CRM for Staffing and Recruitment Agencies

A staffing and recruitment agency CRM needs to track two sides of every deal: candidates and clients. DenchClaw is a local-first, AI-native CRM that lets you build a dual-sided pipeline — tracking candidates through placement stages while managing client job orders in parallel — all stored on your machine with natural language querying built in.

Here's how to configure DenchClaw for a recruiting or staffing operation.

The Unique Problem With Recruiting CRMs#

Most CRMs are contact-centric and one-sided. Recruiting is fundamentally bilateral: you're matching candidates to client roles, and both sides have their own status, history, and pipeline. Generic CRMs force you to hack deal stages or tag contacts to make it work. Purpose-built ATS tools often don't include the client relationship side.

DenchClaw solves this by letting you create custom object types and relationships between them. You define the schema. You decide what fields matter. And you query everything in plain English.

Setting Up Your Recruiting Schema#

After installing DenchClaw (npx denchclaw), create the following object types:

1. Candidates: Full name, role/title, skills (multi-select), location, availability date, salary expectation, placement status, source, linked recruiter
2. Clients: Company name, industry, size, key contact, account owner, active job orders count, billing terms
3. Job Orders: Role title, client (linked), required skills, compensation range, exclusivity (Y/N), open date, target fill date, status
4. Placements: Candidate (linked), Job Order (linked), placement date, bill rate, pay rate, margin %, start date, end date (for contract), status

The linked relationships are key: a Placement record connects a Candidate to a Job Order, and through the Job Order, to the Client. This lets you query across all four objects.

Managing the Candidate Pipeline#

With your schema in place, set up a kanban view on Candidates with these stages:

• Sourced → Screened → Submitted to Client → Client Interview → Offer Extended → Placed → On Assignment / Completed

Here's how to use it day-to-day:

1. Add new candidates through the form view or bulk-import from CSV (LinkedIn export, job board download)
2. Log each touchpoint as a Communication record linked to the candidate
3. Move candidates through stages as actions are taken
4. Use natural language to pull pipeline snapshots: "How many candidates are in the Client Interview stage right now?"
5. Set up a "Days Since Last Contact" calculated field to flag candidates going cold

For contract staffing, track assignment dates, extensions, and re-deployment readiness directly on the Candidate record. Query: "Which contractors end their assignment in the next 30 days?" — DenchClaw runs the query and returns the list.

See also: Custom fields and calculated fields in DenchClaw →

Managing Client Relationships and Job Orders#

The client side of recruiting is account management: maintaining relationships, understanding hiring needs, and delivering fast fills.

1. Create a Clients object and assign an Account Owner to each client
2. Link every Job Order to a client record
3. Track job order fill time as a metric: date opened vs. placement date
4. Log all client communication (calls, emails, meetings) as timestamped records

Use the table view to see all open job orders sorted by client priority, due date, or days open. Query examples:

• "Show all open job orders with no submissions in the last 7 days"
• "Which clients have had no activity in 60 days?"
• "List all job orders from TechCorp that are still unfilled"

For key accounts, use the gallery view to create a visual account summary with linked contacts, active orders, and recent placements.

Tracking Placements and Revenue#

Placements are where recruiting gets financial. Each placement record should capture:

• Bill rate and pay rate (for contract) or placement fee % (for perm)
• Calculated margin or fee amount
• Start and projected end dates
• Performance notes (90-day check-in, any issues)

Query your revenue pipeline: "What's the total projected fees from open placements this quarter?" or "Show me all permanent placements from last month sorted by fee size".

This gives you real-time visibility into revenue without building a separate spreadsheet. DenchClaw's DuckDB backend handles aggregations and date math natively.

See also: Building revenue dashboards in DenchClaw →

Using the Browser Agent for Candidate Sourcing#

DenchClaw's browser agent runs inside your existing Chrome session — already logged into LinkedIn, Indeed, or your ATS portal. Use it to:

• Pull contact info from LinkedIn profiles directly into candidate records
• Check job board listings to match against your candidate database
• Automate routine status updates from client portals

This eliminates manual copy-paste between browser tabs and your CRM, cutting sourcing admin time significantly.

Compliance: GDPR and Candidate Data#

Staffing agencies handling EU candidates must comply with GDPR's right to erasure and data retention rules. DenchClaw's local-first storage means:

• You know exactly where candidate data is stored (your machine or private server)
• You can export, anonymize, or delete individual records with SQL
• No third-party SaaS has access to your candidate database
• You can implement retention policies by archiving records after a defined period

Add a "GDPR Consent Date" and "Consent Expiry" field to your Candidates object to track consent status. Query: "Show candidates whose GDPR consent expired" and process the list.

See also: DenchClaw local-first data privacy →

Frequently Asked Questions#

Can DenchClaw replace a full ATS (Applicant Tracking System)? For small to mid-sized agencies, yes — especially if you pair it with email integration via the Skills system. For very high-volume operations (thousands of applications per month), you may still want a dedicated ATS for application intake, with DenchClaw handling the relationship management layer.

How do I handle duplicate candidates from multiple sources? DenchClaw's table view lets you search and merge records. You can also write a deduplication query in natural language: "Show candidates with the same email address" and resolve conflicts manually.

Can my whole team use DenchClaw? Yes. Deploy DenchClaw on a shared internal server and all team members connect to the same DuckDB instance. Assign records to individual recruiters using a Relationship Owner field.

Does DenchClaw integrate with LinkedIn? The browser agent can interact with LinkedIn using your existing session cookies, but there's no direct API integration (LinkedIn restricts this). You can use the browser agent to automate profile lookups and data entry.

How do we migrate from Bullhorn, Vincere, or another ATS? Export your data as CSV from your current system and use DenchClaw's bulk import. Map columns to your custom fields during import. Most migrations take a few hours of cleanup work.

Ready to try DenchClaw? Install in one command: npx denchclaw. Full setup guide →