent before record import resumes.

Jelly

Conversation Assignment

maps to

Zendesk

Ticket Assignee

1:1
Fully supported

Jelly supports single-agent assignment per conversation. We map the Jelly assignee to Zendesk's native Assignee field on Ticket, resolving by email to the corresponding Zendesk Agent. If the Jelly assignee has not been provisioned in Zendesk, we hold the assignment in a custom field jelly_original_assignee__c and restore it post-provisioning.

Jelly

Tag

maps to

Zendesk

Tag

lossy
Fully supported

Jelly tags are applied to conversations but are not exposed via any documented API. We attempt to extract tags from IMAP headers (X-Label, X-Keywords) if the customer's IMAP connection exposes them, or from any customer-supplied export file. Where tags are recoverable, we create corresponding Zendesk Tags and apply them to the migrated Tickets. Tags that cannot be extracted from IMAP or a customer export are documented as a gap in the migration summary; we do not infer or fabricate tag data.

Jelly

Attachment

maps to

Zendesk

Ticket Attachment

lossy
Fully supported

Jelly surfaces email attachments inline within conversations but exposes no attachment storage API. We assess IMAP access during scoping; if the underlying IMAP connection is configured for the shared mailbox, we retrieve attachments from the IMAP server and attach them to the corresponding Zendesk Ticket. Attachments that cannot be reached via IMAP (no IMAP configured or attachments stored only in Jelly's rendering layer) are documented as a gap. This is a pair-specific high-severity gotcha: without IMAP access, attachment recovery is not possible through any documented path.

Jelly

Slack Integration (Royal Jelly)

maps to

Zendesk

Notification Rules

1:1
Not supported

Royal Jelly's Slack integration is a live notification bridge that posts to Slack channels when new conversations arrive in Jelly. This is a streaming notification with no stored schema and no export path. We do not migrate Slack integration configuration. We document the existing Slack channels, notification triggers, and message format in the configuration inventory so the customer's admin can recreate equivalent Notification Rules in Zendesk's Slack integration or a third-party tool like Zapier.

Jelly

Enhanced Contacts (Royal Jelly, roadmap)

maps to

Zendesk

User (Contact)

1:1
Not supported

Enhanced Contacts is listed as a forthcoming feature in Royal Jelly. As it has not shipped, there is no stable schema, no API endpoint, and no migratable data. We explicitly exclude it from migration scope. If it lands before migration, we assess its schema at that point. The current Jelly contact model is email-address-based with no structured contact card, which maps to Zendesk End Users or Organizations if the customer groups by company.

Jelly

Stats and Reporting (Royal Jelly, roadmap)

maps to

Zendesk

Reporting

1:1
Not supported

Stats and reporting are listed as forthcoming in Royal Jelly. Aggregated analytics—response time averages, resolution rates, conversation volumes—are reporting-layer data that does not exist as structured records in Jelly. We do not migrate analytics. Post-migration, the customer builds Zendesk's native reporting from the newly migrated ticket history; historical Jelly reporting (to the extent it exists in Royal Jelly) has no migration path and starts fresh in Zendesk.

Jelly

Organization

maps to

Zendesk

Organization

lossy
Fully supported

Jelly has no native organization or company concept—conversations are grouped by shared address and assignee, not by the requester's company. If the customer wants Zendesk Organizations, we propose a domain-based grouping strategy: all requesters sharing the same email domain become a Zendesk Organization. This is a scoping decision made with the customer; we implement the agreed grouping logic during migration.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Jelly logo

Jelly gotchas

High

No documented API for data export

Medium

Per-address conversation cap on Jelly tier

Medium

Royal Jelly roadmap features are not shippable migration targets

High

Attachment export not accessible via API

Zendesk logo

Zendesk gotchas

High

Data export requires API scripting on non-Enterprise plans

Medium

Automations cap at 500 active rules and 1,000 tickets per hour

Medium

Help Center has no native export feature

High

Custom Objects and full data export are Enterprise-only

Pair-specific challenges

  • No Jelly API means migration depends entirely on IMAP access

    Jelly publishes no public REST API, GraphQL endpoint, or bulk export feature. Every outbound migration requires IMAP access to the connected shared mailboxes. If IMAP credentials are unavailable or the Jelly plan does not include IMAP, we can only extract what Jelly's UI exposes—which is recent conversations, not full history. We request IMAP credentials during scoping and document the coverage window. Teams that have lost IMAP access face a manual reconstruction process; we provide a structured CSV template for manual entry in this scenario.

  • Tags have no exportable path without IMAP header access

    Jelly conversations can carry tags for internal categorization, but Jelly exposes no API field for tag retrieval. If the customer has configured IMAP to expose email labels as X-Label or X-Keywords headers, we extract and convert these to Zendesk Tags. Otherwise, tags are a data gap. We document the gap in the migration summary and recommend that the customer's admin captures a tag report from Jelly's UI before the cutover window closes.

  • Attachment recovery requires IMAP and may be incomplete

    Jelly renders email attachments inline within conversation threads but does not expose an attachment storage endpoint. We retrieve attachments from the underlying IMAP server where access is available, matching them to Zendesk Ticket Comments by message date and subject. Attachments stored exclusively in Jelly's rendering layer with no corresponding IMAP message part are not recoverable. We include an explicit attachment coverage note in every Jelly outbound migration estimate.

  • Zendesk automations, triggers, and SLAs do not migrate

    Zendesk's routing logic—Triggers, Automations, Macros, SLA policies, and conditional routing rules—live in Zendesk's configuration layer and are not part of the ticket data that migrates. Jelly has no equivalent automation features, so this is not a direct gap, but the customer should plan for rebuilding any desired routing logic from scratch in Zendesk. We deliver a written configuration inventory documenting the migrated routing structure (inbox assignments, assignee patterns, tag usage) so the customer's Zendesk admin has a blueprint for the new system.

  • Zendesk field types must be created before data import

    Zendesk requires custom ticket fields and user fields to exist before data import can populate them. If we plan to preserve Jelly assignee state in a custom field (jelly_original_assignee__c), the field must be created in Zendesk's admin panel before migration begins. We handle field creation during the schema design phase and validate the field IDs in a sandbox import before production migration. Fields created after migration require a separate import run for existing records.

Migration approach

Six steps for a successful Jelly to Zendesk data migration

  1. Discovery and IMAP access verification

    We audit Jelly's current state: IMAP access availability and credentials, shared address count, Jelly tier or Royal Jelly subscription, approximate conversation count, team member list, tag usage (from Jelly UI screenshots or exports), and whether any Royal Jelly features are in active use. If IMAP access is unavailable or incomplete, we scope the extraction strategy with the customer and agree on a manual entry template for any uncovered historical data. The discovery output is a written migration scope, IMAP coverage map, and a Zendesk edition recommendation based on channel and agent count.

  2. Zendesk schema design and configuration planning

    We design the Zendesk environment structure: Request Forms (one per Jelly shared address), Inboxes (mapped to shared addresses), Ticket Fields (subject, requester, assignee, priority, status, tags), Agent Roles and Groups (based on Jelly team member list), and Organization grouping strategy (domain-based if the customer opts in). If the customer plans to use Zendesk Guide or Help Center, we scope that separately. We also plan custom field creation for the jelly_original_assignee__c field to preserve assignment where the assignee is not yet provisioned in Zendesk.

  3. IMAP extraction and conversation reconstruction

    We connect to the Jelly-associated IMAP server using customer-provided credentials and extract message history thread by thread. For each thread, we capture message_from, message_to, date, subject, body (plain text and HTML), message_id references (for thread reconstruction), X-Label and X-Keywords headers (for tag extraction), and attachment references. Threads are reconstructed by sorting messages by date and following message_id/in-reply-to references to preserve conversation order. We deduplicate by message_id and flag any gaps in thread continuity for customer review.

  4. Sandbox migration and reconciliation

    We run a full migration into a Zendesk sandbox with a representative sample of conversations (typically 100-200 tickets) to validate field mapping, assignee resolution, tag application, and attachment retrieval. The customer reviews the sandbox output and confirms that conversation threads, requester emails, assignee assignments, and tags match the Jelly source. Any mapping corrections—incorrect field type assignments, missing tag mappings, assignee resolution failures—are documented and fixed before production migration begins.

  5. Production migration in dependency order

    We run production migration in Zendesk in the following order: Agents (validated against the Jelly team member list), Organizations (domain-grouped if applicable), Request Forms and Inboxes (per shared address), Tickets (threaded Conversations with Comment chains, assignee assignment, tag application), Attachments (retrieved from IMAP and attached to the corresponding Ticket Comments). Each phase emits a row-count reconciliation report. If new Jelly conversations arrive during migration, we run a delta migration for the cutover window before switching Zendesk to active.

  6. Cutover, validation, and configuration handoff

    We disable or archive Jelly shared mailboxes to prevent new conversations arriving in the source during cutover. We run a final delta migration for any last-minute activity, then make Zendesk the active system of record. We deliver a migration summary report covering record counts, attachment coverage, tag coverage, and any data gaps (with root cause). We also deliver a written configuration inventory documenting the routing logic to rebuild in Zendesk Triggers, Automations, and Macros, and the Slack notification pattern from Royal Jelly to recreate in Zendesk's Slack integration. We do not rebuild automations, triggers, or Slack configuration as part of the migration scope.

Platform deep dives

Context on both ends of the pair

Jelly logo

Jelly

Source

Strengths

  • Flat-rate pricing with unlimited team members and unlimited conversations.
  • Minimal, focused feature set designed for shared email without multi-channel complexity.
  • Real human customer support — no chatbots, no tiered support gates.
  • Royal Jelly adds Slack integration and lifts the shared-address cap at a modest price increase.
  • Clean, opinionated UX built specifically for small-team email collaboration.

Weaknesses

  • No publicly documented API or bulk data export mechanism, making outbound migration difficult.
  • No knowledge base, no multi-channel support, no advanced automation — limits suitability to simple shared inbox use cases.
  • Royal Jelly's feature roadmap (stats, enhanced contacts, sent-mail sync) is not yet delivered.
  • Small-product risk: limited engineering team and no clear public roadmap cadence.
  • No third-party integrations beyond Slack (Royal Jelly), limiting ecosystem connectivity.
Zendesk logo

Zendesk

Destination

Strengths

  • Well-documented REST API with broad endpoint coverage for Tickets, Users, Organizations, and Help Center.
  • Rich automation primitives: Triggers (event-driven), Automations (time-based), and Macros with variable substitution.
  • Multi-brand support enables large organizations to route and isolate support by product line or subsidiary.
  • Scalable from small teams on Team plan to global enterprises on Enterprise Plus with sandbox and disaster recovery options.
  • Large partner ecosystem and marketplace with hundreds of pre-built integrations reduces integration work at deployment.

Weaknesses

  • Per-agent pricing with aggressive feature gating makes lower tiers feel artificially limited.
  • No native full-KB export — Help Center content requires API scripting to extract.
  • AI features are add-on priced and behave inconsistently, not deeply embedded in core workflows.
  • Implementation timelines for complex multi-channel setups routinely exceed initial estimates by weeks or months.
  • Knowledge base and help center functionality are separate from core ticketing with their own permission model and versioning.

Complexity grading

How hard is this migration?

Moderate Helpdesk migration. 1 of 7 objects need a manual workaround.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Jelly and Zendesk.

  • Object compatibility

    C

    1 of 7 objects need a manual workaround.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    7-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Jelly: Not publicly documented.

  • Data volume sensitivity

    B

    Jelly doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Jelly to Zendesk migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Jelly to Zendesk data migrations

Answers to the questions buyers ask most during Jelly to Zendesk migration scoping. Not seeing yours? Book a call.

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Small migrations under 5,000 conversations with clean IMAP access and no attachment recovery typically complete in three to five weeks. Migrations with over 15,000 conversations, attachment recovery from IMAP, tag reconstruction, and custom ticket field configuration extend to eight to twelve weeks. The primary timeline driver is IMAP extraction speed and whether the customer's IMAP server throttles connections or has large attachment payloads to retrieve.

Adjacent paths

Related migrations to explore

Ready when you are

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