Helpdesk migration

Migrate from Heyday AI to Zoho Desk

Field-level mapping, validation, and rollback between Heyday AI and Zoho Desk. We move data and schema; workflows are rebuilt natively in Zoho Desk.

Heyday AI logo

Heyday AI

Source

Zoho Desk

Destination

Zoho Desk logo

Compatibility

33%

4 of 12

objects map 1:1 between Heyday AI and Zoho Desk.

Complexity

CModerate

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Heyday AI to Zoho Desk is a structural migration from a retail chatbot platform with no standalone public API into a mature multi-channel help desk with a documented REST API and a native CSV import tool. Heyday AI holds customer profiles synced from e-commerce integrations, conversation threads built by an AI chatbot, and agent accounts managed through Hootsuite. Zoho Desk receives these as Contacts, Accounts, Tickets with Threads, and Agents respectively. The critical complexity on the Heyday side is that no documented export API exists; conversation history, automation rules, and bot training data require manual extraction via the Hootsuite admin interface or direct vendor assistance. We handle that extraction process in the discovery phase, prepare data in the Zoho Desk assisted migration CSV format (Agents_XX.csv, Accounts_XX.csv, Contacts_XX.csv, Tickets_XX.csv), and import in dependency order. FAQ automation flows, keyword triggers, and routing logic built inside Heyday's conversational flow builder do not migrate; we deliver a written specification of every observed automation for the customer's admin to rebuild in Zoho Desk Blueprint or Macros. Reports, dashboards, and SLAs similarly require manual reconfiguration in Zoho Desk's Setup.

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

Heyday AI logo

Heyday AI

What's pushing teams away

  • Lack of a documented standalone public API makes Heyday difficult to integrate with custom internal tools or migrate away from without vendor assistance
  • Pricing requires direct sales consultation rather than transparent published tiers, which creates friction for SMBs evaluating cost
  • When Heyday's AI cannot resolve a query, routing to human agents can feel inconsistent, and some reviews note response quality drops on complex issues
  • Brands outgrowing generic retail FAQ automation need deeper customisation or vertical-specific workflows that Heyday does not provide
  • The platform is tightly coupled to Hootsuite; brands seeking a standalone conversational AI or a platform with richer API access look to alternatives

Choosing

Zoho Desk logo

Zoho Desk

What's pulling them in

  • Deep Zoho ecosystem integration lets support data tie directly to CRM contacts, invoice records in Zoho Books, and custom apps built in Zoho Creator, providing a unified customer view without third-party middleware.
  • Pricing undercuts comparable platforms significantly: Enterprise at roughly $40 per agent per month versus Zendesk at comparable tiers, making it attractive for cost-sensitive teams scaling past 10 agents.
  • Blueprints and multi-level escalations allow teams to codify support workflows and enforce SLA routing automatically, reducing manual triage for mid-size support operations.
  • Multi-channel ticket ingestion unifies email, social media, live chat, and phone into a single queue view, giving agents one inbox without context-switching across channels.
  • The free tier up to 3 agents lets small teams validate the platform before committing, reducing financial risk for startups and micro-businesses evaluating help desk software.

Object mapping

How Heyday AI objects map to Zoho Desk

Each row shows how a Heyday AI object lands in Zoho Desk, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

Heyday AI

Conversations

maps to

Zoho Desk

Ticket + Ticket Thread + Ticket Comment

1:many
Not supported

Conversation threads in Heyday map to Zoho Desk Tickets with message history in Thread and Comment records. Since Heyday has no documented export API, we extract conversation data via Hootsuite admin backend access or manual admin UI export where available. Each distinct conversation becomes a Ticket with the originating customer's email as the requester, agent assignment resolved by the original assigned agent email, and message timestamps preserved in Thread records. Subject line maps from Heyday's conversation title or first message excerpt. Tags migrate as Zoho Desk Tags. This extraction step is the highest-risk part of the migration and may require Hootsuite vendor assistance if the admin UI export does not include full message body content.

Heyday AI

Customers

maps to

Zoho Desk

Contact + Account

1:many
Mapping required

Heyday Customer profiles may contain both individual shopper data and organisational data from e-commerce integration. We split at migration time: individual profiles with a single email and no company affiliation map to Zoho Desk Contact. Profiles with a company name or domain map to Zoho Desk Account first, then Contact linked to that Account via AccountId. Custom customer properties built inside Heyday (such as loyalty tier, preferred language, or acquisition channel) migrate to Zoho Desk custom Contact fields that we create before import. Heyday customer identifiers are stored as ContactExtId in Zoho Desk for dedupe validation on subsequent delta imports.

Heyday AI

Products

maps to

Zoho Desk

Product

1:1
Mapping required

Product records synced into Heyday from connected e-commerce platforms map to Zoho Desk Product. We extract product name, SKU (stored in product_code), description, and unit price. The Zoho Desk Product module stores these for linking to Tickets and Accounts, but Zoho Desk does not natively manage inventory; inventory tracking depends on the connected e-commerce platform post-migration. Product records are imported before Tickets so that the product reference on ticket line items is satisfied.

Heyday AI

Orders

maps to

Zoho Desk

Custom Field on Ticket or Contact

lossy
Mapping required

Order data does not live natively inside Heyday; it is referenced from connected e-commerce platforms during chatbot interactions. We preserve order reference numbers (order ID, order date, order total) as custom fields on the relevant Zoho Desk Contact or Ticket record, depending on where the customer reference is most contextually relevant. We do not migrate full order records into Zoho Desk; the e-commerce platform remains the system of record for order data post-migration.

Heyday AI

Automation Rules

maps to

Zoho Desk

Blueprint + Macro (rebuild required)

lossy
Not supported

Heyday FAQ automation flows, keyword triggers, and routing logic are configured inside the Heyday conversational flow builder and are not exposed as data that can be exported. This object cannot be migrated. We perform live observation of the customer's Heyday automation during the discovery phase and document every observed trigger, keyword, condition, and routing action as a written specification. The customer uses this specification to rebuild equivalent Zoho Desk Blueprint flows and Macros post-migration. We do not rebuild these as code inside the migration scope.

Heyday AI

Agent Profiles

maps to

Zoho Desk

Agent (User)

1:1
Mapping required

Human agent accounts and their assignment rules in Heyday are managed through Hootsuite admin. We extract agent identities (name, email, department, role) via Hootsuite admin APIs where accessible, or via manual admin export. Each agent maps to a Zoho Desk Agent record by email match. Zoho Desk requires a unique email per agent. Any Heyday agent without a corresponding Zoho Desk user account is placed in a reconciliation queue for the customer's admin to provision before record migration begins. Department and role data maps to Zoho Desk Departments and Role-based ticket assignment rules.

Heyday AI

Tags and Labels

maps to

Zoho Desk

Tag + Custom Field

lossy
Mapping required

Conversation tagging schemas in Heyday vary by customer implementation. We extract all observed tag names, label values, and hierarchical groupings used on conversations and customers and map them to Zoho Desk Tags. Tags that represent structured categorical data (such as customer segment, issue type, or channel source) may be better represented as Zoho Desk custom picklist fields rather than free-form Tags; the customer chooses the strategy during scoping. Tag names are preserved as-is on import to avoid losing categorisation context.

Heyday AI

Integrations

maps to

Zoho Desk

Connector / Integration documentation

1:1
Mapping required

Heyday connects to 20 or more apps including Shopify, WooCommerce, Magento, Facebook Messenger, Instagram, and WhatsApp. During discovery we identify every active integration and document its equivalent in Zoho Desk. Zoho Desk has its own connector marketplace covering CRM, e-commerce, and communication channels. We produce a written integration parity map showing which Heyday integrations have a native or marketplace Zoho Desk equivalent, which require a third-party integration tool (such as Zapier or Make), and which have no Zoho Desk equivalent and require a process change. We do not configure the integrations themselves; that is a separate implementation task.

Heyday AI

Bot Training Data and FAQ Responses

maps to

Zoho Desk

Knowledge Base Article (rebuild required)

lossy
Fully supported

Bot responses and FAQ content configured inside Heyday's conversational flow builder do not exist as exportable data records. We cannot migrate them as structured content. During discovery we document the FAQ topics, question variants, and response content observed in Heyday's automation flows. This documentation serves as the source material for the customer to create Zoho Desk Knowledge Base articles and to configure Zia (Zoho Desk's AI assistant) with equivalent response logic. The Knowledge Base module in Zoho Desk is the direct functional replacement for Heyday's FAQ automation content.

Heyday AI

Departments

maps to

Zoho Desk

Department

1:1
Fully supported

If Heyday agent accounts are organised into departments or teams via Hootsuite, those department structures map to Zoho Desk Departments. We create the department hierarchy in Zoho Desk before agent records are imported so that agents are assigned to departments at the time of account creation. Ticket routing rules in Zoho Desk reference departments, so the department structure must be in place before ticket import begins.

Heyday AI

SLA Configuration

maps to

Zoho Desk

SLA Policy

lossy
Fully supported

Heyday does not expose SLA configuration as a data object based on public documentation. If the customer has configured response time or resolution time expectations in Heyday (via Hootsuite orHeyday admin settings), we document those settings during discovery. Zoho Desk SLA Policies are created post-migration using the documented thresholds as the source specification. SLA creation is a Zoho Desk configuration task, not a data migration task.

Heyday AI

Reports and Dashboards

maps to

Zoho Desk

Report + Dashboard (rebuild required)

lossy
Fully supported

Heyday's reporting covers FAQ automation rates, deflection rates, and conversation volume by channel. These reports are platform-native and cannot be exported. We deliver a written inventory of every active Heyday report with its metric definitions, date ranges, and filters as a specification for the customer to rebuild in Zoho Desk using its native reporting module. Zoho Desk Professional and above include custom report builders; Enterprise adds advanced analytics. We do not rebuild reports as part of the migration scope.

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.

Heyday AI logo

Heyday AI gotchas

High

No documented public API for data export

Medium

Pricing requires sales consultation

High

Automation rules and bot logic do not export

Medium

Limited public documentation on schema

Zoho Desk logo

Zoho Desk gotchas

High

Agent email identity determines comment ownership after migration

High

Blueprints and SLA policies do not export via API

Medium

File upload capped at 10GB per migration batch

Medium

Tier-gated export and migration capabilities

Low

Inbound migration is two-phase with a hard Phase 2 cutoff

Pair-specific challenges

  • Heyday has no documented public API for conversation export

    Heyday AI does not publish a standalone API in public developer documentation. This means conversation threads, message history, customer profiles from Heyday's internal store, and automation rules cannot be pulled via standard API calls. We work with Hootsuite's backend where API access is available, or we request that the customer use Heyday's admin UI to extract whatever is exportable manually, then reconstruct the data in Zoho Desk. This extraction step adds significant time and manual effort to any migration project, and in some cases requires Hootsuite vendor assistance to access full conversation transcripts. We flag this risk at scoping and plan the extraction phase as the first milestone in the project timeline.

  • Automation rules and bot logic do not export from Heyday

    FAQ automation flows, keyword triggers, routing logic, and bot training data configured inside Heyday's conversational flow builder are not exposed as data that can be exported. Any investment in building complex automation must be recreated from scratch at the destination. We document all observed automation logic during the discovery phase by walking through the Heyday flow builder with the customer's admin and recording every trigger, condition branch, and response action. The customer receives a written automation specification to use as the blueprint for rebuilding in Zoho Desk Blueprint and Macros. We do not rebuild these as code.

  • Zoho Desk Zwitch does not support Heyday as a migration source

    Zoho Desk's native Zwitch migration tool lists Freshdesk, Zendesk, Salesforce, Kayako, Intercom, HappyFox, and Help Scout as supported sources, but Heyday AI is not among them. This means the assisted migration path that Zoho Desk provides is not available for this pair. We use Zoho Desk's API and CSV import tool directly, formatting data according to the Zoho Desk assisted migration CSV specification (Agents_XX.csv, Accounts_XX.csv, Contacts_XX.csv, Tickets_XX.csv, Threads_XX.csv). We cannot rely on Zoho's migration team to handle the source-side extraction.

  • Conversation subject lines may not map cleanly to Zoho Ticket titles

    Heyday conversation titles are typically generated from the first message excerpt or the channel (e.g., Facebook DM, Instagram DM, chat session). These do not always form meaningful ticket subject lines in Zoho Desk, where a clear subject is required on every Ticket. We handle this by applying a subject normalisation rule during the data transformation phase: if the conversation title is a generic channel identifier, we derive the subject from the first message body up to 250 characters. Inconsistent subject generation is a common post-migration data quality issue that we address as part of the transform logic rather than leaving it for manual correction.

  • Zoho Desk API rate limits constrain bulk import throughput

    Zoho Desk's REST API enforces per-minute and per-day request limits that vary by Zoho Desk edition and the specific API endpoint. Large conversation histories (tens of thousands of tickets and threads) require chunked batch insertion with exponential backoff on rate limit responses. We use Zoho Desk's bulk API endpoints where available and apply request throttling and retry logic to avoid 429 responses blocking the migration. Without this handling, bulk imports can stall mid-run and require manual restart.

Migration approach

Six steps for a successful Heyday AI to Zoho Desk data migration

  1. Discovery and data extraction planning

    We audit the Heyday and Hootsuite admin interface to identify all exportable data: customer profiles, conversation threads, agent accounts, departments, tags, and product references. Because Heyday has no documented standalone API, we assess what Hootsuite admin APIs are accessible for the customer's account and what manual admin UI exports are available. We produce a written data inventory listing every object we can extract, the extraction method (API, admin export, manual), and the estimated extraction time. This step establishes the realistic migration scope before any Zoho Desk configuration begins.

  2. Zoho Desk schema setup

    We configure the destination Zoho Desk account ahead of data import. This includes creating any custom fields on Contacts and Tickets to receive Heyday-specific properties (loyalty tier, acquisition channel, conversation source channel), setting up the department hierarchy matching the Heyday agent organisation, configuring ticket status values that map from Heyday conversation states (open, resolved, escalated), and creating Tags to receive Heyday's tagging conventions. We also configure SLAs using documented thresholds from Heyday if available. All schema work is performed in the customer's live Zoho Desk environment with a pre-migration backup taken before any data is inserted.

  3. Manual data extraction from Heyday

    We execute the data extraction plan from Step 1, working with the customer's Hootsuite admin to pull conversation history, customer profiles, agent records, and product references. If Heyday's admin UI does not support bulk export, we request Hootsuite vendor assistance or perform manual logging of conversation data. This phase is the most variable in duration across migrations; small accounts with accessible admin exports complete in days, while accounts requiring vendor assistance may take two to three weeks. We communicate extraction progress against the project baseline at each working session.

  4. Data transformation and CSV preparation

    We transform the extracted Heyday data into Zoho Desk CSV format using the assisted migration specification: Agents_XX.csv (agentExtId, Last Name, First Name, Email), Accounts_XX.csv (AccountExtId, Account Name, Website, Phone), Contacts_XX.csv (ContactExtId, Last Name, Email, AccountExtId, mobile phone fields), Tickets_XX.csv (TicketExtId, Subject, ContactExtId, agentExtId, status, priority, created time), and Threads_XX.csv (linked to tickets by ticketExtId). We apply the subject normalisation rule for conversations without meaningful titles, resolve Heyday agent emails to Zoho Desk agentExtId values, and flag any records with missing required fields for customer-side resolution before import.

  5. Zoho Desk import in dependency order

    We import data into Zoho Desk in strict dependency order: Departments first, then Agents (since tickets reference agents), then Accounts (since contacts reference accounts), then Contacts (with AccountId resolved), then Products, then Tickets (with ContactExtId and agentExtId resolved), then Threads and Ticket Comments. Each phase emits a row-count reconciliation report showing records inserted versus records expected. Any records rejected due to validation errors are corrected in the source CSV and re-imported in the same phase before moving to the next. We apply API rate-limit backoff on Zoho Desk API calls throughout to avoid throttling.

  6. Automation rebuild handoff and cutover

    We deliver a written Automation Inventory and Rebuild Specification covering every Heyday FAQ automation flow, keyword trigger, routing rule, and bot response topic observed during discovery, with a Zoho Desk Blueprint or Macro equivalent for each. We deliver a Knowledge Base Article specification derived from Heyday's bot response content. We deliver a Reports Inventory with the metric definitions from Heyday's native analytics for the customer to rebuild in Zoho Desk reporting. We perform a final cutover by disabling Heyday's live routing, running a delta migration of any records modified during the migration window, then confirming Zoho Desk as the active system of record. We support a one-week post-cutover reconciliation window for the customer to raise any data issues before migration close.

Platform deep dives

Context on both ends of the pair

Heyday AI logo

Heyday AI

Source

Strengths

  • Automates up to 80% of repetitive customer FAQ queries with an always-on AI chatbot
  • Unified inbox combines social and chat channels into a single agent interface
  • Connects to e-commerce platforms, product feeds, and order tracking systems for real-time customer support
  • Provides live chat and video shopping capabilities alongside bot automation
  • Backed by Hootsuite's enterprise infrastructure and global support network

Weaknesses

  • No standalone public API documented for data export or third-party integrations
  • Pricing is not publicly available and requires a sales consultation to obtain
  • Automation rules and bot training data cannot be exported and must be rebuilt from scratch at the destination
  • Platform is tightly coupled to Hootsuite; standalone use cases are limited
  • Limited information in public sources about custom object support or enterprise configuration options
Zoho Desk logo

Zoho Desk

Destination

Strengths

  • Generous free tier for teams of up to 3 agents with no time limit, reducing financial risk for small support operations.
  • Per-agent flat pricing across tiers is significantly lower than Zendesk, Freshdesk, or Intercom at equivalent feature levels.
  • Tight integration with Zoho CRM, Zoho Books, and Zoho Creator provides a unified data ecosystem without third-party middleware.
  • Multi-channel ticket aggregation consolidates email, social, chat, and phone into a single queue view.
  • Assisted migration service handles the two-phase transfer process with Zoho's own migration team for inbound moves.

Weaknesses

  • The UI is frequently described as dated, clunky, and inconsistent across modules compared to modern SaaS competitors.
  • Advanced automation features including Blueprints, multi-brand, and live chat are tier-gated, limiting the free and Express plans to basic ticketing.
  • Non-Zoho integrations require custom Deluge scripting or external middleware, reducing flexibility for heterogeneous tech stacks.
  • Steep learning curve and complex customization options mean slower onboarding for new agents and ongoing training investment.
  • Export and migration capabilities are gated by plan tier, with data backup only available on higher plans.

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 Heyday AI and Zoho Desk.

  • Object compatibility

    D

    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

    Heyday AI: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Heyday AI to Zoho Desk 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 Heyday AI to Zoho Desk data migrations

Answers to the questions buyers ask most during Heyday AI to Zoho Desk migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Heyday AI to Zoho Desk migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most migrations land between two and four weeks for accounts with up to 5,000 conversations, 2,000 customer profiles, and 50 agents where Hootsuite admin export is accessible without vendor assistance. Migrations where Heyday's admin UI does not support bulk export and Hootsuite vendor assistance is required, or those with large conversation histories (over 10,000 tickets), custom Heyday customer properties, or multi-department Zoho Desk structures extend to five to eight weeks because of the manual extraction phase and custom field configuration work.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Heyday AI.
Land in Zoho Desk, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day