How to Build a Recruiting CRM App with Bubble

Recruiters track candidates, job orders, and client relationships across spreadsheets, email, and LinkedIn. A purpose-built recruiting CRM replaces all of it. Bubble lets you build one without a development team or a six-figure software budget.

Off-the-shelf ATS tools rarely handle the client side of recruiting. Building your own covers both candidate pipelines and client relationships in one system.

Key Takeaways

• Purpose-built schema: A recruiting CRM needs Candidate, JobOrder, Client, Placement, Interview, and CommissionRecord types linked from the start.
• Candidate pipeline: Track every candidate across multiple job orders with stage history, availability, and placement record in one profile.
• Client management: Job orders link to clients with fee terms, submission history, and relationship notes in a single view.
• Placement and commission: Record placements with fee type, invoice generation, and commission split without leaving the platform.
• Interview scheduling: Bubble workflows manage interview coordination, confirmations, and feedback collection tied to each candidate and role.
• Known limitations: LinkedIn API restrictions, automated resume parsing, and AI candidate matching require third-party services or workarounds.

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What Data Architecture Does a Recruiting CRM Need?

A recruiting CRM needs six core data types: Candidate, JobOrder, Client, Placement, Interview, and CommissionRecord. The relationships between these types power every feature in the system.

Design this schema before building any UI. Changing core relationships mid-build is expensive and disruptive.

• Candidate: Stores contact info, resume file, skills list, source, availability status, stage history, and linked placements.
• JobOrder: Belongs to a Client, holds role title, function, location, salary range, status, and linked candidate pipeline.
• Client: Stores company info, key contacts, assigned recruiter, fee agreement terms, and linked job order history.
• Placement: Links Candidate to JobOrder, records start date, salary, fee type, invoice amount, guarantee period, and status.
• Interview: Links Candidate to JobOrder, holds interview type, date, interviewer, format, feedback notes, and outcome.
• CommissionRecord: Links to Placement, stores gross fee, split percentage per recruiter, payment date, and chargeback flag.

See Bubble app examples to understand how production recruiting platforms structure these relational data models.

How Do You Build Candidate Profiles and Sourcing Tracking?

Each Candidate record is a complete professional history including resume, skills, source, stage activity across all roles, and placement outcomes. Nothing lives in a spreadsheet.

Build Candidate as a rich profile record with tagged skill fields and sourcing metadata.

• Resume storage: Bubble's file uploader stores resume PDFs against the Candidate record with upload date and version tracking.
• Skill tags: A multi-select option set field on Candidate enables keyword filtering across the full candidate database by skill.
• Source tracking: A source field (LinkedIn, referral, inbound, job board) captures how each candidate entered the pipeline for ROI analysis.
• Stage history: Each time a Candidate advances or is declined on a JobOrder, a log entry records the stage, date, and recruiter action.
• Availability status: An option set (Active, Passive, Placed, Off-Market) drives filtered search results for live job orders.
• Placement history: Linked Placement records show every role a Candidate has been placed in, with client, salary, and tenure details.

Recruiters search, filter, and tag candidates from one screen, replacing manual spreadsheet lookups entirely.

How Do You Build Job Order and Pipeline Management?

Each JobOrder has its own candidate pipeline with stage tracking, interview records, and submission history. Recruiters manage all active roles from a single pipeline view.

Build the JobOrder pipeline using Bubble's option sets for stages and repeating groups for the kanban view.

• JobOrder record: Captures role title, function, location type (remote/hybrid/onsite), salary range, headcount, and priority status.
• Client link: Each JobOrder belongs to a Client record, pulling fee terms and key contacts automatically into the order view.
• Candidate pipeline per role: A filtered repeating group shows all Candidates linked to a JobOrder, grouped by current pipeline stage.
• Stage movement: Workflows move a Candidate between pipeline stages (Sourced, Submitted, Interview, Offer, Placed, Declined) with a single button action.
• Interview scheduling: Creating an Interview record from a JobOrder triggers a confirmation email to the candidate and logs the event on both records.
• Submission tracking: Every Candidate submitted to a Client is recorded with date and recruiter name, preventing duplicate submissions automatically.

Pipeline views give managers visibility across all open roles without chasing recruiters for status updates.

How Do You Build Placement and Commission Tracking?

Placement records capture the outcome of every successful hire with fee details, invoice data, and commission splits. Commission tracking replaces manual spreadsheet calculations.

Create Placement as a distinct data type triggered when a Candidate accepts an offer on a JobOrder.

• Placement record: Created at offer acceptance, linking Candidate and JobOrder with start date, base salary, and fee agreement reference.
• Fee type field: An option set (Contingency, Retained, Container) drives the fee calculation formula applied to the Placement record.
• Invoice generation: A workflow calculates the fee, creates an invoice record, and optionally generates a PDF using a plugin or external tool.
• Commission split: CommissionRecord entries allocate gross fee across contributing recruiters by percentage, supporting team and split-desk models.
• Guarantee tracking: A guarantee period field on Placement triggers a follow-up task if the placed candidate leaves within the guarantee window.
• Chargeback handling: A chargeback flag on CommissionRecord reverses commission allocations and notifies affected recruiters automatically.

Finance and management see real-time placement revenue and commission liability without waiting for manual reports.

How Much Does It Cost to Build a Recruiting CRM on Bubble?

An MVP recruiting CRM on Bubble costs $16,000 to $26,000. A full build with placement tracking, commission management, and client portal costs $34,000 to $52,000.

Scope is driven by the number of integrations and whether a client-facing portal is included.

• Timeline: MVP builds typically take 8 to 12 weeks. Client portals and integrations add 3 to 6 weeks of scope.
• Bubble plan costs: Hosting runs $29 to $349 per month depending on user count and file storage. See Bubble pricing plans for current tier details.
• Third-party services: Email delivery, resume storage, and PDF tools add $50 to $250 per month at typical agency scale.
• Maintenance budget: Allocate 10 to 15 percent of build cost annually for updates, compliance changes, and new features.

Review Bubble's capabilities and limitations before finalizing the feature list to avoid mid-build scope surprises.

What Are the Limitations of Building a Recruiting CRM on Bubble?

Bubble handles candidate tracking, pipeline management, and commission logic well. It struggles with LinkedIn API integration, automated resume parsing, and AI candidate matching.

Know where the platform has edges before committing.

• LinkedIn API restrictions: LinkedIn's API is tightly controlled and largely unavailable to third parties. Sourcing from LinkedIn remains manual or requires a licensed tool.
• Automated resume parsing: Extracting structured data from resume PDFs requires a third-party parsing service. Bubble alone cannot read and map document fields.
• AI candidate matching: Semantic search and AI matching against job requirements require external ML APIs wired into Bubble via workflows.
• Scalability ceiling: Large agencies with tens of thousands of candidate records should review Bubble's scalability ceiling before assuming long-term fit.
• Bubble's security model: Privacy rules must be configured carefully when external client portal users can view candidate submission data.
• Platform trade-offs: Read Bubble pros and cons alongside Bubble alternatives before ruling out other platforms entirely.

For most boutique and mid-size recruiting firms, these limitations don't prevent building a fully functional production system.

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Hire a Bubble team that’s done it all—CRMs, marketplaces, internal tools, and more

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Want to Build a Recruiting CRM on Bubble?

A custom recruiting CRM gives your team a candidate database, job order pipeline, and commission engine built around the way your firm actually places people.

At LowCode Agency, we build recruiting CRMs on Bubble covering candidate management, job order pipelines, interview tracking, and commission reconciliation as one complete platform.

• Data architecture: We design the Candidate, JobOrder, Client, Placement, Interview, and CommissionRecord schema before any UI work begins.
• Pipeline management: Stage-based candidate pipelines with duplicate submission prevention and full activity history per role.
• Placement and commission: Fee calculation, invoice generation, and multi-recruiter commission splits built into the placement workflow.
• Admin tooling: Manager dashboards, team performance reporting, and role-based permissions for recruiters, managers, and finance.

We have delivered 350+ products for clients including Coca-Cola and American Express. Bubble development services cover recruiting CRM builds from architecture through launch; most engagements start around $16,000 USD.

If you are serious about building a recruiting CRM on Bubble, let's build your platform properly.