Zapier vs n8n vs Make vs boilr: Automating Recruitment BD (2026)

TL;DR

Zapier, n8n and Make are general-purpose workflow builders. They are excellent at moving data between apps, and any of them can be wired into a recruitment BD workflow: job post in, enrichment, a drafted email, a record in your CRM [7]. What they do not give you is the BD logic itself - which companies matter, which signals count, what your agency has learned works. You build, host and maintain that yourself. Pricing differs mainly in what it counts: Zapier counts tasks [1], Make counts credits [3], n8n counts whole workflow executions [2]. boilr is not a workflow tool, it is a purpose-built AI sales employee that does the research, signal detection and drafting for you, and you verify and send [10]. Our verdict: Zapier for non-technical desks automating admin, Make for visual builders who like cost control, n8n if you have technical talent (or a technical agency owner) and want full control, and boilr when the goal is more BD output without more headcount or a side project to maintain.

What "automating recruitment BD" actually means

Business development at a recruitment agency is not one task, it is a chain. Automation tools are good at some links and weak at others. Before comparing tools, split the chain:

• Trigger - a new job post, a funding round, a leadership change, a form fill, a CRM stage change.
• Research - who is the company, are they a fit, who is the hiring manager, what is the context.
• Decision - is this worth a consultant's time today, and why.
• Draft - a personalised first email or LinkedIn note, not a template with a merge field.
• Record - the company, contact and signal land in the ATS/CRM without duplicates.
• Learn - what worked feeds back into who you target and what you say.

Workflow tools are strongest at trigger and record. The middle three (research, decision, draft) are where the real BD value sits, and that is where you either build a lot or buy a product.

The four options in one table

Dimension	Zapier	Make	n8n	boilr
What it is	Hosted app-to-app automation	Hosted visual scenario builder	Workflow tool, cloud or self-hosted	AI sales employee for recruitment BD
You supply	The logic, prompts, data sources	The logic, prompts, data sources	The logic, prompts, data sources, hosting (if self-hosted)	Your ICP and verification time
Unit you pay for	Tasks (successful steps)	Credits (module actions)	Workflow executions	See boilr pricing page
Entry price	Free (100 tasks); Pro from $19.99/mo annual at 750 tasks	Free (1,000 credits); paid plans around $9-$29/mo annual at 10,000 credits	Starter €20/mo annual (2.5K executions); Pro €50/mo (10K)	Not published on the homepage
Recruitment BD logic built in	No	No	No (community templates exist)	Yes: Signals, ICP scoring, Company Brain
Best for	Simple, reliable app glue	Branching, data-heavy scenarios	Custom builds with technical owners	Output without a build project

Prices are list prices at the time of writing and change often [1] [2] [3]. Check each vendor before you buy.

Zapier

Zapier is the easiest of the three to start with and the one most recruiters have already touched. Its free plan gives you 100 tasks a month and two-step Zaps only. Multi-step Zaps, webhooks, filters and paths start on Professional at $19.99/month billed annually for 750 tasks, and Team starts at $69/month annual for 2,000 tasks with 25 seats [1].

How the bill works

• Tasks, not runs - a task is a successfully completed action step. Triggers and built-in tools such as filters, paths and formatters do not count [1].
• AI steps cost more - AI and code steps are priced by tier or runtime, so a drafting step is not always one task [1].
• Overage - with pay-per-task on, extra usage is billed at a premium rate and capped at 3x your plan; with it off, automations stop at the limit [1].

Where it fits recruitment BD

• Good - a new HubSpot deal creates a Slack alert and a Google Calendar hold.
• Good - a signed terms-of-business form creates a client record and notifies finance.
• Awkward - research-heavy flows. Every enrichment, scoring and drafting step is a billable task per lead, so cost scales with volume.

Make

Make (formerly Integromat) is the visual one: scenarios drawn as modules on a canvas, with routers, iterators and aggregators. It handles branching and bulk data more naturally than Zapier. The free plan includes 1,000 credits a month. Third-party price trackers snapshot paid plans at around $9 (Core), $16 (Pro) and $29 (Teams) per month on annual billing, each with 10,000 credits, with higher tiers adding features rather than volume [4]. Make's own page does not list those figures in a fetchable form, so confirm on the live pricing page [3].

How the bill works

• Credits per action - most module actions use one credit, whether reading, searching, creating or updating [3].
• Iterators multiply cost - looping over 200 job posts and enriching each one consumes credits for every pass [4].
• Routers and error handlers - the Router and error-handler modules do not use credits [3].

Where it fits recruitment BD

• Good - a nightly scenario that pulls new roles from a feed, de-duplicates against your CRM and logs them in a sheet.
• Good - routing inbound candidate and client forms to the right consultant by sector.
• Awkward - you still design the scoring model, the prompts and the failure handling.

n8n

n8n is the developer-friendly one. You can run it on n8n Cloud or self-host it. Cloud pricing is in euros on annual billing: Starter €20/month for 2.5K executions, Pro €50/month for 10K, with a Business tier listed at €667/month for 40K executions on self-hosted only at the time of our check [2].

How the bill works

• Per execution - one complete run of a workflow is one execution, however many steps or records it processes [2]. That is the most BD-friendly unit of the three for batch work.
• Self-hosting - the free Community edition runs on your own infrastructure under the Sustainable Use License, which allows use for your own internal business purposes [5]. You then own updates, monitoring and security [6].
• Limits on Cloud - the Starter plan has a 5-minute maximum execution time and 5 concurrent executions [2], which matters for long enrichment runs.

Where it fits recruitment BD

• Good - community templates already turn LinkedIn job-post data (via scrapers such as Apify) into AI-drafted outreach [7]. Some of these need community nodes and therefore a self-hosted instance [7].
• Good - custom logic: score a company against your own ICP rules, call an LLM, write to the CRM.
• Awkward - you maintain it. When a scraper breaks, an API changes or a token expires, the workflow stops until someone fixes it.

The hidden costs of the DIY route

The subscription is the small number. The larger costs sit around it, and they are the reason many agencies start a workflow build and quietly stop.

• Data sources - the tools move data, they do not supply it. Job feeds, enrichment and contact data are separate subscriptions.
• Scraping risk - LinkedIn prohibits third-party scrapers, bots and automation tools in its User Agreement and may restrict accounts that use them [8]. Templates that scrape LinkedIn put that risk on you.
• Prompt and scoring design - somebody has to decide what a hot lead is for your desk and encode it, then keep tuning it.
• Maintenance - broken connections, changed APIs, expired credentials. The workflow has an owner or it decays.
• Knowledge stays in the build - the logic lives in one person's scenarios. If that person leaves, so does the understanding.
• ATS connectivity - check whether your ATS has a native node or app. If it does not, you are building against its API with HTTP requests and handling de-duplication yourself.

An illustrative cost model

Take a simple lead workflow: fetch a company, enrich it, score it, draft an email, write to the CRM - roughly four billable actions per lead. At 500 leads a month, that arithmetic gives:

Tool	Unit	Approx. monthly usage	Plan that covers it (list)
Zapier	Tasks	~2,000	Professional at 2,000 tasks: $49/mo annual [1]
Make	Credits	~2,000	Any paid plan with 10,000 credits [4]
n8n	Executions	500 (one per lead) or 30 (one nightly batch)	Starter €20/mo annual [2]

This is our arithmetic from the vendors' counting rules, not a benchmark, and it excludes data subscriptions, AI model usage and the hours you spend building. On subscription price alone the DIY tools look cheap. The honest comparison is subscription plus build time plus data plus upkeep, against the output you actually get.

What a purpose-built AI sales employee does differently

boilr is an AI sales employee for recruitment agencies, one per consultant. It finds and enriches target client companies, reads buying signals such as funding rounds, leadership moves and hiring, and drafts outreach. The consultant verifies each task and sends it [10]. The difference to a workflow tool is where the logic lives.

Capability	DIY workflow tool	boilr
Company discovery against your ICP	You build the search and scoring	Companies module matches targets to your ICP [10]
Buying signals	You wire feeds and rules	Signals module tracks funding, leadership moves and hiring [10]
Personalised drafts	You write and maintain prompts	Tasks arrive with contact, angle and draft for review [10]
Agency memory	Lives in scenarios and one builder's head	Company Brain is shared agency knowledge that stays when staff leave [10]
Duplicate-safe CRM push	You build the lookup	Checks company by domain and contact by email before pushing [9]
Maintenance	Yours	Vendor's

Where boilr is the weaker choice

An honest comparison has to include this.

• It does one job - top-of-funnel recruitment BD. It will not route your invoices, sync your payroll or run your onboarding emails. A workflow tool will.
• Integrations are a defined list - Recruiterflow, HubSpot, Outlook and Gmail are live. Bullhorn, Vincere, Loxo, Aircall and Lemlist are listed as coming soon [9]. If your stack is outside the live list, a workflow tool can bridge the gap today.
• Less custom - you configure your ICP and signals; you do not design the underlying pipeline. If you want to own every node, you want n8n.
• Human review stays in - you verify and send. That is deliberate, but it is not fully autonomous.

Want to see the output before deciding between build and buy? See what a signal-led task list looks like for your desk in a short demo, or start for free. Keep your workflow tool for the admin; use it alongside boilr, not instead of it.

Verdict by agency size and skill

Your situation	Pick	Why
Solo recruiter or 2-3 person desk, no technical skills	Zapier for admin glue; boilr if BD output is the bottleneck	Quickest to start. Do not try to build a research and scoring engine alone.
Small agency, one ops-minded person who likes tooling	Make	Visual, flexible, 10,000 credits at low list prices; good for routing and reporting [4].
Agency owner or hire with real technical skill	n8n (self-hosted or Cloud)	Execution-based pricing and full control, if you accept the maintenance [2] [6].
10-50 consultants, BD inconsistent, rainmaker dependence	boilr, plus a workflow tool for back-office	Shared Company Brain, consistent signals, no build project.
Stack outside boilr's live integrations (for example Bullhorn today)	Workflow tool for the bridge, evaluate boilr as integrations ship	Integration coverage is a real constraint [9].

How to decide in an afternoon

1. Name the bottleneck - is it moving data between systems, or finding and prioritising the right companies?
2. Count the owner hours - who builds it, who fixes it when it breaks, and what are they not doing instead?
3. Check your ATS - does each tool connect natively, or through raw API calls?
4. Price the full stack - subscription, data, AI usage, build time.
5. Pilot for 30 days - one desk, one sector, track meetings booked per hour of consultant time.

Mistakes to avoid

• Automating a bad process - a workflow that emails the wrong companies faster is not progress.
• Templated "personalisation" - merge fields read as spam; grounded signals do not.
• Scraping LinkedIn blindly - read the terms first [8].
• No owner - a workflow without a named maintainer decays within months.
• Treating it as either/or - many agencies sensibly run a workflow tool for back-office and a purpose-built tool for BD.

Frequently Asked Questions

Is n8n or Zapier better for recruitment automation?

It depends on who builds it. Zapier is easier for non-technical users but counts every successful step as a task [1]. n8n counts a whole workflow run as one execution and offers self-hosting, but expects technical comfort [2].

Is Make cheaper than Zapier?

On list prices, Make's paid plans are lower per unit at the entry level, with 10,000 credits included [4], against 750 to 2,000 tasks on Zapier's entry tiers [1]. Units are not identical, so compare using your real step count per lead.

Can I self-host n8n for my agency?

Yes. The Sustainable Use License permits use for your own internal business purposes [5]. You become responsible for updates and security [6], and you should read the licence before building a product on top of it.

Can a workflow tool replace an AI SDR for recruiters?

It can approximate one if you build the research, scoring and drafting yourself. You then maintain data sources, prompts and integrations. A purpose-built product trades flexibility for time-to-output.

Does boilr replace Zapier, n8n or Make?

No. boilr covers recruitment BD (companies, candidates, signals, drafts) [10]. Back-office automations such as invoicing or onboarding remain a job for a workflow tool.

Which ATS and CRM does boilr connect to?

Recruiterflow, HubSpot, Outlook and Gmail are listed as live. Aircall, Bullhorn, Vincere, Loxo and Lemlist are listed as coming soon [9]. Check the integrations page for the current list.

Is scraping LinkedIn in an n8n workflow safe?

LinkedIn's help centre says third-party scrapers, bots and automation tools are not permitted and accounts using them may be restricted [8]. Take your own legal advice before relying on that approach.

Sources

Information sourced from public vendor pages and documentation as of November 2026.

1. Zapier - pricing and task counting
2. n8n - pricing and execution counting
3. Make - pricing and credit counting
4. Jet Admin - Make pricing snapshot, September 2026
5. n8n - Sustainable Use License
6. n8n docs - self-hosting
7. n8n templates - outreach from LinkedIn job signals
8. LinkedIn Help - prohibited software and extensions
9. boilr - integrations
10. boilr - product overview