Helpdesk migration

Migrate from Jelly to Intercom

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

Jelly logo

Jelly

Source

Intercom

Destination

Intercom logo

Compatibility

80%

8 of 10

objects map 1:1 between Jelly and Intercom.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Jelly and Intercom have fundamentally different data architectures. Jelly operates as a flat shared inbox: conversations are the primary record, team members are identified by email, and tags live inside threads without a separate API object. Intercom layers conversations over a Contact-Company model where every customer message is tied to a user or lead record inside an inbox. We resolve that structural gap during scoping by identifying whether Jelly conversations share a single contact identity or span multiple customer threads, then creating Intercom contacts and companies accordingly. Jelly publishes no public API and no bulk export mechanism; outbound migrations depend entirely on IMAP access to connected mailboxes or direct Jelly cooperation. We request IMAP credentials at discovery and pull message history thread-by-thread when available, but IMAP exposes only what the mail server retains — tags, internal assignments, and inline attachments may not be recoverable without IMAP. We do not migrate Royal Jelly's Slack integration, its roadmap features (Enhanced Contacts, Stats, Sent-mail sync), or any Jelly workflows or automation rules, because these do not have an exportable schema.

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

Intercom logo

Intercom

What's pulling them in

  • Instant chat and message threading on websites and apps gives support teams a single inbox without context-switching, according to reviewers on Capterra and G2 who highlight fast response times as a primary benefit.
  • Fin AI handles repetitive inbound queries automatically, reducing agent workload measurably — G2 reviewers report fewer escalations and faster first-response times once Fin is configured.
  • Automation workflows (Outbound, Operator, and custom bots) allow teams to qualify leads and route tickets without manual intervention, appealing to growth-stage SaaS companies managing high ticket volumes.
  • Help center articles and self-service deflection are natively integrated, so knowledge base content and chat conversations live in the same workspace, simplifying reporting.
  • Multi-channel support (live chat, email, SMS, WhatsApp, Phone) consolidates customer touchpoints into one inbox, reducing the operational overhead of managing separate tools.

Object mapping

How Jelly objects map to Intercom

Each row shows how a Jelly object lands in Intercom, 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

Intercom

Conversation (Thread)

1:1
Fully supported

Jelly conversations map directly to Intercom conversations. The mapping preserves the full message thread with author, body, timestamp, and direction (inbound/outbound). The conversation subject is extracted from the first inbound message subject line in Jelly; if absent, a default subject is assigned at migration time. Conversation_created_at and conversation_updated_at carry the original Jelly timestamps to preserve the activity timeline in Intercom.

Jelly

Message (part of Conversation)

maps to

Intercom

Part (within Conversation)

1:1
Fully supported

Individual messages within Jelly conversations map to Intercom conversation Parts. Author identity (agent or customer) and message body transfer cleanly. Internal notes in Jelly — messages visible only to teammates — map to Intercom's internal Part type so that the private context within threads is preserved. Author email resolves to an Intercom admin or contact record by email match.

Jelly

Conversation Assignment

maps to

Intercom

Conversation Assignee (custom attribute)

1:1
Fully supported

A Jelly conversation is assigned to a single team member. We preserve the assignee as an Intercom conversation attribute. If the assignee email resolves to an existing Intercom teammate, the conversation is assigned directly; if not, the original assignee email is stored as a custom conversation attribute for the customer admin to resolve post-migration. Jelly has no formal user directory API, so the assignment resolution relies entirely on email matching against Intercom's teammate list.

Jelly

Team Member (identified by email)

maps to

Intercom

Admin or Teammate

1:1
Fully supported

Jelly has no formal user directory API — team members are identified by their email address and their assignment on conversations. We extract every distinct email address referenced in conversation assignments and look up matching Intercom admins by email. Any email address without a matching Intercom teammate is flagged in a reconciliation queue at scoping so the customer admin can provision accounts before the migration run. If a Jelly team member has no conversations or assignments, they will not appear in the migration data.

Jelly

Shared Email Address

maps to

Intercom

Inbox

1:1
Fully supported

Jelly shared email addresses are the top-level container for conversations. Each Jelly address maps to a dedicated Intercom Inbox, which is the Intercom equivalent for routing and team assignment. If the customer has multiple Jelly addresses mapped to a single team in Jelly, we consolidate them into one Intercom Inbox with a routing rule at migration time. Jelly's $29/mo tier limits teams to 3 shared addresses; Royal Jelly removes the cap. We confirm address count against the Jelly plan during scoping.

Jelly

Tag

maps to

Intercom

Tag

lossy
Fully supported

Jelly supports conversation tagging but exposes no documented API for tags. We extract tags from IMAP message headers when IMAP credentials are provided at scoping, or from a customer-supplied manual export if available. Tags are mapped to Intercom Conversation Tags by exact name match. If IMAP access is not available, tags are documented as a gap and noted in the scope — the customer admin recreates the tag set in Intercom manually post-migration.

Jelly

Attachment (inline)

maps to

Intercom

Attachment (on Conversation Part)

1:1
Fully supported

Jelly renders email attachments inline within conversations but exposes no attachment storage API. We attempt attachment recovery through the configured IMAP connection when credentials are available, as IMAP exposes attachments as separate MIME parts. Attachment recovery is explicitly scoped: if IMAP access is absent or does not expose the full attachment set, we document the gap and note that customer-supplied manual uploads are required for any missing files. Intercom's attachment API accepts files up to 10 MB per part.

Jelly

None (no contact object in Jelly)

maps to

Intercom

Contact

lossy
Fully supported

Jelly does not maintain a standalone contact or user directory — contacts exist only as email senders within conversations. We create Intercom Contacts from every distinct customer email address found in Jelly conversation threads. The Contact email, name (from message headers), and any metadata present in Jelly message data transfer to Intercom. If Jelly customer data requires company-level grouping, we create Intercom Company records and associate Contacts during migration based on domain matching or a customer-supplied mapping.

Jelly

Slack Integration (Royal Jelly)

maps to

Intercom

None

1:1
Not supported

Royal Jelly's Slack integration is a live notification bridge — it sends alerts to Slack channels when new Jelly conversations arrive. This is a streaming notification, not stored data with an exportable schema. We do not migrate Slack integration configuration. The customer admin rebuilds the notification routing in Intercom using Intercom's native Slack integration or a workflow Rule, which we document in the post-migration handoff inventory.

Jelly

Enhanced Contacts / Stats (Royal Jelly, roadmap)

maps to

Intercom

None

1:1
Fully supported

Enhanced Contacts, Stats and reporting, and Sent-mail sync are listed as forthcoming in Royal Jelly with no stable schema or delivery date. As unbuilt features, they have no migratable data. We explicitly exclude any field or object associated with these roadmap items from scope. If these features ship before a migration engagement, we re-evaluate at scoping.

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

Intercom logo

Intercom gotchas

High

S3 JSON export omits conversation transcripts

High

Workspace isolation prevents workflow migration

Medium

Fin AI resolution fees compound with automation success

Medium

Two-year conversation history limit on historical export

Low

Private app rate limits share workspace quota

Pair-specific challenges

  • Jelly has no public API — migrations depend entirely on IMAP access

    Jelly publishes no public REST API, GraphQL endpoint, or bulk export feature. All outbound migration data must be extracted via the IMAP connection configured on the Jelly workspace, or through manual customer-supplied exports. We request IMAP credentials at scoping and assess what the connection exposes — specifically whether it includes message headers (for tags), MIME attachments, and the full conversation thread or only individual messages. If IMAP access is not available, we fall back to customer-supplied CSV exports and Jelly's internal data view, both of which have limited field coverage. We document every data gap in the scoping document and adjust the migration scope accordingly before any work begins.

  • Jelly conversations require structural mapping to Intercom's layered model

    Jelly conversations are flat threads of messages on a shared address. Intercom conversations are tied to Contacts and optionally to Companies, with routing rules, assignee permissions, and inbox scoping layered on top. A single Jelly conversation with a customer who appears in multiple threads requires a decision during scoping: does each Jelly thread become a separate Intercom conversation, or are they consolidated under a single Contact record? We work through this design question with the customer at scoping and document the chosen model before migration begins. The wrong default mapping produces orphaned conversations or duplicate contacts in Intercom.

  • Tags and internal notes may not be recoverable without IMAP

    Jelly exposes no tag API, and internal notes (team-visible messages) are part of the conversation thread rather than a separate object. If IMAP is not configured or does not expose full MIME headers, tags may not transfer. We assess IMAP header exposure at scoping and note any tags that cannot be recovered from the available data source. For internal notes, we extract them from the conversation body when the message author matches a Jelly teammate — the customer's admin confirms the Jelly teammate roster during scoping. If IMAP is unavailable, internal notes are flagged as a gap in the migration scope.

Migration approach

Six steps for a successful Jelly to Intercom data migration

  1. Discovery and IMAP access audit

    We audit the Jelly workspace: shared address count, conversation volume estimate, team member count, any Royal Jelly tier features in use, and whether IMAP is configured on the connected mailboxes. IMAP credential access is the primary gating factor for this migration — without it, conversation threads transfer from Jelly's internal view but attachments, tags, and message headers are not available. We request IMAP credentials at scoping and run a test pull of 20-50 messages to confirm what the connection exposes before confirming the migration scope. The discovery output is a written scope document specifying what transfers, what requires manual upload post-migration, and what cannot be recovered.

  2. Intercom workspace provisioning

    We configure the Intercom workspace before migration begins: create inboxes mapped to each Jelly shared address, create the team and teammate structure based on Jelly team member emails, and configure any custom conversation attributes needed to carry Jelly's assignee, tag, or internal-note data. If Jelly has company-level data (multiple contacts sharing a domain or linked in Jelly's internal view), we create Intercom Company records and associate them with Contacts during migration. If Jelly conversations span multiple customer identities, we design the Contact creation strategy — one contact per Jelly thread or one contact per customer email — and document the logic in the scope.

  3. Sandbox migration and mapping validation

    We run a migration of 50-100 sample conversations into a non-production Intercom environment, preserving message threading, assignee mapping, and IMAP-attached files where available. The customer reviews a representative sample of migrated records against the Jelly source and confirms the mapping logic before we proceed to production migration. Any corrections to the Contact creation strategy, tag mapping, or assignee resolution happen in this phase. Jelly has no API and no sandbox, so this test run against a staging Intercom workspace is the only validation step before production.

  4. Contact and Company seed

    Before any conversation migration, we seed Intercom with Contacts created from every distinct customer email address found in Jelly conversations. If Jelly data includes company context, we create Intercom Companies first and then associate Contacts by domain match or a customer-supplied mapping. IMAP-based contacts (where Jelly holds no structured contact record) are created with whatever name and metadata appears in message headers. Any Contacts that cannot be resolved are flagged in the reconciliation report for the customer admin to handle.

  5. Production migration in dependency order

    We migrate conversations in chronological order, creating Intercom conversations linked to seeded Contacts, carrying the assignee as a native or custom attribute, tagging from IMAP headers or manual exports, and attaching files from IMAP where available. Jelly has no API, so we extract from IMAP thread-by-thread and push to Intercom's REST API with rate-limit handling and retry logic. We set a freeze window on the Jelly workspace at the agreed cutover time and run a final delta pass to capture any conversations created or modified since the migration start date. Attachments that could not be recovered from IMAP are listed in a manual upload checklist for the customer admin.

  6. Cutover, validation, and post-migration handoff

    We direct email forwarding from Jelly shared addresses to the new Intercom inboxes and confirm that incoming messages route correctly. We deliver a migration reconciliation report showing record counts, any gaps from IMAP limitations, and the manual upload checklist for unrecoverable attachments. We deliver a written inventory of Jelly workflows, Royal Jelly Slack integrations, and any automation the customer had configured — this is for the customer admin to rebuild in Intercom, as these objects are not migratable. We offer a one-week post-cutover hypercare window to resolve any data issues raised during the first days of live Intercom operation.

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.
Intercom logo

Intercom

Destination

Strengths

  • Integrated AI agent (Fin) for automated resolution with per-resolution billing that rewards high automation rates.
  • Multi-channel inbox consolidating live chat, email, SMS, WhatsApp, and Phone into a single threaded view.
  • Native help center with articles, collections, and self-service deflection capabilities.
  • Workflow automation for routing, qualification, and proactive outbound messaging across channels.
  • Strong API ecosystem with 10,000 req/min rate limits for private apps enabling high-throughput migration pipelines.

Weaknesses

  • Pricing model compounds with seat count, AI resolution fees, channel costs, and multiple add-ons, making total cost hard to predict.
  • Workspace-level isolation prevents moving workflows or content between environments, requiring manual rebuilds.
  • S3 JSON export deliberately excludes conversation transcripts, necessitating REST API calls for full message history.
  • Outages are reported as frequent enough to be a concern for always-on support operations.
  • Setup complexity means teams often require internal guidance or professional services to configure bots and automation correctly.

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 Intercom.

  • 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 Intercom 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 Intercom data migrations

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

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Most Jelly to Intercom migrations land between three and five weeks for straightforward shared-inbox setups with under 10,000 conversations and no IMAP attachment recovery required. Migrations that involve IMAP credential verification and thread-by-thread attachment extraction, multi-inbox consolidation, or Intercom Custom Object configuration extend to six to ten weeks. Discovery and scoping typically takes three to five business days for Jelly migrations because the absence of a documented API requires manual data assessment before we can confirm what scope is achievable.

Adjacent paths

Related migrations to explore

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