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01Agent-first
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02Engineer-led
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Migrate from JSON to Tidio with precision & ease

A seamless, customizable migration solution for moving your JSON data with perfect fidelity and minimal disruption.

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Last updated August 2026

JSON
Tidio
MIGRATION OVERVIEW

Why teams migrate from JSON to Tidio

The core problem
Migrating from JSON to Tidio requires defining the schema translation from scratch, as there is no native platform-to-platform migration path and JSON is a transport format rather than a structured data model. Tidio enforces a strict relational model centered on Contacts and Help Desk Tickets, meaning every conversation thread must resolve to a known contact with a valid email address, and every message requires an explicit author type and valid htmlContent field. Two distinct ingestion paths exist — the JSONL ticket importer (Plus plan, $749/mo+) for historical data with timestamp fidelity, and the OpenAPI for live operations — but neither path handles tags or custom fields natively, requiring a mandatory post-import API enrichment pass. Custom transformation code must bridge the source JSON schema to Tidio's object model, resolve internal user IDs to email addresses, and wrap plain text content in HTML before any data can be loaded.
Why this matters for your migration
KEY CHALLENGES

What makes this migration complex

These are the architectural mismatches and technical hurdles specific to a JSON to Tidio migration.

Most Critical

No Timestamp Override via API

The OpenAPI's POST /tickets/as-contact endpoint does not accept a createdAt parameter, so all historically imported tickets receive the current timestamp rather than their original creation date.

Blocks all downstream imports if mapped wrong

Tags and Custom Fields Excluded

The JSONL import schema silently ignores tags and custom field values without producing a validation error, requiring a mandatory secondary API enrichment pass using PATCH /tickets/{ticketId} to apply this metadata post-import.

Strict JSONL Validation Threshold

Tidio pre-validates the entire JSONL file before importing any records, and if 100 or more tickets are invalid the entire import aborts, meaning a single schema mistake at scale can block all historical data from loading.

Email-Based Identity Resolution

Tidio uses email as the universal join key across contacts, operators, and tickets, so any source JSON that stores users by internal ID requires a full ID-to-email resolution step before transformation can begin.

Required htmlContent Field on Messages

Every message in the JSONL schema requires a valid htmlContent field, meaning plain-text source data must be wrapped in minimal HTML markup during transformation or the affected ticket counts toward the invalid-record threshold.

API Contact Creation Not Idempotent

The POST /contacts endpoint always creates a new record even when the submitted email already exists in Tidio, returning HTTP 201 without error and producing duplicate contact records that must be de-duplicated separately.

MIGRATION RISK ASSESSMENT

Every migration risk, already solved

Migration between platforms is full of edge cases. Our engineers have identified every risk from JSON to Tidio and built proven solutions for each one.

High complexity
  • Messages
    Every message requires a valid htmlContent field and the API does not accept reply timestamps, meaning plain-text sources need HTML transformation and parallel API calls will produce scrambled thread ordering.
    Solved
  • Tags
    Tags are entirely absent from the JSONL import schema and are silently ignored if submitted, requiring all tags to be pre-created in the Tidio admin panel and applied exclusively through a post-import API enrichment pass.
    Solved
  • Custom Fields
    Like tags, custom fields are not supported in the JSONL schema and are silently dropped, so they must be pre-created in Tidio settings and applied via PATCH /tickets/{ticketId} after the initial import completes.
    Solved
  • Ticket Timestamps
    Timestamp fidelity is only achievable through the JSONL import path; any tickets loaded via the OpenAPI will be permanently stamped with the current import time, with no documented mechanism to correct historical dates afterward.
    Solved
Custom engineering
  • Contacts
    Contacts can be loaded via CSV import or API, but the API offers no upsert behavior — duplicate email submissions silently create new records rather than updating existing ones, requiring careful pre-import deduplication.
    Handled
  • Tickets
    Historical tickets can be imported with timestamp fidelity only via the JSONL path on the Plus plan; using the OpenAPI instead permanently discards original creation dates.
    Handled
  • Attachments
    Attachments are supported via the JSONL importer only if each file is hosted at a publicly accessible URL at import time; local files and private storage URLs are not supported and attachments uploaded this way cannot be migrated directly.
    Handled
  • Operators
    Operators cannot be created via API and must be manually invited through the admin panel before import; any operatorEmail in the JSONL that does not exactly match an active operator email will leave the ticket unassigned without a validation error.
    Handled
  • Large File Handling
    The JSONL importer supports files up to 1 GB, but transformation scripts processing large JSON exports risk memory exhaustion if standard in-memory parsers are used instead of streaming parsers during the schema conversion step.
    Handled
Clean transfer
  • Departments
    Departments must be pre-created in the admin panel before import, but unmatched departmentName values fall back gracefully to the default General department rather than causing an import failure.
    Clean
What Our Customers Say

Real migration stories

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CUSTOM MIGRATION

Fully customizable engineer-led migration

Tailor your migration from JSON to Tidio exactly to your needs with our flexible customization options. Our experts will configure the perfect migration plan for your business.

Migration Filters

Conversation Type

Filter by chat, email, or social media conversations

Tag-Based Selection

Migrate tickets with specific tags only

User Selection

Migrate tickets for specific users or agents

Time Range

Migrate tickets from a specific time period

Data Types

Tickets & Conversations

Full conversation history with all metadata

Automations & Macros

Workflows, templates, and automation rules

Knowledge Base

Articles, categories, and help center content

Customer Profiles

Customer information and interaction history

ZERO DOWNTIME

Your timeline. Our engineers.

A dedicated engineer runs your migration, planned around your schedule and your data.

No babysitting a wizard. Avoid debugging errors yourself.

Looking for a more detailed migration timeline?

Contact our team

Speed

The migration timeline depends on both our turnaround time and yours.

We can complete a migration in under a day when the accounts are connected and the sample migration is approved promptly.

Background Sync

We also support migrating the newest records first, so you can go live faster while the rest of the data is synced in the background.

Data Volume Impact

Larger data volumes may require longer migration windows.

Continuous Operation

Weekend migrations minimize disruption to your customer service operations.

MIGRATION TIMELINE

Your JSON to Tidio migration, step by step

See how long your migration will take from start to finish. Drag the slider to estimate based on your data volume.

How many records are you migrating?

<10K 50K 100K 250K 500K 1M 2M 5M 10M+
Checklist ~3 days
Sample 1 day
Review ~2 days
Full 2 days
Delta 1 day
Your team ClonePartner

Estimated total

~9 business days

1

Migration Checklist

1 day · ClonePartner ~2 days · Your team

We prepare the optimal data mapping as a shareable spreadsheet. Your team reviews, approves, and adds any customizations.

2

Sample Migration

1 day · ClonePartner

We run a test migration with a representative sample of your data to verify mapping accuracy and identify any potential issues before the full run.

3

Review & Approve

~2 days · Your team

Your team reviews the sample migration results, confirms data accuracy and mapping, and gives the go-ahead for the full migration.

4

Full Migration

2 days · ClonePartner

We execute the complete migration of all your data to your new Tidio, with real-time progress tracking and comprehensive logging.

5

Delta Migration

1 day · ClonePartner

We capture and transfer any new data that was added or updated during the main migration to ensure no data is lost. This final sync keeps everything current.

Complete Technical Guide

JSON to Tidio Migration: The Complete Technical Guide

Use Tidio's JSONL importer for historical tickets, load contacts separately, and run a second API pass for tags, custom fields, and enrichment.

23 min read

Read the guide

Pros and cons of different migration options

Choosing the right approach is key because migrating from JSON to Tidio isn't just about moving data – it's about protecting customer relationships.

Feature / Criteria ClonePartner Automated Tools CSV Import In-house migration
Custom Scripting for complex data ✓ Engineers build & maintain ✗ No ⚠ Manual ✓ Yes – but costly
Sandbox & Pilot Migrations ✓ Full sandbox + pilot plans ⚠ Limited ✗ No ⚠ Often Informal
Manual validation & reconciliation ✓ Automated + manual QA ✗ No ✓ Yes (Manual) ✓ Heavy manual effort
Backup & rollback plan ✓ Robust procedures ✗ No ✗ No ⚠ Often incomplete
Handles automation and integrations ✓ Full support ⚠ Partial ✗ No ⚠ Possible but fragmented
Post-migration engineer support ✓ Dedicated engineers ✗ No ✗ No ⚠ Limited SLA
Adaptable to API changes ✓ Proactive adaptation ✗ No ⚠ Manual fixes ⚠ Slower response
Turnaround / SLA predictability ✓ Predictable SLAs ⚠ Fast but brittle ⚠ Slow and manual ⚠ Often slower
Data Security & Compliance ✓ High – enterprise grade ⚠ Medium (depends) ⚠ Low (manual) ⚠ Hidden gaps common
Pricing predictability ✓ Transparent & fixed ⚠ Low (per-job) ⚠ Low (manual hours) ⚠ High/variable OPEX
End-to-end project management ✓ Full E2E delivery & PM ✗ No ✗ No ⚠ Often partial
Business impact & opportunity cost ✓ No diversion of staff ✗ No ✗ No ⚠ Diverts engineering

What does an Engineer-led migration mean anyway?

Speed & Accuracy: Our Blended Method

We blend automation (smart scripts, bulk APIs) with human expertise for speed without risk. Our engineers manually check every mapping, validation, and exception.

You get:

  1. Speed of automation for bulk record migration
  2. Precision of engineers verifying integrity and business logic
  3. Pilot migrations and sandbox testing to catch issues early
  4. Real-time validation reports and rollback readiness
Result: 50x faster migrations than manual imports — with near-zero error rates.

Handling the Tricky Tech and API Details

The JSON and Tidio APIs each behave differently, which is where our engineers shine. We build custom logic to handle the data quirks where generic tools typically break.

We handcraft API logic for:

  1. Field mapping and transformation
  2. Pagination, rate-limit handling, and throttling
  3. Preserving conversation threads, attachments, and internal notes
  4. Syncing custom fields, SLAs, and macros without breaking structure
Our scripts: Natively retry failed calls, re-queue large attachments, and ensure data parity.

No Guesswork

We don't just promise smooth migrations—we measure and prove them. Every client receives a Migration Validation Report with all metrics.

Typical results across projects:

  1. 100% record-count parity between your JSON data and Tidio
  2. Zero downtime during staged cutovers
  3. 99.9% attachment integrity (verified via checksum)
  4. Full automation and preservation of all business rules
Our standard: Includes full SLA preservation and 30 days of engineer-assigned support post go-live.

We Adapt to Your Setup (Not the Other Way Around)

No two teams configure JSON or Tidio exactly the same way—with unique automations and data. We customize every migration script to fit your exact workflow, tags, and triggers.

Our engineers adapt for:

  1. Custom fields, ticket forms, and workflows
  2. Multi-brand or multi-language setups
  3. Historical imports and partial (date-based) migrations
  4. Integration re-mapping for CRMs, chat, or feedback tools
The promise: If your data doesn't fit a standard template, we build one just for you.

Enterprise-Grade Security & Compliance

Your customer data is precious. Our migration process maintains the highest standards of security and regulatory compliance.

SOC 2 Type II

Independently audited compliance with rigorous security standards

ISO 27001

Certified information security management system

GDPR

Full compliance with EU data protection regulations

HIPAA

Certified for handling protected health information

AES-256 Encryption

Bank-grade encryption for all stored credentials

Latest TLS

Secure transfer protocol for all data in transit

Role-Based Access

We follow role-based access control for every migration project

Scheduled Deletion

Automatic data purging after migration completion

FAQ

Frequently Asked Questions

Everything you need to know about migrating from JSON to Tidio. Can't find what you're looking for? Talk to our team.

Still have questions?

Book a free 30-minute consultation with our team.

Contact our team

Before you start

4 questions
Do I need professional help for this migration?
Yes. Professional help ensures proper field mapping and preservation of relationships between records. Our engineer-led approach catches edge cases that automated tools miss.
Does ClonePartner provide guidance before committing?
Yes. We provide a free consultation and assessment. We'll review your data structure, discuss your requirements, and provide a detailed migration plan and fixed-price quote before you commit to anything.
Do you use an off-the-shelf tool to migrate from JSON to Tidio, or is this built for our data?
It is built for your data. Each migration is a set of custom scripts written for your data model, not a generic import tool. That is also why we start with a sample migration: you see your own records in Tidio before the full migration is committed.
Can we see a sample of our JSON data migrated to Tidio before the full migration runs?
Yes. We run a sample migration on your own data first, so you can review how your records look in Tidio before the full migration goes ahead. We run validation scripts to confirm the record counts match your source, and you check the sample against your source records; if a field is missing or mapped wrong, or anything else needs adjusting, we fix it in the migration scripts and re-run the sample as many times as you need. The full migration only runs after you've approved the sample. On projects delivered in phases, each phase gets its own sample migration for you to approve.

Data & mapping

5 questions
If the new system can't natively support an old record type, what are my options?
We handle it case by case. While mapping your data, we identify every record type without a direct counterpart in Tidio, review sample records from it and propose how it can be represented, based on what Tidio supports: map it to the closest native object, create a custom field or object, fold it into the parent record as text or a note, attach it as a file, or keep it in a read-only archive. You choose the approach, we write the migration scripts to place the data there, so it comes across in the form you choose instead of being left behind, and you see how it looks in a sample migration before we run the full set.
Will the migration set off automations or send emails or notifications to customers, our team or anyone else?
No. Before the sample or full migration starts, we confirm with you that nothing in Tidio will send messages about the migrated data: we import with notifications switched off wherever Tidio allows it, and either pause any automation that could send them for the migration window or give it a condition, such as a suppression tag, that skips migrated records, which lets your live automations keep running for new records. We only proceed once you have confirmed it. If you want anyone told about the move, that message is sent separately, once the migrated data has been checked.
Can you migrate data that Tidio can't take in through an API?
In many cases, yes. Where something can't be written through an API, we recreate it through Tidio's user interface where the interface allows it, and where that work is repetitive we script and automate it. We tell you up front which items are handled this way, because recreating them through the interface can add time to the schedule.
What happens if Tidio requires fields our JSON data doesn't have?
We check the destination for required fields your source data cannot fill and bring each one to you before those records are migrated. Together we agree how each one is handled, such as a mapping from an existing field, a default value, or, where Tidio lets that field be made optional, setting it to not required for the migration so you can make it required again once the migration is complete. The migration then runs with that rule applied, so no records are rejected or left behind.
How will we tell migrated records apart from the ones already in Tidio?
We can mark every migrated record in Tidio, for example with a custom checkbox field such as "Migrated from JSON", so your team can tell migrated data apart from records created there. We agree the marker with you during scoping so it fits how your team uses Tidio.

Timeline & downtime

2 questions
How long does the JSON to Tidio migration take?
Most migrations complete within 1–5 business days, depending on data volume and complexity; very large migrations, such as several hundred thousand records, take longer. We provide a detailed timeline after the initial assessment and can often complete small migrations in under 24 hours.
Can we change fields or settings in JSON or Tidio while the migration is running, and is there anything we should switch off?
Mostly yes, and your team can keep working as normal, but leave the fields being migrated as they are, in JSON and Tidio, until the migration, including the final delta, is complete. The field mappings are set before the run starts, so hold off on renaming or removing those fields, and changing a migrated field's options, archiving it, or marking it as required or conditional can stop records from migrating. Where needed, and as agreed with you, we set the matching fields in Tidio to active, not required and not conditional for the duration of the migration. Other fields can be added or removed in the meantime. Also pause any AI agents, automations or rules in Tidio that could act on migrated records, so they don't fire on historical records as they arrive; if some must keep running for live work, we can instead agree a condition that makes them skip migrated records. Once the migration is complete, you can switch them back on, restore those field settings and rename fields freely.

Pricing

1 question
Is migration pricing a flat fee, or does it scale with data volume?
It's a flat fee with no hidden costs. The price we agree with you for your scope is the price you pay, and small variances in the final volume, a bit more or less, are included.

After go-live

3 questions
How do I validate that everything migrated correctly?
Every client receives a Migration Validation Report with comprehensive metrics including record-count comparison, attachment integrity verification via checksum, and full audit logs of the migration run, showing every record created, skipped or failed. If any item didn't come across, the report names each one, the specific reason, and how to bring it across if you want it there. We also offer unlimited sample migrations, so you can check your data before the full migration runs.
What support do you provide after the migration goes live?
At ClonePartner, we consider ourselves your partners in this journey. We take full accountability for your migration's success. Once your migration goes live, we provide 30 days of comprehensive post-migration support as standard, and longer support, such as 60 or 90 days, can be agreed for your project. During this period, we help with anything related to your migrated data, so your migration is a complete success.
After migration, do I contact ClonePartner or the platform's own support if something looks wrong?
ClonePartner is the contact for anything about the migrated data itself. Questions about the platform itself, such as how its features and settings work, go to the platform's own support or to whoever administers it for you.

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Attention to Detail

We meticulously handle every aspect of your migration, ensuring no data is lost during transfer and mapping every field correctly between platforms.

Custom Solutions

Every business is unique. We tailor your migration strategy to match your specific requirements, workflows, and data structures.

Security & Compliance

Your customer data is handled with enterprise-grade security protocols, ensuring compliance with GDPR, HIPAA, and industry standards.