HRMS migration

Migrate from Recooty to Zoho Recruit

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

Recooty logo

Recooty

Source

Zoho Recruit

Destination

Zoho Recruit logo

Compatibility

69%

9 of 13

objects map 1:1 between Recooty and Zoho Recruit.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Recooty to Zoho Recruit is a structured ATS migration where the primary objects map cleanly but two schema asymmetries require explicit design decisions before data moves. First, Recooty Candidates do not enforce a Last Name field at import; Zoho Recruit requires Last Name as mandatory for every Candidate record, so we run a pre-flight pass to resolve null or placeholder Last Name values before the Candidate module import begins. Second, Recooty stores Interview Schedules and pipeline stage transitions as linked records; Zoho Recruit stores Interviews and Tasks as separate modules with different attachment models, requiring a parent-record resolution pass during the import. We also flag GDPR consent records and audit trail data from Recooty and migrate them as structured Candidate fields in Zoho Recruit, noting any consent lapses that occurred during the migration window. Workflows, the AI Bot Interviewer, and the AI Salary Estimator are platform-native features that do not have destination equivalents and are not migrated; we deliver a written inventory of any active workflows for the customer's admin to rebuild in Zoho Recruit's Blueprint and Workflow Rules.

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

Recooty logo

Recooty

What's pushing teams away

  • Lower pricing tiers gate bulk resume importing behind paid plans, forcing teams with high application volumes to upgrade before they are ready.
  • AI credit consumption and application view caps on lower plans create unpredictable costs as hiring scales, with some users reporting confusion about what triggers overages.
  • Users report dual-platform confusion — Recooty Dashboard (ATS) and Recooty AI Dashboard (AI tools) use separate credentials and interfaces that do not cross-pollinate.
  • Trustpilot reviews show a 2.2/5 average with complaints about support responsiveness, particularly for users not on Business or Enterprise plans.
  • Feature parity across tiers is not clearly communicated — bulk CSV/ZIP import, calendar sync depth, and analytics sophistication vary significantly between plans.

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 Recooty objects map to Zoho Recruit

Each row shows how a Recooty 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.

Recooty

Job

maps to

Zoho Recruit

Job Opening

1:1
Fully supported

Recooty Job records map to Zoho Recruit Job Opening. We map Recooty's title, description, location, department, employment type, and publishing status to Zoho's Job Opening fields. The Recooty job ID is preserved as a custom field recooty_job_id__c for cross-reference. Job Requisition Management fields in Zoho (req_number, hiring_team, approval status) are set to defaults unless the customer has structured requisition data in Recooty.

Recooty

Candidate

maps to

Zoho Recruit

Candidate

1:1
Fully supported

Recooty Candidate records map to Zoho Recruit Candidate. Pre-flight is required: Zoho mandates Last Name as a non-null field. Recooty does not enforce Last Name, so candidates with null or placeholder last names are flagged during scoping and resolved with a 'Not Provided' default or by splitting a full-name field. Email address becomes the primary deduplication key across the Zoho Candidate table.

Recooty

Pipeline (per Job)

maps to

Zoho Recruit

Pipeline (Customizable)

lossy
Fully supported

Recooty visual pipelines per job (Applied, Screening, Interview, Offer, Hired or customer-configured stages) map to Zoho Recruit's customizable pipeline stages on the Job Opening. Stage names and order transfer directly. We preserve the stage transition timestamps as candidate activity history in Zoho's interview and task records.

Recooty

Interview Schedule

maps to

Zoho Recruit

Interview + Task

1:many
Fully supported

Recooty Interview records (date, time, type, interviewer, candidate link) split into Zoho Recruit Interview records and a linked Task record for interviewer preparation. Calendar sync links from Recooty do not transfer; Zoho's own Google Calendar and Zoho Calendar integration is configured post-migration. Self-scheduling links are not migrated and must be rebuilt in Zoho.

Recooty

Application

maps to

Zoho Recruit

Candidate-Job Opening association

1:1
Fully supported

Recooty application records (candidate ID + job ID + application date + source) map to the Zoho Candidate's association with a Job Opening. The application source field (Indeed, LinkedIn, direct) migrates as a text field; Zoho's Source Booster integration is configured separately post-migration to replace Recooty's board-level posting history.

Recooty

Custom Field (Candidate)

maps to

Zoho Recruit

Custom Field (Candidate module)

1:1
Fully supported

Recooty custom candidate fields on Business and Enterprise plans map to Zoho Recruit custom fields on the Candidate module. Zoho Standard allows 50 custom fields per module; Enterprise allows 300. We pre-create destination fields during schema design, match data types (text, number, date, picklist), and flag any fields that exceed Zoho's tier limit for tier upgrade or field consolidation.

Recooty

Custom Field (Job)

maps to

Zoho Recruit

Custom Field (Job Opening module)

1:1
Fully supported

Recooty custom job fields on Business and Enterprise plans map to Zoho Recruit custom fields on the Job Opening module. Same tier limits apply (50 Standard, 300 Enterprise). Job-level custom fields used for department classification or employment type encoding are mapped before job import begins.

Recooty

User / Team Member

maps to

Zoho Recruit

User

1:1
Fully supported

Recooty team members map to Zoho Recruit Users. Matching is by email address. Any Recooty owner not found in the Zoho destination org is placed in a reconciliation queue for the customer's admin to provision before candidate import begins, since OwnerId references on Candidate records must be valid Zoho User IDs.

Recooty

GDPR Consent Record

maps to

Zoho Recruit

Custom Field (Candidate module) + Audit Note

1:1
Fully supported

Recooty GDPR consent records (opt-in status, consent date, retention policy) map to custom fields on the Zoho Candidate record and an accompanying note with audit detail. Any candidate whose consent record shows a lapse or expiry during the migration window is flagged in the reconciliation report so the customer's admin can re-obtain consent before the candidate is contacted from Zoho.

Recooty

Note (Candidate-level)

maps to

Zoho Recruit

Note

1:1
Fully supported

Recooty candidate notes migrate to Zoho Recruit Note records linked to the Candidate. Rich text formatting is preserved where possible; embedded file attachments migrate as separate Zoho Document Library entries linked to the Candidate.

Recooty

Task (Candidate-level)

maps to

Zoho Recruit

Task

1:1
Fully supported

Recooty tasks linked to candidate records map to Zoho Recruit Task records with Status, Priority, and due date preserved. Task assignment migrates by resolving the Recooty owner email to the corresponding Zoho User ID. Completed status and timestamp transfer directly.

Recooty

Career Page (Branded)

maps to

Zoho Recruit

Career Site (Zoho)

lossy
Fully supported

Recooty's drag-and-drop branded career page builder (Growth and above) generates hosted pages with builder state that cannot be exported as structured data. We preserve the job content and branding metadata but treat the career site URL, page layout, and builder state as non-migratable. The customer rebuilds the career page in Zoho Recruit's native Career Site builder post-migration.

Recooty

Job Board Posting History

maps to

Zoho Recruit

Source Booster + Job Board Integrations

lossy
Fully supported

Recooty's board-level posting history (which job was published to which board at what time) is stored in Recooty's internal logs and is not exportable as structured data. We preserve the job content and the list of boards the customer reported using, but board publishing history is treated as non-migratable. The customer re-publishes jobs through Zoho Recruit's own job board integrations and Source Booster 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.

Recooty logo

Recooty gotchas

High

Tier-gated bulk import blocks high-volume migrations

Medium

GDPR audit trails require explicit cross-platform mapping

Medium

Job board posting history does not transfer between platforms

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

  • Last Name is mandatory in Zoho Recruit but not in Recooty

    Zoho Recruit requires a Last Name value on every Candidate record at import time. Recooty does not enforce Last Name, so some candidate records may have null, placeholder, or single-name entries. Records without a Last Name value are silently skipped during Zoho's native import. We run a pre-flight validation pass that detects null Last Name records, resolves them with a 'Not Provided' default or by parsing the full name field, and presents a change request to the customer before the Candidate import batch begins. Skipping this step results in partial candidate migration with no error visible until a manual Zoho report is run.

  • Career page builder state and board history do not transfer

    Recooty's drag-and-drop career page builder (Growth and Business) generates hosted microsites with layout, styling, and URL that are stored in Recooty's builder state and cannot be exported as portable data. Similarly, Recooty's job board publishing history (which boards a job was posted to and when) lives in Recooty's internal logs and is not accessible via export. We migrate job content and active integrations list, but the career page and board history require manual re-build in Zoho Recruit's native Career Site and Source Booster modules post-migration.

  • Zoho data export links expire within 48 hours

    Zoho Recruit's data export (used when migrating in the reverse direction or exporting reference data) generates a download link valid for 48 hours. If the link expires before files are retrieved, a new export request must be initiated. We request exports immediately upon receiving access and process files within the validity window, or trigger re-export if the window is missed. This is a Zoho platform constraint, not a Recooty-specific issue, but is relevant when any Zoho data serves as a staging source.

  • AI Bot Interviewer and AI Salary Estimator do not migrate

    Recooty's AI Bot Interviewer and AI Salary Estimator are platform-native features that operate within Recooty's own AI infrastructure and store results in Recooty-specific data structures. They have no equivalent in Zoho Recruit's feature set. Interview transcripts, salary estimates, and AI-generated summaries stored in Recooty are extracted as text notes or PDF attachments where available and linked to the corresponding candidate record in Zoho. The AI functionality itself must be re-evaluated against Zoho Recruit's Zia AI capabilities post-migration.

  • Dual-interface credential split in Recooty complicates data extraction

    Recooty separates its ATS Dashboard and AI Dashboard with independent authentication. API access to candidate records and job data lives in the main ATS Dashboard, while AI-generated interview data may reside in the AI Dashboard depending on how the customer's team used the platform. We request access to both interfaces during discovery to ensure complete data extraction. If the customer cannot provide credentials to both portals, AI-generated notes and salary estimates may require manual export from the AI Dashboard before API extraction begins.

Migration approach

Six steps for a successful Recooty to Zoho Recruit data migration

  1. Discovery and API access audit

    We audit the Recooty account across plan tier, active Jobs, Candidate records, pipeline configurations, Interview Schedules, custom field definitions, and GDPR compliance settings. We request API access or CSV export capability from both the Recooty Dashboard and the AI Dashboard (if used). We verify the Recooty plan tier because Starter-plan accounts cannot perform bulk exports, which affects the extraction method. The discovery output is a written migration scope document listing all objects, record counts, custom field inventories, and the extraction method chosen per module.

  2. Pre-flight data quality and Last Name resolution

    We run a Last Name validation pass against all Recooty Candidate records before any Zoho import begins. Records with null or placeholder Last Name values are flagged and resolved using the customer's preferred strategy (defaulting to 'Not Provided', parsing from a full-name field, or manual correction). We also deduplicate Recooty candidates by email address and flag any duplicate records for the customer to resolve. This pre-flight step is required before the Candidate import because Zoho Recruit silently rejects records without a Last Name.

  3. Schema design and custom field provisioning in Zoho Recruit

    We design the destination Zoho Recruit schema: custom fields are created on the Candidate and Job Opening modules (50 on Standard, 300 on Enterprise per module), pipeline stages are configured to match Recooty's pipeline structure, and custom picklist values are populated for any fields that use controlled vocabularies. If the customer is on Zoho Recruit Staffing Agency edition, we also configure the Clients and Contacts modules to align with any agency-specific data from Recooty. Schema is deployed into a Zoho sandbox or staging account first for validation.

  4. Sandbox migration and reconciliation

    We run a full migration into the Zoho Recruit staging environment with production-like data volume. The customer's HR or recruiting lead reviews record counts (Jobs in, Candidates in, Interviews in, Notes in), spot-checks 20-30 random candidate records against the Recooty source, and validates that pipeline stage assignments and custom field values are correctly populated. Any mapping corrections, custom field additions, or pipeline stage adjustments happen in this phase. Sign-off from the customer's lead is required before production migration begins.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Users (reconciliation queue resolved first), Job Openings (parent records for candidates), Candidates (with Last Name pre-flight complete and custom fields provisioned), Interviews and Tasks (linked to Candidates by Zoho Candidate ID resolved at import time), Notes and attachments (linked to Candidates), and GDPR consent data (custom fields and audit notes). Each phase emits a row-count reconciliation report before the next phase begins. Zoho API rate limits (documented at up to 20,000 webhook calls/day on Enterprise) are handled with exponential backoff and batch chunking.

  6. Cutover, delta migration, and workflow rebuild handoff

    We freeze Recooty writes during cutover, run a final delta migration of any records modified during the migration window, then enable Zoho Recruit as the system of record. We deliver a written inventory of any Recooty workflows (triggers, conditions, and actions) and the AI feature usage summary for the customer's admin to rebuild using Zoho Recruit's Blueprint, Workflow Rules, and Assignment Rules. We do not rebuild workflows or automations as part of the migration scope. We provide a one-week hypercare window to resolve any data discrepancies reported by the recruiting team.

Platform deep dives

Context on both ends of the pair

Recooty logo

Recooty

Source

Strengths

  • One-click publishing to 100+ job boards from a single job submission reduces manual multi-posting effort.
  • Free-forever Starter tier with full candidate management provides a genuine low-risk entry point for very small teams.
  • AI Bot Interviewer and AI Salary Estimator tools are included in most paid plans at no additional credit cost.
  • Visual drag-and-drop pipeline management with inline candidate comments keeps hiring teams aligned in one view.
  • GDPR compliance tools including data retention automation and audit logging are included across all paid plans.

Weaknesses

  • Tiered pricing gates bulk resume import, calendar sync depth, and analytics sophistication behind Business and Enterprise plans.
  • AI credits and application view caps create unpredictable cost increases as hiring volume grows, with opaque overage triggers.
  • Dual-product setup (Recooty Dashboard vs Recooty AI Dashboard) with separate credentials creates user confusion and onboarding friction.
  • Lower-tier plans offer limited customer support — Trustpilot reviews cite support responsiveness as a consistent complaint.
  • Free application credits visibility is reported as poor, with users surprised by what counts toward their plan limits.
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 Recooty 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

    Recooty: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Recooty 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 Recooty to Zoho Recruit data migrations

Answers to the questions buyers ask most during Recooty 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 5,000 Candidates and 200 Jobs with no complex custom field sets or multi-pipeline structures. Migrations with large GDPR consent record histories, custom field counts approaching Zoho tier limits, or staffing agency workflows requiring Clients and Contacts module setup move to six to ten weeks because of pre-flight data quality work, sandbox reconciliation, and the dependency-ordered import sequence required to maintain candidate-to-job lookups.

Adjacent paths

Related migrations to explore

Ready when you are

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