HRMS migration

Migrate from LogicMelon to Zoho Recruit

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

LogicMelon logo

LogicMelon

Source

Zoho Recruit

Destination

Zoho Recruit logo

Compatibility

63%

10 of 16

objects map 1:1 between LogicMelon and Zoho Recruit.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from LogicMelon to Zoho Recruit is a structural migration because LogicMelon operates as a multi-board aggregator with a unified Application record, while Zoho Recruit is a native ATS that separates Candidate profiles from Job Opening records. We extract Jobs with their board-association lists as metadata, split each LogicMelon Application into a Zoho Recruit Candidate record and a submission linked to a Job Opening, and attach CV documents to the corresponding Candidate. Pipeline stage names are reconciled against Zoho Recruit's configurable stage matrix. Screening notes, user assignments, and status history migrate as comments or custom fields. LogicMelon's EMEA versus US API instance split is resolved during scoping by checking the customer's account region, and CV documents are extracted as binary files and reattached to Candidate records in Zoho Recruit's file store.

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

LogicMelon logo

LogicMelon

What's pushing teams away

  • Editing an existing live job post can take a long time to propagate changes, particularly when the advertisement needs reformatting after the initial posting went live.
  • Posting latency varies by job board — some boards update within minutes while others take significantly longer, creating inconsistent candidate response windows.
  • Users report that third-party job board search results can behave unexpectedly with new contracts, introducing friction when sourcing across newly activated boards.
  • The interface becomes laggy under heavy multi-board posting loads, particularly when managing large volumes of concurrent job adverts and candidate records.

Choosing

Zoho Recruit logo

Zoho Recruit

What's pulling them in

  • Lowest cost entry point of any major ATS — a free tier with Candidates, Clients, Contacts, Interviews, and a career site lets small teams validate before committing to a paid plan.
  • Deep Zoho ecosystem integration — if the team already uses Zoho CRM, Sheets, or Analytics, candidate data flows between modules without re-keying or third-party middleware.
  • Customizable pipelines and stages — both agency and corporate editions let users define custom pipeline stages and assign candidates through drag-and-drop visual boards.
  • AI-assisted features via Zia — resume parsing, candidate summarization, and job-candidate matching are built in on paid tiers, reducing manual screening time.
  • Job board aggregation at no extra cost — paid tiers include postings to major job boards, extending reach without purchasing separate job ad bundles.

Object mapping

How LogicMelon objects map to Zoho Recruit

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

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

LogicMelon

Job

maps to

Zoho Recruit

Job Opening

1:1
Fully supported

LogicMelon Job records map directly to Zoho Recruit Job Openings. The job description, requirements, salary fields, and location migrate to their equivalent Zoho Recruit Job Opening fields. Each LogicMelon job carries its own list of targeted job boards; we preserve this list as a tag on the Zoho Recruit Job Opening (using Zoho's Tag feature) so the team can see which boards originally received each advert. The multi-post action itself is not replicated in Zoho Recruit because it uses direct board integrations rather than a relay aggregator model.

LogicMelon

Application

maps to

Zoho Recruit

Candidate + Job Opening submission

1:many
Fully supported

LogicMelon Application records combine candidate profile data with job-specific status and submission context. We split each Application into a Zoho Recruit Candidate record (contact details, work history, skills from LogicMelon's structured fields) and a submission association linking that Candidate to the migrated Job Opening. The original LogicMelon application date and status transitions are preserved as a history log on the Zoho Recruit Candidate record. If a LogicMelon candidate has applied to multiple jobs, each application generates a separate submission in Zoho Recruit against the corresponding Job Opening.

LogicMelon

Candidate

maps to

Zoho Recruit

Candidate

1:1
Fully supported

LogicMelon Candidate profiles map to Zoho Recruit Candidate records. We migrate structured profile fields (name, email, phone, current employer, skills, experience) directly. Status history and skills list migrate as custom fields or picklist values in Zoho Recruit depending on field availability. Candidates with no last name in LogicMelon are populated with 'not provided' per Zoho Recruit's mandatory field requirement to prevent records from being skipped during import.

LogicMelon

CV / Resume

maps to

Zoho Recruit

Candidate Attachment

1:1
Fully supported

LogicMelon stores CV documents as binary file attachments (typically PDF or Word format) linked to Candidate records. We extract the raw file from LogicMelon's file store and attach it to the corresponding Candidate record in Zoho Recruit. Any structured candidate data already captured in LogicMelon's profile fields migrates directly; the CV file serves as the source-of-truth backup where structured fields are incomplete. Zoho Recruit's resume parsing populates structured fields automatically for records where the CV is attached, providing a secondary data-enrichment step after migration.

LogicMelon

Screening Notes

maps to

Zoho Recruit

Comments or Custom Fields

1:1
Mapping required

Recruiter screening notes and evaluation scores attached to LogicMelon Applications migrate as Comments on the Zoho Recruit Candidate record, preserving the note content and the authoring recruiter reference. Where LogicMelon stores structured scoring (screening grades, rating values), these map to custom fields on the Candidate module. We identify all active screening note fields during discovery and configure the equivalent custom fields in Zoho Recruit before migration.

LogicMelon

Pipeline Stages

maps to

Zoho Recruit

Candidate Status Picklist

lossy
Mapping required

LogicMelon's configurable pipeline stages (for example: Applied, Screened, Interviewed, Shortlisted, Offered) are mapped to Zoho Recruit's Candidate Status values. During scoping we capture the customer's exact stage names and sequence from LogicMelon and configure Zoho Recruit's status picklist to match. Stage probability percentages where they exist in LogicMelon migrate as custom fields. If Zoho Recruit's default status values differ from LogicMelon's vocabulary, we update the picklist before migration.

LogicMelon

User

maps to

Zoho Recruit

User

1:1
Fully supported

LogicMelon Users (recruiters and administrators) are tied to the organisation hierarchy via API credentials and referenced on Jobs and Applications as owners. We extract every distinct user assignment and attempt to match by email address against Zoho Recruit User records. Any User without a matching Zoho Recruit account is flagged in a reconciliation queue; Zoho Recruit requires that existing users close any separate Zoho Recruit account before being imported into the company's Recruit account. Recruiter assignments on Jobs and Applications migrate as the Owner field once User reconciliation is complete.

LogicMelon

Organisation

maps to

Zoho Recruit

Client or Department

1:1
Fully supported

LogicMelon's multi-tenant organisation hierarchy (agency-level versus client-level sub-units) maps to Zoho Recruit's Clients module or the Department structure depending on the customer's Zoho Recruit edition. Agency-level organisations in LogicMelon map to Zoho Recruit Clients; sub-unit structures within the agency map to Zoho Recruit Departments. We extract the full organisation hierarchy during discovery and present a mapping recommendation based on the customer's intended Zoho Recruit data model.

LogicMelon

Job Board Association

maps to

Zoho Recruit

Tag or Custom Field

lossy
Fully supported

The list of job boards targeted per LogicMelon job advert is stored as a board-association object per job rather than globally. We preserve the complete board list as Zoho Recruit Tags on the Job Opening (one tag per board name). This gives the team visibility into the original posting distribution without attempting to replicate the multi-post action itself. Tags are accessible from Zoho Recruit's Tag management interface and can be used for filtering and reporting.

LogicMelon

Custom Fields (Jobs)

maps to

Zoho Recruit

Custom Fields (Job Opening)

lossy
Fully supported

LogicMelon allows custom fields on Job records. We identify all active custom fields during discovery, determine their data types (text, picklist, date, number), and recreate equivalent custom fields in Zoho Recruit's Job Opening module. Custom field limits apply per Zoho Recruit plan: 50 per module on Standard, 300 per module on Professional and Enterprise. We flag any customer whose LogicMelon custom field count exceeds the target plan limit during scoping so the plan upgrade decision is made before migration.

LogicMelon

Custom Fields (Applications)

maps to

Zoho Recruit

Custom Fields (Candidate)

lossy
Fully supported

LogicMelon Application-level custom fields migrate to Zoho Recruit Candidate custom fields, preserving the field type mapping (text to text, picklist to picklist, date to date). The same plan-tier custom field limits apply. Custom fields with complex data types or multi-select behaviour require additional mapping configuration during the transform phase.

LogicMelon

Attachments (non-CV)

maps to

Zoho Recruit

Candidate Attachments or Job Opening Attachments

1:1
Fully supported

File attachments beyond CVs — such as supporting documents attached to LogicMelon Jobs or Applications (offer letters, client briefs, test results) — are extracted from LogicMelon's file store and reattached to the corresponding record in Zoho Recruit. Attachment type determines destination: a document attached to a Job becomes a Zoho Recruit Job Opening Attachment; a document attached to an Application becomes a Candidate Attachment. File size limits per Zoho Recruit's storage policy are verified during scoping.

LogicMelon

Placement / Offer

maps to

Zoho Recruit

Candidate Comments or Offer Module

1:1
Fully supported

Active placements or offer records in LogicMelon migrate as Comments on the Candidate record with the offer details captured in structured custom fields (offer amount, start date, offer status). If the customer uses Zoho Recruit's Offer Letter module, placements map to Offer records linked to the Candidate. We identify offer-related data in LogicMelon during discovery and configure the appropriate target schema before migration.

LogicMelon

Talent Pool / Shortlist

maps to

Zoho Recruit

Candidate Tag or Custom View

lossy
Fully supported

LogicMelon talent pools and candidate shortlists (groupings of candidates not tied to a specific active job) migrate as Zoho Recruit Tags on the Candidate records. We extract pool names and membership during discovery, create matching Tags in Zoho Recruit, and associate each Candidate to the appropriate tags. An alternative approach using Zoho Recruit Custom Views for pool representation is presented during scoping based on the customer's reporting needs.

LogicMelon

Engagement / Activity Notes

maps to

Zoho Recruit

Comments

1:1
Fully supported

Activity notes, call summaries, and internal communications logged against LogicMelon Applications and Candidates migrate as Comments on the corresponding Zoho Recruit Candidate record. The comment author and timestamp are preserved where available from LogicMelon's structured activity data. Notes that include evaluation scores or screening outcomes are mapped to the screening custom fields identified in discovery.

LogicMelon

Interview Records

maps to

Zoho Recruit

Interview

1:1
Fully supported

Interview records from LogicMelon migrate to Zoho Recruit Interview records linked to the Candidate and the relevant Job Opening. Interview details (scheduled date, interviewer, location or meeting link, outcome, feedback) map to their equivalent Zoho Recruit Interview fields. Interview feedback forms in LogicMelon migrate as Comments or as custom fields on the Interview record depending on complexity.

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.

LogicMelon logo

LogicMelon gotchas

High

EMEA vs USA API instance split affects endpoint routing

Medium

API authentication ties credentials to organisation structures

Medium

Job board target lists are stored per job, not globally

Low

CV documents are binary attachments without a standard parseable schema

Zoho Recruit logo

Zoho Recruit gotchas

High

Daily API rate limits are tier-gated and per-user capped

High

User import hard cap of 2,000 records

Medium

Attachment folder hierarchy must be preserved exactly

Medium

Resume parsing quota varies by plan and resets daily

Low

Custom fields unavailable in Free and Standard editions

Pair-specific challenges

  • Zoho Recruit Last Name is mandatory — records without names are skipped

    Zoho Recruit requires a Last Name value on every Candidate record. If LogicMelon stores candidates without a last name (for example, mononym candidates or records where only a first name and email were captured), those records are ignored during import unless the value is populated. We resolve this during the transform phase by replacing empty last name values with 'not provided' or a generated placeholder before insert. This is verified against a sample import during the sandbox migration step to confirm no records are silently skipped.

  • LogicMelon EMEA vs US API instance split requires correct routing

    LogicMelon operates two distinct API instances: api.logicmelon.co.uk for EMEA and APAC customers, and api.usa.logicmelon.com for US customers. The documentation pages and endpoint structures differ between instances. We determine the correct instance during scoping by checking the customer's account region and credentials scope. If the wrong instance is targeted, authentication succeeds but all object queries return empty results. This is the first technical decision made at project kickoff.

  • Existing Zoho Recruit users cannot be imported — accounts must be closed first

    Zoho Recruit will not import Users who already have a separate Zoho Recruit account. Those accounts must be closed before the migration User import can proceed. We reconcile LogicMelon user assignments against the destination Zoho Recruit org's existing User table during scoping. Any overlapping users are flagged to the customer for account closure before the User import phase begins. This can cause a short delay if not anticipated.

  • Custom field limits per plan tier can block migration of LogicMelon custom fields

    Zoho Recruit's Standard plan caps custom fields at 50 per module; Professional and Enterprise allow 300 per module. LogicMelon allows custom fields on Jobs and Applications without a documented plan-tier ceiling. We audit the count and type of LogicMelon custom fields during discovery and compare against the customer's target Zoho Recruit plan. If the Standard plan is selected and LogicMelon has more than 50 custom fields in total across Job and Application modules, we recommend a plan upgrade or a prioritised subset of fields before migration begins.

  • LogicMelon board-association lists have no native equivalent in Zoho Recruit

    LogicMelon stores a per-job list of which third-party job boards received each advert. Zoho Recruit does not have a native field for tracking which external boards received a job posting because it publishes directly to its own integrated board network. We handle this by migrating the board list as Tags on the Job Opening record (one tag per board name). This preserves the information for audit and reporting purposes but does not replicate the multi-post action itself, which the team rebuilds using Zoho Recruit's direct job board publishing tools.

Migration approach

Six steps for a successful LogicMelon to Zoho Recruit data migration

  1. Scoping and API instance confirmation

    We confirm the customer's LogicMelon account region to determine the correct API instance (EMEA/APAC uses api.logicmelon.co.uk; US uses api.usa.logicmelon.com). We audit the full LogicMelon data landscape: job count, application count, candidate count, CV file volumes, active screening fields, pipeline stage names, user assignments, organisation hierarchy, and any active custom fields on Jobs and Applications. We simultaneously assess the target Zoho Recruit account for plan tier, existing Users, and any pre-existing data that could cause import conflicts.

  2. Schema provisioning in Zoho Recruit

    We pre-create the Zoho Recruit schema before any data moves. This includes recreating LogicMelon custom fields as Zoho Recruit custom fields (verified against the plan tier limit), configuring the Candidate Status picklist to match LogicMelon's pipeline stages, creating Tags for board-association preservation, and provisioning any missing Users for which the customer has closed duplicate Zoho Recruit accounts. Schema is provisioned in a Zoho Recruit sandbox or staging environment first for validation before production migration begins.

  3. CV file extraction and document preparation

    We extract all CV documents from LogicMelon's file store and prepare them as file attachments for Zoho Recruit Candidate records. CV files are grouped by candidate and renamed to include the candidate reference for reliable association during import. Any CVs stored in formats not supported by Zoho Recruit's file storage are flagged and converted to PDF before import. We also extract non-CV attachments (offer letters, client briefs, test results) and map them to the appropriate Zoho Recruit module (Job Opening or Candidate) based on their source record type.

  4. Data transform and sandbox migration

    We transform LogicMelon data into Zoho Recruit's schema. Applications are split into Candidate records and Job Opening submission associations. Last Name is populated for all Candidate records (using 'not provided' where LogicMelon has no last name). Pipeline stages are mapped to Zoho Recruit Status values. Screening notes and scoring migrate as Comments or custom fields. Board-association lists are converted to Tags. We run a full sandbox migration first so the customer can reconcile record counts, spot-check mapped values, and confirm the schema meets expectations before production migration begins.

  5. Production migration in dependency order

    We run production migration in dependency order: Job Openings first (since Candidates link to them), then Candidates with CV attachments, then User assignments, then Organisation data mapped to Clients or Departments, then screening notes, interview records, and any remaining attachment files. Each phase emits a row-count reconciliation report before the next phase begins. Any records that fail validation (due to Zoho Recruit's mandatory field requirements or duplicate check rules) are written to an error queue for correction and reimport before cutover.

  6. Cutover, validation, and workflow rebuild handoff

    We freeze LogicMelon writes during cutover, run a final delta migration to capture any records modified during the migration window, then enable Zoho Recruit as the system of record. We deliver a written inventory of LogicMelon workflow and automation equivalents (Zoho Recruit Workflow Rules and Blueprint recommendations) for the customer's admin team to rebuild post-migration. We support a one-week hypercare window where we resolve any record-level reconciliation issues raised by the team. We do not rebuild LogicMelon automations as Zoho Recruit Workflow Rules within the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

LogicMelon logo

LogicMelon

Source

Strengths

  • Posts a single job advert to dozens of job boards simultaneously from one transaction
  • Consolidates all candidate applications from multiple boards into a single inbox
  • Built-in CV search across aggregated job board databases for passive talent sourcing
  • Integrates directly with Bullhorn and other major ATS platforms via API
  • Pricing is described by long-term users as very reasonable with no hidden charges

Weaknesses

  • Editing live job posts requires reformatting and re-propagation to all targeted boards
  • Posting latency is inconsistent — some boards update within minutes, others take significantly longer
  • The interface becomes laggy when managing high volumes of concurrent postings
  • Third-party job board search behaves inconsistently with newly activated board contracts
Zoho Recruit logo

Zoho Recruit

Destination

Strengths

  • Free tier includes full candidate management with a hosted career site, making it viable for very small staffing operations.
  • Multi-edition architecture splits agency and corporate HR workflows, with tier-gated features that scale predictably with headcount.
  • Per-user API rate limits (500–1000/day) are generous for mid-size migrations compared to competitors that gate by total org quota.
  • Zoho's own data migration tool supports CSV import from Bullhorn, CATS, Jobdiva, and Workable, validating interoperability with common ATS formats.
  • 45-day money-back guarantee and 15-day full-feature trial reduce financial risk for teams evaluating the platform.

Weaknesses

  • Free edition excludes custom fields, lookup relationships, and formula fields, making data model extensibility unavailable until a paid tier is purchased.
  • Resume parsing quotas are capped: 250/day on Standard, 500/day on Professional, unlimited only on Enterprise — bulk imports of large candidate pools will hit these limits.
  • No bulk/batch API endpoint for inserts or updates — large migrations rely on looping single-record API calls within daily rate limit windows.
  • Custom modules cannot be imported from external ATS; only standard modules (Users, Candidates, Clients, etc.) are in the supported migration list.
  • Attachments require a rigid folder hierarchy to re-associate with records, and any deviation in folder structure during extraction causes silent disassociation.

Complexity grading

How hard is this migration?

Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across LogicMelon and Zoho Recruit.

  • Object compatibility

    B

    1 of 7 objects need a mapping; the rest are 1:1.

  • 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

    LogicMelon: Not publicly documented in available API reference materials.

  • Data volume sensitivity

    B

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

Estimator

Estimate your LogicMelon to Zoho Recruit 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 LogicMelon to Zoho Recruit data migrations

Answers to the questions buyers ask most during LogicMelon to Zoho Recruit migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and four weeks for accounts under 10,000 records (Jobs, Candidates, Applications) with no complex custom field configurations. Migrations with large CV file libraries (over 5,000 documents), multiple organisation sub-units in LogicMelon, or custom field counts approaching Zoho Recruit's plan-tier limits extend to five to eight weeks because of file extraction time, schema provisioning per plan tier, and the sandbox validation step.

Adjacent paths

Related migrations to explore

Ready when you are

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