Stack map for recruiting ops (Oct 2026): inventory AI seats by hiring job

What this how-to covers

Recruiting teams add AI one tool at a time: the ATS adds an AI tier, a hiring manager buys a notetaker, a sourcer gets a sourcing seat, and everyone already has a chat assistant. A year later, three tools draft job posts and two summarize the same interviews. This how-to builds one table — Job | Tool | Owner | Cost/mo | Overlap | Decision — for the six hiring jobs where overlap is most common: ATS AI, interview notetakers, sourcing, screening, scheduling, and job posts.

It is an inventory, not a ranking. Fill Cost/mo from your own invoices, write overlaps in plain sentences, and add one column most stack maps skip: for each tool that touches candidates, who decides and what candidates are told. People decide who advances; no tool in the table should be used to infer protected traits.

How to inventory recruiting AI seats

Examples at a glance: each feature has a concrete example from a real job plus a short Try this you can run this week.

1. Build the blank table (primary)

What it is: Start with six rows, one per hiring job, and six columns. Leave every cell blank until you have a source: a seat list from the admin console, an invoice, or the person who uses the tool. The six jobs: ATS AI (AI features inside your applicant tracking system), notetaker (interview recording and summaries), sourcing (finding people who haven’t applied), screening (reviewing applications or running first-round questions), scheduling (booking interviews), and job posts (drafting and wording job adverts).

Concrete example (recruiting ops lead at a 200-person company) Illustrative: a recruiting ops lead builds the table and fills the Tool column in an afternoon. The ATS appears in five rows, a chat assistant in three, and a notetaker in one — and two recruiters pay for a sourcing tool on personal cards nobody knew about.

Try this

Primary workflow:

Build Job | Tool | Owner | Cost/mo | Overlap | Decision blank for: ATS AI, notetaker, sourcing, screening, scheduling, job posts.

2. Owners and Cost/mo from invoices

What it is: For each tool, write one owner — the person who can cancel it — and the monthly cost from the invoice or card statement. If you can’t find it, write “Unknown — check bill”. Don’t fill costs from vendor list prices: many recruiting vendors don’t publish prices (for example, Greenhouse’s pricing page listed no dollar amounts when we checked Oct 6, 2026), and contract prices differ from list prices. Credit-based tools need a usage line too: write the credits used last month next to the cost.

Concrete example (talent coordinator gathering costs) Illustrative: a coordinator finds the notetaker on an annual invoice, the sourcing seats on two expense reports, and the ATS AI tier bundled into the ATS contract with no separate line. She writes “bundled — ask vendor” for the AI tier instead of guessing.

Try this

Costs from invoices only:

For each of the six hiring jobs, name the owner and Cost/mo from invoices only. If missing, write Unknown — check bill. Do not invent prices, headcount, or hiring outcomes.

3. Mark overlaps in plain language

What it is: For each row with two or more tools, write one sentence about what both do on that job — for example, “the ATS notetaker and the separate notetaker both summarize panel interviews.” Common overlaps: the ATS AI tier and a chat assistant both draft job posts; two notetakers record the same interviews; a sourcing tool and the ATS’s sourcing agent search the same people. Mark rows with no paid tool as blank — that can be fine.

Concrete example (head of talent reviewing the table) Illustrative: the head of talent reads the Overlap column and finds the same panel interviews recorded by two notetakers, which also means candidates get two recording notices. She flags it for a decision first.

Try this

One sentence per overlap:

For each row with two or more tools, write one plain sentence about what both do on that job. No scores or labels. Flag any job with no paid tool as blank.

4. Add who decides and candidate notice

What it is: Add two short columns for tools that touch candidates: Who decides (the person who confirms any advance or rejection the tool suggests) and Candidate notice (what candidates are told: recording and opt-out for notetakers, automated chat for screening agents, opt-out lines for sourcing outreach). If a tool can reject or advance candidates on its own, write down whether that setting is on and who approved it. No tool should infer protected traits, and candidate data should live in company accounts, not personal ones.

Concrete example (recruiting ops lead before an audit) Illustrative: the lead finds a screening setting that auto-advances candidates was turned on during a pilot with no named approver. She turns it off until the hiring manager signs off, and adds the automated-chat notice to the job post template.

Try this

Name who decides:

For every tool that touches candidates, add Who decides and Candidate notice columns. Write whether any auto-advance or auto-reject setting is on and who approved it.

5. Write a Decision in one sentence

What it is: For each overlap row, write a Decision in one sentence: keep both (and why they do different jobs), consolidate onto one tool, or pause one for 30 days. Name who owns the follow-up and the date. Don’t use scores or labels — the sentence is the decision. If a tool’s contract is annual, write the renewal date so the decision happens before it renews.

Concrete example (talent lead deciding on notetakers) Illustrative: the talent lead writes, “Consolidate panel interview notes onto the ATS notetaker; pause the separate notetaker for 30 days; owner: recruiting ops lead; review Nov 6.” The renewal date for the separate tool is in January, so there is time.

Try this

One sentence, one owner:

For ATS AI and notetaker rows only, write a Decision in one sentence each (keep both, consolidate, or pause). Name who owns the follow-up date and note any renewal date.

Pricing context (October 2026)

This how-to is dated Oct 6, 2026 and is not a price sheet. Vendor prices for ATS AI, notetakers, sourcing, screening, and scheduling tools live on each vendor’s pricing page — and several recruiting vendors don’t publish prices at all. Fill Cost/mo from your invoices, not from guessed list prices.

Our dated reviews note which vendors publish prices: see Workable AI, Greenhouse AI, Juicebox vs LinkedIn Hiring Assistant, and Metaview vs BrightHire. Optional structured help: $9 toolkit spreadsheet or $19 toolkit audit.

Uncertainty: Plan names, AI add-ons, credit models, and bundled pricing change often in recruiting software. Always verify on the vendor’s live page and your bill before budgeting. Hiring and notice rules differ by location; this is product education, not legal or employment advice.

When it’s useful (honest take)

Useful when recruiting pays for more than one AI surface and you suspect two tools draft the same job posts or summarize the same interviews.

Useful when you need to show who decides and what candidates are told for every tool that touches them.

Less useful when you have one ATS and one chat habit with clear jobs. Soft $19/$9 only if overlaps are real. Never treat this map as legal or employment advice.

Related options (educational)

FAQ

What is a recruiting ops stack map?

One table that lists each hiring job (ATS AI, notetaker, sourcing, screening, scheduling, job posts), the tool that does it, its owner, its monthly cost from your invoices, overlaps with other tools, and a one-sentence decision.

Which jobs should we inventory first?

Notetakers and ATS AI. They overlap most often, and notetakers also change what candidates are told about recording.

Should we use list prices for Cost/mo?

No. Use invoices or card statements. Many recruiting vendors don’t publish prices, and contract prices differ. Write Unknown — check bill when you can’t find it.

Why add who decides and candidate notice?

Because several recruiting tools can suggest or take actions on candidates. A named person should confirm advances and rejections, and candidates should be told about recording, automated chat, and how to opt out.

When do the $9 / $19 toolkit offers help?

Only when overlaps are real and you want a structured sheet ($9 spreadsheet) or a second pair of eyes on the table ($19 audit).

Optional next step (if seats overlap)

If the table shows two or three tools on the same hiring job, fix that overlap before adding another seat. Map the overlap with the $19 AI toolkit audit or the $9 AI toolkit spreadsheet. Email Audit $19 or Toolkit spreadsheet $9.

Checkout is live via Stripe. After you pay, we email delivery (spreadsheet) or intake next steps (audit).

Related: Stack map for people ops · Stack map for finance ops · Greenhouse AI · Workable AI · Metaview vs BrightHire · Gemini for recruiting · ops hub