HRMS migration

Migrate from Longlist to BambooHR

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

Longlist logo

Longlist

Source

BambooHR

Destination

BambooHR logo

Compatibility

55%

6 of 11

objects map 1:1 between Longlist and BambooHR.

Complexity

CModerate

Timeline

2-3 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Longlist and BambooHR serve different stages of the talent lifecycle. Longlist is a Chrome extension that surfaces candidate contact data (emails, phone numbers, LinkedIn profiles) directly in-browser for sourcers working high-volume pipelines. BambooHR is a cloud-based HRIS with a built-in applicant tracking system for small to mid-sized businesses. There is no native Longlist API for bulk export; we extract candidate records via CSV export, normalize the flat contact profile schema into BambooHR's employee and applicant object structure, and write enrichment fields (source attribution, contact confidence scores, research tags) into BambooHR custom fields created during setup. BambooHR's ATS model treats applicants as attached to open positions rather than as standalone candidate profiles, so we resolve the Longlist-to-position mapping during scoping. Workflows, sequences, and automation logic do not migrate; we deliver a written inventory of any sourcing workflows requiring rebuild in BambooHR's ATS task builder.

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

Longlist logo

Longlist

What's pushing teams away

  • Longlist is positioned for small-to-mid recruiting agencies and lean in-house teams — enterprises with complex hiring workflows, compliance requirements, or large hiring volumes typically outgrow it.
  • No free tier means teams must commit to a paid plan from day one, which is friction relative to free-tier competitors like Recruit CRM trials.
  • Integrated phone calling, SMS, and custom reports are gated to the Plus tier ($79/user/month) and above, pushing the effective price up for teams that need them.
  • SSO and whitelabel options are Enterprise-only with custom pricing, blocking mid-market teams from those features without sales negotiation.
  • Limited public review presence and small market footprint versus Greenhouse, Lever, or Workable creates procurement hesitation for larger evaluators.

Choosing

BambooHR logo

BambooHR

What's pulling them in

  • Lowest friction entry point for SMBs moving off spreadsheets — intuitive interface means most teams are functional within days, not weeks.
  • Consolidation value: BambooHR merges ATS, onboarding, HR records, time-off, and payroll into a single pane of glass that employees never need to leave.
  • Volume discounts applied automatically by headcount, so pricing scales predictably as the company grows without renewal negotiations.
  • BambooHR reports most customers go live in four to six weeks, making it a realistic commitment for under-resourced HR teams.
  • Award-winning Support Heroes cited frequently in reviews — responsive human support after implementation is a differentiator.

Object mapping

How Longlist objects map to BambooHR

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

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

Longlist

Candidate

maps to

BambooHR

Applicant (BambooHR ATS)

1:1
Fully supported

Longlist candidate profiles map to BambooHR Applicant records within the built-in ATS. Since Longlist candidates are sourced independently of job openings and BambooHR applicants are attached to specific job positions, we resolve the position mapping during scoping: candidates associated with a specific opening receive a job ID reference; unsourced candidates are attached to a catch-all recruiting pipeline or held for manual position assignment post-migration. The applicant firstName, lastName, and workEmail fields map directly from Longlist's name and email properties.

Longlist

Email

maps to

BambooHR

workEmail (Employee/Applicant field)

1:1
Fully supported

Longlist email addresses map to BambooHR's workEmail field on the employee record. BambooHR enforces email uniqueness across the system and returns a 409 Conflict on duplicate creation. We run a dedupe scan against the destination org before migration and flag any existing employees with matching emails for conflict resolution.

Longlist

Phone

maps to

BambooHR

workPhone / mobilePhone (Employee/Applicant field)

1:1
Fully supported

Longlist phone numbers map to BambooHR workPhone or mobilePhone depending on whether the number is annotated as office or mobile in the source record. Longlist stores phone as a single unstructured field; we parse the number and assign it to the most appropriate BambooHR phone field based on format detection and any source annotation.

Longlist

LinkedIn URL

maps to

BambooHR

Custom Text Field (LinkedIn_Profile__c)

lossy
Fully supported

BambooHR has no native LinkedIn field. We create a custom text field (LinkedIn_Profile__c) via BambooHR's custom field builder before migration and write each Longlist candidate's LinkedIn profile URL into it. Field type is short answer and not marked required to accommodate candidates without LinkedIn presence.

Longlist

Source Attribution

maps to

BambooHR

Custom Text Field (Source_Attribution__c)

lossy
Fully supported

Longlist tracks where candidate data originated (LinkedIn search, company website, boolean string, etc.) as a metadata property. This field has no BambooHR native equivalent. We create a custom text field Source_Attribution__c during setup and write the original source string from Longlist so hiring managers retain the sourcing context after migration.

Longlist

Research Tags

maps to

BambooHR

Custom Field or BambooHR Tags

lossy
Fully supported

Longlist sourcers attach freeform tags to candidates during research (skills, seniority, location qualifiers). BambooHR supports its own tag system on employee and applicant records. We evaluate during scoping whether to use BambooHR native tags (recommended for fewer than 50 distinct tag values) or a custom multi-select field (recommended if tag vocabulary is large or structured). The choice is documented in the scope document.

Longlist

List / Group Membership

maps to

BambooHR

Custom Lookup Field or Tag

1:many
Fully supported

Longlist list or group assignments (e.g., 'Senior Engineers Q1', 'Passive Candidates - Refused Outreach') map to a custom lookup relationship in BambooHR if the group represents a persistent candidate pool, or to BambooHR native tags if the list is informal. We create a custom object or tag set during setup depending on the intended use of the group data.

Longlist

Candidate Status

maps to

BambooHR

Applicant Status (BambooHR ATS pipeline stage)

lossy
Fully supported

Longlist candidates may carry a sourcer-applied status (Contacted, Not Interested, Qualified, etc.). BambooHR ATS pipeline stages are position-specific and not globally applicable. We map Longlist status values to the closest BambooHR pipeline stage (New Application, Phone Screen, Interview, Offer, Hired) during scoping. Any Longlist statuses without a BambooHR equivalent are written to a custom field Candidate_Source_Status__c.

Longlist

Company Name (from enrichment)

maps to

BambooHR

Current Employer (Employee/Applicant field)

1:1
Fully supported

Longlist enrichment data includes the candidate's current or most recent employer. This maps to BambooHR's currentEmployer field on the employee record or to a custom field on the applicant record. We preserve the original enriched employer name as-is; BambooHR does not resolve it to a formal company lookup entity.

Longlist

Title / Job Title (from enrichment)

maps to

BambooHR

jobTitle (Employee/Applicant field)

1:1
Fully supported

Longlist's enriched job title for each candidate maps directly to BambooHR's jobTitle field on the employee record. BambooHR uses this field for org chart and reporting; we write the enriched title as the candidate's current or target title rather than inferring it from the job opening.

Longlist

Location (from enrichment)

maps to

BambooHR

location (Employee/Applicant field)

1:1
Fully supported

Longlist location data (city, state, country extracted during enrichment) maps to BambooHR's location field on the employee record. BambooHR uses location for reporting, headcount by office, and benefits eligibility groupings. We write the location string as stored in Longlist without normalization unless a specific normalization requirement is identified during scoping.

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.

Longlist logo

Longlist gotchas

High

Outreach history (email sequences, SMS, WhatsApp) must be extracted to preserve candidate context

Medium

Resume parsing data is a separate artifact from the original file

Medium

Chrome extension scope vs CRM scope creates data lineage questions

Low

Integrated phone / SMS depends on telephony provider configuration

BambooHR logo

BambooHR gotchas

High

Undocumented API rate limits can trigger 503 errors

High

Per-employee pricing model requires active record count verification

Medium

API credentials must be sent on every request to avoid extra round trips

Medium

Custom field schema varies per account and requires manual inventory

Low

Document and attachment exports are not covered by standard report exports

Pair-specific challenges

  • No Longlist API means CSV-only export with field fidelity risk

    Longlist does not publish a REST API for automated bulk export. Candidate records must be extracted via CSV download from the browser interface. CSV export strips any structured metadata that Longlist stores as internal properties (contact confidence scores, enrichment timestamps, source string identifiers), retaining only the visible candidate fields. We mitigate by requesting the most complete CSV export format available, supplementing with any JSON exports the account supports, and writing any missing metadata into custom fields during the BambooHR import phase. If enrichment metadata is business-critical and not present in the CSV, we flag it in the discovery report before migration proceeds.

  • Longlist candidates have no native job-opening attachment

    Longlist candidates exist as standalone records without a required association to a job opening. BambooHR's ATS model attaches applicants to specific job positions, and an applicant without a position attachment does not appear in the hiring pipeline. We resolve this during scoping by establishing a position mapping strategy: candidates with clear job targets receive a BambooHR job ID; candidates without a specific opening are imported as applicants to a general recruiting pipeline or held in a staging state for manual position assignment. Skipping this step results in candidate records that appear in the employee database but are invisible to the BambooHR ATS hiring workflow.

  • BambooHR API uses HTTP Basic Auth with permission-gated access

    BambooHR's REST API uses HTTP Basic Auth with an API key as the username and any non-empty string as the password. The API key inherits the permissions of the generating user account rather than using OAuth scopes. We create a dedicated service account with scoped permissions (not an admin's personal account) for migration access. The rate limit is approximately 100 requests per minute per API key; BambooHR does not publish exact limits or return 429 headers. We implement exponential backoff and treat 503 responses as rate limit signals. Running the migration from a standard user account rather than a dedicated service account risks permission errors mid-migration when the generating user's permissions change.

  • Enrichment metadata has no native BambooHR home

    Longlist stores source attribution, contact confidence scores, research timestamps, and boolean search strings that have no equivalent in BambooHR's standard employee or applicant fields. We create custom fields to preserve this data, but BambooHR's custom field builder supports only short answer, long answer, single-select list, and multi-select list field types. Calculated fields, linked records, or structured metadata (JSON blobs, arrays) cannot be stored natively. We document every enrichment field in the scope report and note whether it will land as a custom field or be excluded from migration if no suitable storage type exists.

Migration approach

Six steps for a successful Longlist to BambooHR data migration

  1. Discovery and CSV export audit

    We audit the Longlist account for all candidate records, list/group structures, tags, and any exportable enrichment metadata. Since Longlist has no API, we work with the customer to extract the most complete CSV export available and identify any fields present in the browser UI but absent from the export. We map every Longlist field to a BambooHR destination (standard field, custom field, or excluded) and document the position-attachment strategy for candidates without a clear job opening target. The discovery output is a written field mapping document and migration scope.

  2. BambooHR custom field and ATS pipeline setup

    We create all required custom fields in BambooHR before any data import begins. This includes LinkedIn_Profile__c (text), Source_Attribution__c (text), Candidate_Source_Status__c (text or list), and any additional fields identified in the discovery audit. We configure the ATS pipeline for each open position, defining stage values and probability mappings. BambooHR's custom field builder supports short answer, long answer, single-select, and multi-select types; we match each enrichment field to the appropriate type during this step. Setup is validated in BambooHR's sandbox or test environment before production.

  3. Data normalization and enrichment metadata mapping

    We normalize the Longlist CSV export into a format compatible with BambooHR's import API. This includes parsing full names into firstName and lastName, mapping phone numbers to workPhone or mobilePhone by format detection, resolving list/group memberships to tags or custom fields, and translating Longlist status values to BambooHR pipeline stage names. Any enrichment metadata not present in the CSV is flagged; if the customer can provide supplementary export data (a separate enrichment report from Longlist), we incorporate it here. The normalized dataset is validated for email uniqueness and field length constraints before import.

  4. Position mapping and applicant-to-job assignment

    We apply the position-attachment strategy defined during discovery. Candidates associated with a specific job opening receive the corresponding BambooHR job ID and are imported as applicants to that position. Candidates without a specific opening are imported as applicants to a catch-all recruiting pipeline (New Application stage) for manual position assignment post-migration. We run a reconciliation scan to verify that every imported applicant is attached to at least one position or pipeline and flag any orphan records before cutover.

  5. Production import with reconciliation

    We run the production import into BambooHR using the REST API with exponential backoff on 503 responses and per-key rate limiting at 100 req/min. Each import batch emits a row-count reconciliation report. We verify that applicant counts in BambooHR match the candidate count in the source CSV, that all custom fields are populated, and that email uniqueness constraints are satisfied. Any records rejected due to validation rules or duplicate emails are held in an error queue and resolved with the customer's HR admin before cutover.

  6. Cutover, validation, and sourcing workflow handoff

    We freeze Longlist as the read-only source during cutover, run a final delta scan for any records added or modified during the migration window, and close the BambooHR import. We validate a random sample of 25-50 applicant records against the source CSV to confirm field accuracy. We deliver a written inventory of any Longlist sourcing workflows (automated tag assignments, list-sorting rules, enrichment triggers) requiring rebuild in BambooHR's ATS task builder or as manual admin processes. We support a one-week post-cutover window for reconciliation issues. We do not rebuild Longlist workflows as BambooHR automations inside the migration scope.

Platform deep dives

Context on both ends of the pair

Longlist logo

Longlist

Source

Strengths

  • Chrome sourcing extension connects directly to the CRM/ATS — single workflow from candidate discovery to outreach.
  • Multi-channel outreach (email, SMS, WhatsApp) bundled in the core product.
  • Free data migration from Excel and 10+ competing recruiting CRMs lowers switching cost.
  • Unlimited open jobs even on the entry-level Growth tier.
  • 30-day full refund policy reduces evaluation risk.

Weaknesses

  • No free tier — paid commitment required from day one.
  • Phone calling, SMS, and custom reports gated to Plus tier ($79/user/month).
  • SSO and whitelabel require Enterprise custom pricing.
  • Limited third-party review presence versus Greenhouse, Lever, or Workable.
  • Scope is pre-hire only — no onboarding, performance, or HRMS features.
BambooHR logo

BambooHR

Destination

Strengths

  • Single platform consolidating ATS, onboarding, HR records, payroll, and time-off reduces system sprawl for SMBs.
  • Fast implementation — BambooHR reports four to six weeks from kickoff to go-live for most customers.
  • Per-employee pricing with automatic volume discounts makes cost predictable as headcount grows.
  • Strong customer support reputation (Support Heroes) cited consistently across G2, Capterra, and direct testimonials.
  • Well-documented API with UTF-8 encoding, clear field types, and HTTPS-only access.

Weaknesses

  • Mobile application is significantly limited compared to the desktop experience, frustrating remote and field workers.
  • Companies above 150–200 employees frequently outgrow the platform's feature depth and customization surface.
  • Limited advanced reporting and analytics compared to enterprise HR platforms — custom report building is the ceiling.
  • PTO and profile customization are pain points — non-standard accrual policies and complex org structures require workarounds.
  • Document management and attachment handling lack the granularity of dedicated document-centric HR systems.

Complexity grading

How hard is this migration?

Moderate HRMS 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 Longlist and BambooHR.

  • 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

    Longlist: Not publicly documented — no published rate limits..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Longlist to BambooHR 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 Longlist to BambooHR data migrations

Answers to the questions buyers ask most during Longlist to BambooHR migration scoping. Not seeing yours? Book a call.

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Most migrations complete in two to three weeks for under 5,000 candidate records with straightforward field mapping and no complex position-attachment logic. Migrations with large enrichment metadata sets, multiple list/group structures requiring custom lookup tables, or candidates without clear job-opening associations move to four to six weeks. The BambooHR implementation timeline (4-6 weeks per BambooHR's own FAQ) runs in parallel with our migration work if the customer is also completing BambooHR's standard onboarding process.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Longlist.
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