US BUYER’S GUIDE · 6 PRODUCTS

Recruiting & applicant tracking

Which recruiting system improves coordination while preserving a clear, reviewable hiring process?

Candidate sourcing, hiring pipelines, interview coordination, and recruiting analytics.

Research desk · Oct 20, 2026 · Methodology

YOUR SHORTLIST STARTS HERE

Compare the options.

Sort by

Highest documented score first. Fit adds up the 28 feature checks below, including AI, across documented plans. Entry price does not include every capability. Unknown evidence appears as a range.

Product / good fit for	Pricing context	Documented fit	Next step
Ashby Teams wanting recruiting operations and detailed analysis in a unified environment.	Custom quoteorganization / paid seatsFoundations / Plus / Enterprise	54–100/100 documented fit 54% evidence coverage	Full research →
Greenhouse Growing recruiting teams that want repeatable interviews, a candidate CRM, and tiered governance.	Custom quoteorganizationCore / Plus / Pro	42–100/100 documented fit 42% evidence coverage	Full research →
Rippling Companies that need workflows and reporting across several employee-related systems.	Custom quoteper employee/month plus base and modulesConfigured platform	39–100/100 documented fit 39% evidence coverage	Full research →
Lever Recruiting teams combining active applicants with ongoing candidate nurture campaigns.	Custom quoteorganizationLever	38–100/100 documented fit 38% evidence coverage	Full research →
Workable Small and growing employers that want sourcing and an ATS, with the option to add HR workflows.	See pricingorganization plus AI creditsStandard / Premier / Enterprise	31–100/100 documented fit 31% evidence coverage	Full research →
BambooHR Growing employers building a coherent employee database and lifecycle process.	Custom quoteper employee/month or small-company flat feeCore / Pro / Elite	22–100/100 documented fit 22% evidence coverage	Full research →

BEYOND A FEATURE CHECKMARK

How deep does the capability go?

Choose up to 3 for a closer look →

28 weighted checks: core capabilities contribute 32 points and workflow depth contributes 68. AI is included at the weight shown for this category. Expand Evidence for scope and sources, or ask for the same demonstration from each supplier.

Show checksShowing fewer rows does not change the score.

Recruiting & applicant tracking features for all 6 products
Feature / base weight	Ashby 54–100/100 documented fit Core capabilities22.4–32 / 32 pts7/10 checks with established status Workflow depth32–68 / 68 pts6/18 checks with established status	Greenhouse 42–100/100 documented fit Core capabilities25.6–32 / 32 pts8/10 checks with established status Workflow depth16.8–68 / 68 pts3/18 checks with established status	Rippling 39–100/100 documented fit Core capabilities22.4–32 / 32 pts7/10 checks with established status Workflow depth16.8–68 / 68 pts4/18 checks with established status	Lever 38–100/100 documented fit Core capabilities24.8–32 / 32 pts8/10 checks with established status Workflow depth13.6–68 / 68 pts3/18 checks with established status	Workable 31–100/100 documented fit Core capabilities15.2–32 / 32 pts5/10 checks with established status Workflow depth15.4–68 / 68 pts4/18 checks with established status	BambooHR 22–100/100 documented fit Core capabilities16–32 / 32 pts5/10 checks with established status Workflow depth5.6–68 / 68 pts1/18 checks with established status
Core capabilityJob posting or distribution4 points · Publish or distribute job openings to candidate-facing channels.	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish job posting or distribution at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish job posting or distribution at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Job-board distribution is documented. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish job posting or distribution at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish job posting or distribution at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Job posting connects with Indeed, ZipRecruiter and LinkedIn. Official documentation · Oct 15, 2026Source
Core capabilityCandidate CRM or talent pools4 points · Retain, search or re-engage prospects outside a single live application.	Supported4 / 4 pts Evidence Candidate CRM sequences and talent pools are documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Candidate CRM and prospect pools are included. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Talent rediscovery is documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Candidate CRM supports sourcing and nurture campaigns. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence Candidate sourcing is documented, but retained talent-pool management was not established at this feature level. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish candidate crm or talent pools at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkDuplicate candidate handling5.6 points · Identify, merge or otherwise resolve duplicate candidate profiles. Ask for a demonstration Submit the same candidate twice and show the safe deduplication or merge workflow. A scenario to run with the supplier; not a completed product test.	Supported5.6 / 5.6 pts Evidence Candidate feeds retain the event when profiles are merged, with a documented duplicate-merge workflow. Official documentation · Oct 15, 2026Source	Supported5.6 / 5.6 pts Evidence Site administrators can merge duplicate candidate profiles in the documented bulk-edit workflow. Official documentation · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: duplicate candidate handling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: duplicate candidate handling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: duplicate candidate handling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: duplicate candidate handling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkSearchable segmented talent pools6.4 points · Filter saved candidates by structured attributes, history or pool membership. Ask for a demonstration Find previously screened candidates with a chosen skill and exclude those already hired. A scenario to run with the supplier; not a completed product test.	Supported6.4 / 6.4 pts Evidence Talent Rediscovery filters past candidates by criteria and prior hiring signals for follow-up. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: searchable segmented talent pools. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: searchable segmented talent pools. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: searchable segmented talent pools. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: searchable segmented talent pools. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: searchable segmented talent pools. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityApplicant stages4 points · Track candidates through configured hiring stages.	Supported4 / 4 pts Evidence ATS workflows manage applications and hiring stages. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Structured hiring stages manage applications. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The ATS manages candidate stages and bulk updates. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The ATS manages hiring stages. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The ATS manages active applications and hiring workflows. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The ATS manages a candidate hiring pipeline. Official documentation · Oct 15, 2026Source
Core capabilityCandidate follow-up workflows4 points · Automate or coordinate candidate communications and next-step tasks.	Supported4 / 4 pts Evidence CRM sequences support candidate follow-up. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Structured recruiting workflows coordinate next steps. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish candidate follow-up workflows at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Nurture campaigns support candidate follow-up. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish candidate follow-up workflows at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish candidate follow-up workflows at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkStage-triggered recruiting steps5.6 points · Trigger a communication, task or configured workflow when a candidate changes stage. Ask for a demonstration Move a test candidate to interview and show the triggered tasks or communications. A scenario to run with the supplier; not a completed product test.	Supported5.6 / 5.6 pts Evidence Stage entry can automatically send assessments, emails and scheduling links. Official documentation · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-triggered recruiting steps. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-triggered recruiting steps. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-triggered recruiting steps. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-triggered recruiting steps. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported5.6 / 5.6 pts Evidence Candidate-stage communication can send automated personalized emails. Official documentation · Oct 15, 2026Source
Depth checkOffer or hiring approval workflow6.4 points · Route an offer or hiring decision for approval before it is finalized. Ask for a demonstration Prepare an offer outside the normal range and show the approver’s decision before sending. A scenario to run with the supplier; not a completed product test.	Supported6.4 / 6.4 pts Evidence Offers can pass through configured approval processes before dispatch. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Offer approval requests include offer packets and require the designated offer permissions. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Interview feedback summaries are presented in an offer approval flow for final sign-off. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Configurable offer approval chains can depend on offer-form dropdown fields; Enterprise or the Advanced HR add-on applies. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Offer templates can require all approval groups to confirm details before the candidate is contacted. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: offer or hiring approval workflow. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityInterview scheduling3.2 points · Coordinate interviews or offer candidate self-scheduling.	Supported3.2 / 3.2 pts Evidence Scheduling workflows include reminders and time suggestions. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Interview scheduling is documented. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Smart interview scheduling is documented. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish interview scheduling at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence The official implementation example documents interview scheduling as an everyday workflow. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Candidates can self-schedule defined slots with automatic confirmations. Official documentation · Oct 15, 2026Source
Core capabilityStructured interview feedback3.2 points · Capture interview notes, scorecards or structured feedback for review.	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish structured interview feedback at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Interview kits and scorecards capture structured feedback. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish structured interview feedback at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Interview records contain transcripts and generated summaries. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Structured interview scorecards are documented in the current customer implementation example. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish structured interview feedback at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkPanel or multi-part scheduling4.8 points · Coordinate several interviewers or interview sections with availability checks. Ask for a demonstration Arrange a panel or multi-part interview and show how calendar conflicts are handled. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: panel or multi-part scheduling. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkControlled interview-feedback visibility4.8 points · Use structured scorecards with permissions or visibility rules that protect independent feedback. Ask for a demonstration Show what one interviewer can see before and after submitting their scorecard. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Evidence Organization visibility settings control whether interviewers can see other feedback before their interview. Official documentation · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Private scorecard notes are restricted to specifically permitted job/site administrators. Official documentation · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: controlled interview-feedback visibility. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: controlled interview-feedback visibility. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: controlled interview-feedback visibility. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: controlled interview-feedback visibility. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityRecruiting-funnel reports2.4 points · Report on applicant progress or conversion through hiring stages.	Supported2.4 / 2.4 pts Evidence Integrated recruiting analytics are documented. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Recruiting reporting is included. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Recruiting analytics are documented. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Dashboards report recruiting-funnel performance. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Custom recruiting reporting is documented. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence A Candidate Funnel report is documented. Official documentation · Oct 15, 2026Source
Core capabilityCandidate-source reports2.4 points · Report on sourcing channels or candidate-source outcomes.	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish candidate-source reports at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish candidate-source reports at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish candidate-source reports at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Analytics report sourcing outcomes. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish candidate-source reports at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence A Candidate Sources report is documented. Official documentation · Oct 15, 2026Source
Depth checkStage-duration or bottleneck analysis3.2 points · Report time spent in hiring stages or aging applicants. Ask for a demonstration Find the slowest stage for one job using actual stage timestamps. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-duration or bottleneck analysis. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-duration or bottleneck analysis. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Recruiting dashboards expose pipeline health, hiring velocity and time-to-fill metrics. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Pipeline and offer dashboards expose time-in-stage, time-to-hire and approval-duration metrics. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-duration or bottleneck analysis. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: stage-duration or bottleneck analysis. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkExport detailed recruiting report data4 points · Export recruiting report rows for independent reconciliation or analysis. Ask for a demonstration Export the sample funnel/source report and reconcile totals with its candidate records. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export detailed recruiting report data. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export detailed recruiting report data. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export detailed recruiting report data. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Analytics exports include candidate, interview, feedback, offer and approval-status details. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The activity report filters by candidate, stage and action and exports results as CSV. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export detailed recruiting report data. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityAI candidate review or rediscovery2.4 points · Use documented AI to assist application review, matching or candidate rediscovery.	Supported2.4 / 2.4 pts Evidence Application review and talent rediscovery consume plan credits. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI talent matching depends on the applicable feature and tier. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI talent rediscovery assists recruiting. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Matching and screening tools are separately packaged. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Agent evaluation and passive sourcing consume explicit per-action credits. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai candidate review or rediscovery at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Core capabilityAI interview or recruiting content2.4 points · Generate interview notes, questions, job content or scheduling assistance.	Supported2.4 / 2.4 pts Evidence AI scheduling assistance is documented. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI generates interview questions and job descriptions; interview notes also require review. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI interview assistance is documented in the recruiting module. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Core AI includes interview transcription and summaries. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai interview or recruiting content at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai interview or recruiting content at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkEvidence-backed AI candidate assistance3.2 points · Show the resume, profile, transcript or other source information supporting an AI recruiting result. Ask for a demonstration Open the evidence behind an AI match, review result or interview summary. A scenario to run with the supplier; not a completed product test.	Supported3.2 / 3.2 pts Evidence AI summaries are generated from candidate-profile or interview-briefing feedback that the reviewer can inspect. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: evidence-backed ai candidate assistance. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence The AI summary consolidates each interviewer’s feedback within the candidate and approval workflow. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: evidence-backed ai candidate assistance. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: evidence-backed ai candidate assistance. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: evidence-backed ai candidate assistance. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkHuman control over AI hiring outcomes4 points · Document review, approval or opt-in controls so AI assistance does not itself make the final hiring decision. Ask for a demonstration Show how a recruiter accepts, changes or rejects an AI recommendation before a candidate-facing action. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human control over ai hiring outcomes. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human control over ai hiring outcomes. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence The AI interview summary supports human offer approval rather than completing the hiring decision by itself. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human control over ai hiring outcomes. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human control over ai hiring outcomes. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human control over ai hiring outcomes. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkExport AI screening criteria and output for review2.5 points · Demonstrate “Export AI screening criteria and output for review” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Export AI screening criteria and output for review” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkReserve buffers between candidate-booked interviews2.5 points · Demonstrate “Reserve buffers between candidate-booked interviews” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Reserve buffers between candidate-booked interviews” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Supported2.5 / 2.5 pts Evidence Interviewers can reserve buffer time after self-scheduled interviews, including when editing availability on mobile. All plans; connected Google/Outlook calendar; buffer is scheduling protection, not a separate calendar event. Official documentation · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkLocate failed candidate automations with a reason2.5 points · Demonstrate “Locate failed candidate automations with a reason” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Locate failed candidate automations with a reason” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Supported2.5 / 2.5 pts Evidence Failed automated actions appear in an activity view and can trigger an email explaining the failure. All plans; account-level Activity Stream permissions required; this is workflow automation, not evidence of AI. Official documentation · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkTrack a vacancy against an approved headcount budget2.5 points · Demonstrate “Track a vacancy against an approved headcount budget” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Track a vacancy against an approved headcount budget” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkRenew talent-pool consent before its recorded expiry2.5 points · Demonstrate “Renew talent-pool consent before its recorded expiry” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Renew talent-pool consent before its recorded expiry” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkCredit an employee referral to the correct application2.5 points · Demonstrate “Credit an employee referral to the correct application” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Credit an employee referral to the correct application” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkLimit an external interviewer to assigned interviews2.5 points · Demonstrate “Limit an external interviewer to assigned interviews” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Limit an external interviewer to assigned interviews” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkReschedule an interview from the recruiter mobile app2.5 points · Demonstrate “Reschedule an interview from the recruiter mobile app” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Reschedule an interview from the recruiter mobile app” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

WHAT WE MEASURE

The criteria behind the score.

The established 20 checks contribute 80 points. Eight new operational checks contribute 20 points. AI checks are included in their own group and are excluded when AI priority is set to zero. These assess documented capability scope, not measured performance. Adjust group priorities in the comparison tool.

See the complete calculation →

Sourcing & talent pools 20%
Teams need to find and re-engage relevant candidates.
Applicant pipeline 20%
A consistent pipeline supports traceable decisions.
Interview coordination 16%
Scheduling and feedback create frequent bottlenecks.
Recruiting analytics 12%
Stage and source metrics help improve the process.
AI recruiting assistance 14.5%
AI assistance needs review, clear scope, and usage limits.
Operational detail 17.5%
Specific workflow, integration and control checks beyond the established rubric.

THE PRACTICAL BUYER’S GUIDE

How to choose recruiting & applicant tracking.

A recruiting system should help people make and document hiring decisions, not simply collect more applications. Start with the roles you hire, the number of open requisitions, your sourcing channels, and the people involved in interviews and offers. A small business hiring a few employees needs different administration from a recruiting organization managing multiple teams and talent pools. Compare sourcing, pipeline management, interview coordination, analytics, and AI separately. Also separate the applicant tracking system from paid job advertising, assessments, background checks, texting, and interview recording. These may be connected to the same interface while carrying different fees, permissions, and operational responsibilities.

Map a role from approval to accepted offer

Choose a realistic requisition with several interviewers, a hiring-manager change, and an external candidate. Show how the opening is approved, published, sourced, scheduled, evaluated, and closed. Inspect the candidate experience as well as the recruiter's screen. Confirm who can see interview feedback before submitting their own and how scorecards relate to the role's criteria. If your process includes agency candidates or referrals, test those paths. The goal is a repeatable workflow that preserves context, not merely a fast way to advance a candidate through stages. Include the HR handoff after an offer is accepted.

Measure the funnel rather than admiring the dashboard

Define how your team measures time in stage, source quality, interviewer workload, and offer acceptance. Ask the vendor to reproduce those definitions on sample data, including reopened jobs, merged candidate records, and candidates considered for more than one role. Check whether reports can be filtered by the permissions of the person viewing them. For migration, decide which historical applications, attachments, notes, and consent records you need and how duplicates will be handled. A system with extensive analytics still needs consistent stages and disciplined data entry to produce useful comparisons across teams and hiring periods.

Evaluate AI as a controlled recruiting capability

Ask what the AI reads, what it recommends, and what it changes. Drafting outreach, summarizing interviews, suggesting scheduling slots, screening applications, and conducting voice interviews have different implications. Use a varied sample and have recruiters review the output against the documented job criteria. Keep evidence for why a person advances or is rejected and establish a route for questions or correction. Review the relevant employment and privacy requirements with your specialists before enabling candidate-facing or decision-support automation. Check whether AI is included, metered by candidate or action, or sold separately; a trial allowance should not be treated as the production budget.

What changes the total cost?

Company-size or recruiter-seat pricing and contract commitment.
Job advertising, texting, assessments, recording, and background services.
AI screening credits, migration, integrations, and recruiting operations.

Where purchases go wrong

Treating an AI ranking as an objective measure of candidate quality.
Comparing platform fees without paid sourcing and interview add-ons.
Migrating inconsistent pipeline stages and expecting comparable historical reports.

Bring these questions to the demo

Show the complete path from approved requisition to HR onboarding.
How are duplicate candidates and multiple applications represented?
Can we inspect and override an AI recommendation with a recorded reason?
Which actions consume credits, and what happens when the allowance is exhausted?

Questions buyers ask

Does every business need a standalone ATS?

Not always. A capable HR suite may cover a modest hiring workflow; dedicated sourcing, scheduling, or analytics can justify a specialist platform.

Is AI screening the same as an AI notetaker?

No. Screening evaluates applications against criteria; notetaking captures and summarizes interviews. Compare their scope, controls, and costs separately.

Can recruiting software guarantee fair hiring?

No software comparison can guarantee that outcome. Your criteria, implementation, review practices, and applicable requirements remain important.

Recruiting & applicant tracking

Compare the options.

Ashby

Greenhouse

Rippling

Lever

Workable

BambooHR