Helpdesk migration

Migrate from Heyday AI to Freshdesk

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

Heyday AI logo

Heyday AI

Source

Freshdesk

Destination

Freshdesk logo

Compatibility

50%

4 of 8

objects map 1:1 between Heyday AI and Freshdesk.

Complexity

CModerate

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Heyday AI to Freshdesk is a structural shift from a retail chatbot-first model to a full helpdesk ticketing platform. Heyday holds Conversations, Customers, Products, and Orders primarily as references pulled from e-commerce integrations rather than as native stored records, while Freshdesk operates a structured Tickets, Contacts, Companies, and Agents model with optional Custom Objects for order data. Heyday does not publish a standalone API, which means migration data must be extracted manually from the Heyday admin UI or with direct Hootsuite backend assistance, then pushed into Freshdesk via its documented REST API and bulk CSV import. We handle the extraction gap by sequencing a manual export phase first, transforming conversation threads into Freshdesk ticket format, mapping Heyday customer profiles to Freshdesk Contacts, and resolving agent identities against Freshdesk Agents. Automation rules, FAQ flows, and bot training data do not export and are documented for rebuild in Freshdesk's automation builder. The migration scope is bounded to records and engagement history; we do not migrate Heyday's integrations as live connections, but we deliver an integration inventory specifying their Freshdesk equivalents.

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

Freshdesk logo

Freshdesk

What's pulling them in

  • Free tier for 1-2 agents with no credit card makes initial evaluation risk-free and appeals to startups and small support teams.
  • Per-agent pricing is predictable and scales cleanly as teams grow from Growth at $15/agent/month to Enterprise at $89/agent/month.
  • Freddy AI Copilot and Email AI Agent bring AI assistance without forcing a full platform switch, appealing to teams already embedded in Freshdesk.
  • Multilingual help desk and customer portal features serve global SMB teams without requiring enterprise-level investment.
  • Collaborators up to 5,000 included in paid plans allow non-agent stakeholders to view tickets without additional licensing cost.

Object mapping

How Heyday AI objects map to Freshdesk

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

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

Heyday AI

Conversation

maps to

Freshdesk

Ticket

lossy
Fully supported

Heyday conversation threads map to Freshdesk Ticket records with the conversation thread reconstructed as Ticket Description and threaded Replies. Heyday stores conversation messages with timestamps, sender role (customer or agent), and channel metadata. We transform this into Freshdesk's Ticket format using the conversation_start_timestamp as Ticket created_at, the last message timestamp as Ticket updated_at, and the channel value (chat, social, email) mapped to Freshdesk's type field. Conversation tags from Heyday migrate as Freshdesk Tags. Where Heyday conversation threads reference specific Products or Orders, those references are preserved as text in the Ticket description and optionally pulled into Freshdesk Custom Objects if the customer configures them.

Heyday AI

Customer

maps to

Freshdesk

Contact

1:1
Fully supported

Heyday customer profiles (name, email, phone, e-commerce platform ID) map directly to Freshdesk Contact records. We use email as the primary dedupe key during import. Heyday-specific custom properties built inside Heyday's customer schema are mapped to Freshdesk Contact custom fields if those fields are pre-created in Freshdesk; if not, they are noted in the migration handoff as fields requiring admin configuration before a follow-on sync. Heyday customer profiles sourced from connected e-commerce platforms (Shopify, Magento) are identified by their external_id field and mapped to the Freshdesk Contact's unique ID for downstream reference.

Heyday AI

Customer

maps to

Freshdesk

Company

1:1
Fully supported

Heyday customer records that include a company or brand affiliation map to Freshdesk Company records. We map the company name from Heyday to Freshdesk Company name, and resolve the Contact-to-Company relationship during import using Heyday's customer_company_id or equivalent field. Freshdesk requires at least 10 Tickets in the account before importing Contacts via CSV, so we validate this prerequisite is met before running the bulk import phase.

Heyday AI

Agent Profile

maps to

Freshdesk

Agent

1:1
Fully supported

Heyday agent accounts (human agents assigned to conversations) map to Freshdesk Agent records. We extract agent identities from Heyday's admin UI or Hootsuite backend access where available, matching by email address to the Freshdesk Agent. Agent role and permission sets from Heyday (admin, agent, viewer) are mapped to Freshdesk's Agent Groups and Roles configuration. Any Heyday-specific roles that have no Freshdesk equivalent are documented in the handoff for manual role assignment post-migration.

Heyday AI

Product

maps to

Freshdesk

Product or Custom Object

lossy
Fully supported

Heyday pulls product data from connected e-commerce platform integrations rather than storing products natively. During migration we identify which Products are referenced in conversation threads and extract the product name, SKU, and price where present. These are mapped to Freshdesk Products if the customer is on a Freshdesk plan that includes the Product Catalog feature, or to Freshdesk Custom Objects (configured as Products) on the Products object if the customer prefers a flexible schema. Product references in ticket descriptions are preserved as plain text regardless of whether a formal product record exists in Freshdesk.

Heyday AI

Order

maps to

Freshdesk

Custom Object (Orders)

lossy
Fully supported

Heyday does not hold order data natively — order tracking queries pull from connected e-commerce platforms. We extract order references appearing in conversation threads (order ID, status, line items, amounts) and map them to Freshdesk Custom Objects configured as Orders, with fields for Order ID, Status, Customer (lookup to Contact), Total Amount, and Currency. Freshdesk's Custom Object documentation shows this as a supported pattern for e-commerce order tracking linked to Tickets and Contacts. We pre-create the Custom Object schema before migration so that order references can be linked via lookup fields during the import phase.

Heyday AI

Tag and Label

maps to

Freshdesk

Tag

1:1
Fully supported

Heyday's conversation tagging schema (labels applied to conversations for categorization, intent tracking, or routing) maps to Freshdesk Tags. We extract the full set of unique tag values from Heyday conversation exports, map each tag name directly to a Freshdesk Tag, and apply them to the corresponding Ticket records during migration. Freshdesk Tags are applied per-Ticket rather than globally, matching Heyday's per-conversation tagging model. Note that Freshdesk does not currently support exporting tags by contact filter, so tag migration is applied at the Ticket level only.

Heyday AI

Integration connector

maps to

Freshdesk

Freshdesk App or API integration

lossy
Fully supported

Heyday connects to 20-plus apps including Shopify, Magento, Facebook Messenger, Instagram, and WhatsApp. During migration we identify which integration connectors are active in Heyday and document each with its equivalent in Freshdesk's app ecosystem or API capability. Freshdesk's App Marketplace lists integrations for Shopify, Magento, WhatsApp, and major social channels. We do not migrate integrations as live connections; we deliver an integration inventory specifying the Freshdesk App or webhook configuration required to recreate each active Heyday integration post-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.

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

Freshdesk logo

Freshdesk gotchas

High

API access is blocked on the free plan

High

Per-minute rate limits are account-wide and endpoint-specific

Medium

Multi-channel source types do not map 1:1 to all destinations

Medium

Custom objects created in-product cannot be accessed by other apps

Low

Contact import requires at least 10 existing tickets in the account

Pair-specific challenges

  • Heyday AI has no documented public API for bulk data extraction

    Heyday AI does not publish a standalone API in public developer documentation. All migration data must be extracted manually from the Heyday admin UI, exported via Heyday's internal tooling with Hootsuite backend involvement, or reconstructed from connected e-commerce platform exports. This fundamentally changes the migration approach: rather than a programmatic pull from source API, we run a manual export phase, transform the extracted files, then push into Freshdesk via Freshdesk's REST API and CSV import. We scope this explicitly in discovery and advise customers to request a schema export from Hootsuite support before migration begins.

  • Conversation history must be reconstructed from admin exports

    Heyday conversation threads are not accessible via a documented API. We work with the customer's Heyday admin to export conversation history from the UI where available, or request a data dump from Hootsuite support. The exported format varies by implementation and may include JSON logs, CSV thread exports, or HTML exports. We build a transformation pipeline to normalize this into Freshdesk Ticket format, with message content mapped to Ticket Description and Replies, timestamps preserved, and agent/customer attribution maintained. Any gaps in the export (missing messages, truncated threads) are flagged in the reconciliation report.

  • Freshdesk List Tickets API returns a maximum of 300 pages

    Freshdesk's List Tickets API enforces a pagination cap of 300 pages per request. For migrations with more than 300 pages of tickets (approximately 18,000 records at default page size), the API cannot retrieve all records in a single pass. We handle this by using Freshdesk's admin-level data export feature (Admin > Account > Export) which generates a full XML or CSV export of all tickets, bypassing the API pagination limit. The export file is processed in batches during migration. This approach requires the customer to have Freshdesk admin access and to wait for the export generation email before the import phase begins.

  • Automation rules and bot training data do not migrate

    Heyday FAQ automation flows, keyword triggers, routing logic, and trained bot responses are configured inside Heyday's conversational flow builder and are not exposed as data that can be exported. Any investment in configuring Heyday's AI automation must be recreated from scratch in Freshdesk's automation builder (Freshdesk Automations) or through Freddy AI Agent configuration. We document all observed automation logic during discovery so the customer has a complete specification to rebuild from, but the rebuild itself is outside migration scope.

  • Heyday's limited public schema documentation requires live discovery

    Public sources do not contain Heyday's internal data schema or object field definitions. The fields present on Customer, Conversation, or Order objects vary by implementation and connected e-commerce platform. We handle this by performing live schema discovery against the customer's instance where any API access is available, and by requesting a schema overview from Hootsuite support as part of migration preparation. Any custom fields discovered are added to Freshdesk as custom fields before the bulk import phase begins.

Migration approach

Six steps for a successful Heyday AI to Freshdesk data migration

  1. Discovery and export readiness assessment

    We audit the Heyday AI instance via admin UI access, identify active integrations, extract sample conversation exports, and enumerate customer profiles and agent accounts. We pair this with a Freshdesk readiness check: verify the target Freshdesk plan (Growth, Pro, or Enterprise), confirm the Custom Objects feature is enabled if order data migration is in scope, and validate the minimum 10-tickets prerequisite for CSV Contact import. The discovery output is a written migration scope specifying what exports are available, what must be manually extracted, and the target Freshdesk schema including any Custom Object fields to pre-create.

  2. Manual export and source data extraction

    Because Heyday has no documented API, we coordinate with the customer's Heyday admin to extract data manually. This includes: conversation thread exports from the admin UI, customer profile exports from connected e-commerce platforms (Shopify, Magento), agent account lists from Hootsuite admin, and any available FAQ or automation rule screenshots for documentation purposes. We request a schema overview from Hootsuite support if accessible. This phase typically takes three to five business days depending on how quickly Heyday/Hootsuite responds to data export requests.

  3. Freshdesk schema preparation and Custom Object configuration

    We configure Freshdesk's destination schema before any data is loaded. This includes: creating Freshdesk Contact custom fields to match Heyday customer properties, configuring Custom Objects for Products and Orders (if applicable), setting up Freshdesk Agent Groups and Roles to match Heyday agent roles, and defining Freshdesk Tags taxonomy to match Heyday's tagging conventions. We also configure Freshdesk Ticket Fields (status, priority, type, requester, group, agent) to align with the conversation metadata being migrated. Schema is validated in a Freshdesk test environment before production migration begins.

  4. Data transformation and reconciliation against source

    We transform the manually extracted Heyday data into Freshdesk-compatible formats. Conversations become Tickets with threaded Replies; customer profiles become Contacts linked to Companies; agent references become Agent records. We run a reconciliation pass comparing transformed record counts against the original Heyday export counts, and spot-check 20-30 random tickets against the source conversation logs to verify message ordering, timestamps, and tagging are preserved. Any gaps in the source export (missing messages, truncated threads) are flagged and reported before production load.

  5. Production migration via Freshdesk REST API and CSV import

    We load data into Freshdesk in dependency order: Agents first (manual provisioning verified), then Companies, then Contacts, then Tickets (using Freshdesk's bulk CSV import or REST API depending on volume), then Custom Objects (Products, Orders) with lookup relationships resolved. For large ticket volumes we use Freshdesk's admin-level data export bypass for retrieval and REST API for load, with batch chunking and exponential backoff on rate limit responses. Each phase emits a row-count reconciliation report. Tags are applied per-Ticket in a final pass after all Tickets are loaded.

  6. Cutover, validation, and integration handoff

    We freeze Heyday write access during cutover, run a final delta migration of any records modified during the migration window, then enable Freshdesk as the system of record. We deliver the automation and bot logic documentation to the customer's Freshdesk admin for rebuild in Freshdesk Automations and Freddy AI Agent. We deliver the integration inventory specifying the Freshdesk App or API webhook configuration required to recreate each active Heyday integration. We support a three-day hypercare window where we resolve any reconciliation issues. We do not rebuild Heyday automations as Freshdesk automations inside migration scope.

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
Freshdesk logo

Freshdesk

Destination

Strengths

  • Generous free tier with no credit card required for 1-2 agents for 6 months.
  • Per-agent pricing model is transparent and scales linearly with team growth.
  • Freddy AI Copilot integrates assistance directly into the agent workspace without requiring separate tooling.
  • Multilingual help desk and customer portal serve global teams on Pro and Enterprise plans.
  • Shared inbox, threads, and tasks keep ticket context unified across multi-channel conversations.

Weaknesses

  • Freddy AI is a separate paid add-on charged per session, making AI costs unpredictable and hard to budget.
  • Performance issues including delayed loading and duplicate tickets are recurring user complaints during high-volume periods.
  • Customization is more limited than Zendesk, with fewer workflow options and reporting flexibility.
  • Add-ons for chat, advanced routing, and custom reporting are gated behind higher tiers or separate module purchases.
  • API access is completely disabled on the free plan, blocking any programmatic data export or migration tooling.

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 Freshdesk.

  • 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

    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 Freshdesk 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 Freshdesk data migrations

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

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Most migrations land between two and four weeks for accounts with straightforward admin exports of under 5,000 contacts and 10,000 conversation threads. Migrations where conversation history is fragmented across multiple Heyday admin exports, or where Products and Orders require Freshdesk Custom Object schema design and lookup configuration, move to five to eight weeks because of extraction overhead and Freshdesk Custom Object setup. The manual export phase with Heyday/Hootsuite support typically adds three to five business days that run in parallel with Freshdesk schema preparation.

Adjacent paths

Related migrations to explore

Ready when you are

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