HRMS migration

Migrate from cvviz to Recruit CRM & ATS

Field-level mapping, validation, and rollback between cvviz and Recruit CRM & ATS. We move data and schema; workflows are rebuilt natively in Recruit CRM & ATS.

cvviz logo

cvviz

Source

Recruit CRM & ATS

Destination

Recruit CRM & ATS logo

Compatibility

42%

5 of 12

objects map 1:1 between cvviz and Recruit CRM & ATS.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from CVViZ to Recruit CRM is a lateral ATS move with meaningful data shape differences that require deliberate mapping before any record moves. CVViZ organizes around Jobs with AI-ranked Candidates and a configurable pipeline per organization; Recruit CRM uses a unified ATS plus CRM model where Candidates, Clients, Jobs, and Pipeline Stages are first-class objects with a Kanban interface and REST API. We handle the binary resume export from CVViZ, map organization-specific pipeline stage names to Recruit CRM stage equivalents, and preserve the Talent Pool as Candidates with a Passive lifecycle tag. CVViZ automation rules and pre-screening question logic are documented in a written inventory for your admin to rebuild in Recruit CRM. We do not migrate AI candidate scores as live recalculating fields; we carry the score value as a static numeric field for reference.

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

cvviz logo

cvviz

What's pushing teams away

  • Reported bugs and missing items in the product make users feel the platform lacks maturity, with one AppSumo reviewer citing inability to add internal notes as a blocking issue.
  • No white-label or custom domain option frustrates agencies that want to embed the platform under their own brand for client-facing use.
  • Lack of robust follow-up automation means recruiters must manually manage candidate communications at each pipeline stage.
  • LinkedIn and CRM integrations are reported as inconsistent, causing data sync failures that require repeated manual corrections.

Choosing

Recruit CRM & ATS logo

Recruit CRM & ATS

What's pulling them in

  • Agencies choose Recruit CRM for its full customizability — pipelines, stages, and fields can be tailored to any recruitment workflow without developer involvement.
  • Small teams value the built-in CRM and ATS combined in one subscription, eliminating the need to purchase and sync separate systems.
  • The Chrome extension for one-click LinkedIn profile collection streamlines candidate sourcing and reduces manual data entry for recruiters.
  • Responsive customer support with fast issue resolution is consistently cited as a reason teams stick with the platform long-term.
  • Automation options including email sequences and workflow triggers allow recruitment agencies to reduce repetitive manual outreach tasks.

Object mapping

How cvviz objects map to Recruit CRM & ATS

Each row shows how a cvviz object lands in Recruit CRM & ATS, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

cvviz

Job

maps to

Recruit CRM & ATS

Job Order

1:1
Fully supported

CVViZ Job records map to Recruit CRM Job Orders with title, description, department, and job board distribution settings preserved. CVViZ pricing tiers cap active jobs (5 to 50 depending on tier); any jobs exceeding the Recruit CRM tier limit import as archived or inactive and are flagged for manual activation post-migration. We capture job status (active, on-hold, closed) from CVViZ and map to Recruit CRM job status equivalents during the import run.

cvviz

Candidate

maps to

Recruit CRM & ATS

Candidate

1:1
Fully supported

CVViZ Candidate records map 1:1 to Recruit CRM Candidates using email address as the dedupe key. Name fields, contact information, social profile URLs, employment history, and custom Candidate fields transfer directly. We flag any Candidates with duplicate email addresses in the source for the customer to resolve before the final import to avoid unintended merges in Recruit CRM.

cvviz

Application

maps to

Recruit CRM & ATS

Application

1:1
Fully supported

CVViZ Application records link a Candidate to a Job with a current pipeline stage and timestamp. We preserve the application date, last-modified date, and stage history as a snapshot on the Recruit CRM Application. The Candidate-to-Job lookup resolves at migration time using email-based Candidate resolution and job title matching against the pre-imported Job Order set.

cvviz

Pipeline Stage

maps to

Recruit CRM & ATS

Pipeline Stage

lossy
Fully supported

CVViZ pipeline stages are fully customizable per organization, with no universal stage schema. We capture the complete stage name map during the pre-migration schema review, then apply a named mapping to the Recruit CRM pipeline stages, which are configured per Job Order. Any CVViZ stages with no Recruit CRM equivalent are flagged as unmapped and held for manual configuration before the final import run.

cvviz

Resume File

maps to

Recruit CRM & ATS

Resume (attachment)

1:1
Fully supported

CVViZ stores resumes as parsed structured data alongside raw PDF or DOCX files. Resume files must be handled as binary attachments rather than simple field values. We extract the raw file, map the Candidate-to-Resume linkage via the application ID, and upload as a file attachment to the Recruit CRM Candidate record. If Recruit CRM's resume parser is enabled, the file re-parses on ingest; if disabled, candidates land with the raw file unparsed.

cvviz

Talent Pool (CRM)

maps to

Recruit CRM & ATS

Candidate (Passive lifecycle)

1:many
Mapping required

CVViZ maintains a Talent Pool of passive candidates not tied to a specific job requisition. We migrate these as Recruit CRM Candidates with a Passive or Inactive lifecycle stage tag and preserve the original source attribution field so that the customer can segment passive talent separately in Recruit CRM's candidate database. Multiple CVViZ talent pool entries for the same email address merge to a single Candidate record.

cvviz

Candidate Score

maps to

Recruit CRM & ATS

Score (custom numeric field)

lossy
Fully supported

CVViZ AI ranking scores are calculated from its own NLP model against the job description and historical hiring data. We carry the score value as a custom numeric field on the Recruit CRM Candidate record. Recruit CRM will not recalculate or update this value; it functions as a static snapshot. We recommend documenting the scores as a reference baseline and setting expectations that Recruit CRM's own AI matching will generate new scores over time.

cvviz

Pre-Screening Question

maps to

Recruit CRM & ATS

Custom Field

lossy
Fully supported

CVViZ stores job-specific pre-screening questions and candidate responses as key-value pairs on the Application record. We map these to equivalent custom fields on the Recruit CRM Job or Application record. Fields with no direct equivalent in Recruit CRM's standard schema are flagged as unmapped for manual configuration. The customer defines the data type (text, number, picklist, date) for each unmapped field during scoping.

cvviz

User

maps to

Recruit CRM & ATS

User

1:1
Fully supported

CVViZ Users with role-based access control map to Recruit CRM Users. We resolve by email match. Role and permission mapping is documented in a written inventory because Recruit CRM's role model differs from CVViZ's permission set. Users without a matching Recruit CRM account are held in a reconciliation queue for the customer's admin to provision before record import resumes.

cvviz

Custom Field (Job)

maps to

Recruit CRM & ATS

Custom Field (Job Order)

lossy
Fully supported

CVViZ custom fields on Job records map to custom fields on Recruit CRM Job Orders. We migrate the field name, data type, and values as structured data. The destination must have identically named fields or manually mapped equivalents to receive values without data loss. We flag any custom fields without a matching Recruit CRM field for manual schema configuration before the import run.

cvviz

Custom Field (Candidate)

maps to

Recruit CRM & ATS

Custom Field (Candidate)

lossy
Fully supported

CVViZ custom fields on Candidate records map to custom fields on Recruit CRM Candidates. Multi-select picklists, date fields, numeric fields, and text fields transfer directly. Long-text or rich-text fields are mapped as textarea fields and may require truncation if character limits differ. We flag any custom field data types without a direct Recruit CRM equivalent for the customer to configure manually.

cvviz

Job Board Configuration

maps to

Recruit CRM & ATS

Job Distribution Settings

lossy
Fully supported

CVViZ distributes job postings to LinkedIn, Google for Jobs, and other major job boards natively. We migrate the job posting configuration as metadata on the Recruit CRM Job Order record. The actual posting must be re-published in Recruit CRM because distribution tokens and API connections do not transfer between platforms. We flag the re-publish step as a post-migration admin task.

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.

cvviz logo

cvviz gotchas

Medium

Resume files require binary export handling

Low

Active job limits reset at migration time

Medium

Pipeline stage names are organization-specific

Low

AI candidate scores are proprietary and non-transferable

Recruit CRM & ATS logo

Recruit CRM & ATS gotchas

High

API rate limits are license-scaled and can throttle bulk migration

Medium

Custom field schemas vary per organization and require field-level mapping

Medium

Files and email attachments require separate extraction and re-upload

Low

Email sequences and automation logic do not transfer between platforms

Pair-specific challenges

  • Resume files require binary export handling

    CVViZ stores resumes as parsed structured data alongside raw PDF or DOCX files. During migration, resume files must be treated as binary attachments rather than simple field values. We chunk large resume libraries into batches, extract the raw file alongside parsed fields, and preserve the Candidate-to-Resume linkage via the application ID. If Recruit CRM's resume parser is not enabled in the target account, candidates land with the raw file unparsed, which requires the customer to confirm parser status before migration begins.

  • AI candidate scores are proprietary and non-transferable as live values

    CVViZ's AI ranking scores are calculated from its own NLP model against the job description and historical hiring data. We carry the score value as a custom numeric field to the Recruit CRM Candidate record. Recruit CRM will not recalculate or update this score because it is a static snapshot from a different algorithm. We recommend documenting the scores as a snapshot and setting expectations that Recruit CRM's own AI matching will generate new scores from the moment of migration.

  • Pipeline stage names require manual mapping

    Every CVViZ organization configures its own pipeline stage names and order, with no universal schema across tenants. We capture the complete stage map during the pre-migration schema review and apply a named mapping to Recruit CRM's pipeline, which is configured per Job Order. Any stages with no Recruit CRM equivalent are flagged for manual configuration before the final import run. This step is skipped by teams that accept default Recruit CRM stage names, but that choice loses the historical meaning of the customer's existing pipeline.

  • Deleted calendar events do not sync between Recruit CRM and Google Calendar

    Recruit CRM does not currently synchronize deleted meetings bidirectionally with Google Calendar. Users who rely on calendar sync for scheduling and interview management will find that cancelled meetings in Recruit CRM do not automatically reflect in Google Calendar and vice versa. We flag this limitation as a known gap for teams migrating from platforms with full bidirectional calendar sync, such as Zoho Recruit, so that the customer can adjust workflow expectations for their recruiting coordinators post-migration.

  • Automation rules and sequences do not migrate

    CVViZ allows rule-based automation for email triggers, notifications, and stage transitions. Recruit CRM provides its own workflow automation builder. These automation models are structurally different and we do not migrate them as code. We deliver a written inventory of every active CVViZ automation rule and its trigger, conditions, and actions, with a documented recommendation for the equivalent Recruit CRM workflow. The customer's admin rebuilds these in Recruit CRM post-migration. We do not provide post-migration admin support, training, or workflow rebuild as standard scope.

Migration approach

Six steps for a successful cvviz to Recruit CRM & ATS data migration

  1. Schema discovery and stage mapping

    We audit the source CVViZ portal for Job count, Candidate volume, Application records, pipeline stage names and order, custom fields on both Jobs and Candidates, Talent Pool entries, and any binary resume file count estimate. We pair this with a Recruit CRM schema preview to identify which CVViZ stages have direct equivalents and which require manual configuration. The output is a written migration scope, a stage name mapping table, and a list of custom fields awaiting schema creation in Recruit CRM before import begins.

  2. Recruit CRM sandbox migration and reconciliation

    We run a test migration into a Recruit CRM sandbox environment using a representative subset of the source data. The customer's recruiting lead reviews record counts (Jobs in, Candidates in, Applications in, stages mapped), spot-checks 25-50 random candidate records against the CVViZ source, and validates that stage names match the intended mapping. Any mapping corrections, missing custom field creations, or pipeline stage additions happen in the sandbox before production migration begins.

  3. User and owner reconciliation

    We extract every distinct CVViZ User and Owner referenced across Candidate, Job, and Application records and match by email against the Recruit CRM destination account. Users without a matching Recruit CRM account are held in a reconciliation queue for the customer's admin to provision before record import resumes. Owner assignments on Candidate records migrate as User lookups once the User set is validated.

  4. Binary resume export and staging

    We extract resume files from CVViZ in batches, preserving the Candidate-to-Resume linkage via the application ID and a reference manifest. We stage the files alongside the structured candidate data so that the import run can attach each file to the correct Recruit CRM Candidate record. If the customer's Recruit CRM account does not have the resume parser enabled, we confirm this with the customer before the production import run so that expectations are set for unparsed candidate records.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Job Orders first (the parent for Applications), then Candidates (with email dedupe applied), then Applications (with Candidate and Job Order lookups resolved), then Talent Pool entries (merged to existing Candidates where email matches), then custom field data, then binary resume attachments. Each phase emits a row-count reconciliation report before the next phase begins so that the customer has a running account of what has been imported and what remains.

  6. Cutover, validation, and automation handoff

    We freeze CVViZ writes during cutover, run a final delta migration of any records modified during the migration window, then mark Recruit CRM as the system of record. We deliver the automation and pre-screening question inventory document to the customer's admin team with a recommendation table for Recruit CRM workflow equivalents. We support a five-day hypercare window where we resolve reconciliation issues raised by the recruiting team during their first week in Recruit CRM. Workflow rebuild and post-migration training are outside standard scope.

Platform deep dives

Context on both ends of the pair

cvviz logo

cvviz

Source

Strengths

  • AI-driven resume screening using NLP and machine learning that adapts from historical hiring decisions over time.
  • 800M+ candidate profile database covering LinkedIn, GitHub, and Stack Overflow for active and passive sourcing.
  • Recruitment CRM built in, enabling talent pool management and candidate nurturing separate from active job requisitions.
  • Job posting distribution to LinkedIn, Google for Jobs, and other major job boards handled natively.
  • Pricing includes unlimited users across all tiers, avoiding per-seat cost surprises as hiring teams scale.

Weaknesses

  • Platform maturity concerns — reviews report bugs and missing features including inability to add internal notes to candidates.
  • No white-label or custom domain option, limiting use for staffing agencies wanting a branded client experience.
  • Integration stability issues with LinkedIn and CRM systems create sync failures requiring manual correction.
  • Pre-built follow-up automation is limited, requiring recruiters to manage candidate communications manually at each stage.
Recruit CRM & ATS logo

Recruit CRM & ATS

Destination

Strengths

  • Fully customizable pipelines, stages, and fields without requiring developer involvement
  • Combines recruitment CRM and ATS in one subscription for staffing agencies and small teams
  • Built-in email sequences and automation reduce manual outreach work
  • Chrome extension enables one-click LinkedIn profile collection directly into the CRM
  • Responsive customer support cited across multiple reviews with fast resolution times

Weaknesses

  • Several features are gated as paid add-ons rather than included in the base subscription
  • Email functionality has been reported as unreliable by multiple users
  • Interface occasionally lags during high-activity periods in large pipelines
  • Pricing is considered higher than comparable recruitment CRMs by some customers
  • Limited native reporting — users request pre-made report exports rather than manual data pulls

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 cvviz and Recruit CRM & ATS.

  • 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

    cvviz: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your cvviz to Recruit CRM & ATS 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 cvviz to Recruit CRM & ATS data migrations

Answers to the questions buyers ask most during cvviz to Recruit CRM & ATS migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your cvviz to Recruit CRM & ATS 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 under 10,000 Candidates and 200 Jobs with no custom objects and a straightforward stage mapping. Migrations with large binary resume libraries, complex multi-stage pipeline configurations, or multiple custom fields on both Jobs and Candidates move to six to ten weeks because of pre-migration schema reconciliation, resume file staging, and stage-name mapping validation.

Adjacent paths

Related migrations to explore

Ready when you are

Move from cvviz.
Land in Recruit CRM & ATS, 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