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Frequently asked questions

Every question answered anywhere on the site, gathered here — 71 of them, grouped by what they are about.

Each section links to the page that covers it in depth.

About SeekerPitch

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What is SeekerPitch?

SeekerPitch is an AI ATS overlay — an AI screening layer that connects to the ATS you already run. Its AI interviewer, Sophia, interviews every applicant, scores behavioral fit against a role-calibrated Job DNA framework, recommends the strong candidates, schedules the live interview, and writes the results back into your ATS.

Is SeekerPitch an ATS?

No. SeekerPitch is not an ATS and does not replace yours. It is an overlay that sits on top of your existing applicant tracking system — your ATS stays the system of record before, during, and after screening. SeekerPitch augments it.

Which ATS does SeekerPitch work with?

SeekerPitch connects to virtually every modern ATS, including Greenhouse, Lever, Workday, iCIMS, SmartRecruiters, Ashby, Bullhorn, Workable, and many more. And if your ATS has an API, we will integrate with it.

Do candidates need an account?

No. Candidates are screened as guests of your ATS — there is nothing to sign up for and no app to download. Sophia interviews them in the browser the moment they enter your pipeline.

How does the AI screening work?

Sophia conducts a 3–15 minute conversational Voice AI behavioral interview, scoring behavioral skills across a role-calibrated Job DNA framework with transcript-backed evidence. Your team reviews the recommendation and evidence and makes every final call — there are zero AI-only rejections.

For employers

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Does SeekerPitch replace our ATS?

No. SeekerPitch is a plugin that sits on top of your existing ATS. If it has an API, we connect to it. It enhances your current workflow by automatically triggering AI screening when a candidate applies. You keep your ATS; we make it dramatically more intelligent.

How long does integration take?

If your ATS has an open API, we handle the integration — no IT project, no custom code, no setup fees. Week 1: API connection and SSO. Week 2: Job DNA calibration. Week 3: silent pilot with live applicants. Week 4: full activation with ROI dashboard. Your team provides credentials and signs off.

What does the AI screening actually evaluate?

Every candidate completes a 3–15 minute Voice AI behavioral interview, with the option to submit a short spoken cover letter. The Job DNA Engine evaluates communication clarity, composure under pressure, emotional intelligence, guest impact instinct, team leadership, and commercial awareness — the soft skills that predict operational success, not résumé keywords.

What happens after a candidate passes the screen?

Sophia handles coordination automatically — once a candidate clears your score threshold, she schedules the interview, sends confirmations, and answers candidate questions, then pushes the full transcript and structured scores back into your ATS. Your hiring manager walks into the final interview already knowing exactly who they are talking to.

How does the Job DNA model get smarter?

Every screening and every hire teaches the model more about what great performance looks like for your specific roles, locations, and company culture. The Job DNA model recalibrates over time — making each new screen more precise for your business.

What ROI should we expect?

The most immediate ROI is recruiter time: Sophia handles the screening work that used to take your team 30–45 minutes per candidate. On the Growth plan, 200 screens per month represents roughly 100 recruiter hours recovered — hours your team redirects to decisions, interviews, and closing. The second layer is hire quality: behavioral screening designed to reduce 90-day attrition, which SHRM estimates costs up to 200% of base salary to replace.

What makes Voice AI screening better than a recruiter phone screen?

Three things: consistency, depth, and scalability. Sophia asks the same calibrated behavioral questions to every candidate — no off-days, no rapport bias, no skip-ahead shortcuts. She evaluates across a deep set of soft skill dimensions simultaneously and produces a transcript-anchored score your team can audit and override. A recruiter phone screen is one person's impression. Sophia is structured evidence.

How does pricing work?

Plans are sized to your hiring volume and priced on the demo call. Every tier runs the same Sophia intelligence — the difference is screen volume and ATS depth. No setup fees, no annual commitment required on entry plans. Ask about design partner pricing on your first call.

What roles does SeekerPitch screen for?

SeekerPitch screens frontline, management, and operations leadership roles — from Associates, Caregivers, and CNAs to General Managers, District Managers, Practice Managers, and VP-level Operations Leaders — across retail, restaurant, hospitality, gaming, healthcare, and manufacturing.

How is candidate data handled and protected?

All candidate data is encrypted in transit and at rest. SeekerPitch does not sell or share your candidate pipeline or company data with third parties. You retain full ownership of your Job DNA model and hiring history. Candidate profiles can be deleted on request at any time.

How it works

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How does SeekerPitch connect to our ATS?

Via open API — no point-to-point mapping, no custom field work. Your team provides SSO credentials. We handle everything else. Zero custom code from your engineers, zero IT tickets, no implementation project.

Who is Sophia?

Sophia is our behavioral screening AI. Her one job is to interview every applicant and score behavioral fit — a 3–15 minute Voice AI screen calibrated to your roles. Everything else exists to make that screen work: she coordinates candidates over text so they complete the screen, and she turns each hire's outcomes into a sharper screen (with coaching profiles for new hires built in). She's purpose-built for frontline, management, and sales hiring across hospitality, retail, restaurant, gaming, and healthcare.

What makes Voice AI screening better than a recruiter phone screen?

Consistency, depth, and scale. Sophia asks the same calibrated behavioral questions to every candidate — no off-days, no rapport shortcuts, no drift in standards. She evaluates across a deep set of soft skill dimensions simultaneously and produces a transcript-anchored score your team can audit, agree with, or override. A recruiter phone screen is one person's impression. Sophia is structured, repeatable, evidence-backed assessment.

What does "Job DNA" mean?

Job DNA is our behavioral scoring model — built across role-calibrated zones (which may include Guest & Patient Impact, Team Leadership, Operational Discipline, Pressure Readiness, Commercial & Talent Instinct, and others depending on the role) covering a deep set of soft skill dimensions. The specific zones and weighting are versioned per role, calibrated to your company's performance data, not generic benchmarks.

How long does onboarding take?

Your team provides SSO credentials and signs off on the integration — we handle the rest. Week 1: schema mapping and SSO. Week 2: Job DNA calibration. Week 3: silent pilot with live applicants. Week 4: full activation with executive ROI dashboard. No IT project, no custom code required.

Is this replacing our recruiting team?

No. SeekerPitch eliminates the work that slows everyone down — reading 200 résumés, scheduling phone screens, chasing applicants who ghost. Your recruiters spend their time reviewing behavioral evidence and making decisions, not managing coordination.

What compliance protections are built in?

EEOC, CCPA, and GDPR compliant out of the box. Zero AI-only hiring decisions — humans always make the final call. PII is stripped from event payloads. Your data is never used for third-party model training.

Candidate screening

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What is candidate screening software?

Candidate screening software evaluates job applicants before a human interview, so recruiters spend time only on the strongest candidates. Most tools do this by filtering résumés and matching keywords. SeekerPitch takes a behavioral approach: Sophia interviews every applicant and scores how they perform under pressure, lead a team, and communicate — the traits that predict success in frontline and management roles and never appear on a résumé.

How is behavioral screening different from résumé screening?

Résumé screening ranks a document based on claimed experience. Behavioral screening evaluates how a candidate actually thinks and responds in real scenarios. Sophia runs a structured 3–15 minute interview scoring composure, leadership instinct, emotional intelligence, and communication against your role-calibrated model — signals a résumé or skills test can't reveal.

Does SeekerPitch automatically reject candidates?

No. Sophia produces evidence-backed scores and recommendations, and your team makes every final decision. There are zero AI-only rejections. All scoring models are built to EEOC standards and are auditable by your HR and legal teams.

Will it work with our existing ATS?

Yes. Sophia connects to any ATS with an open API — Workday, Greenhouse, Lever, iCIMS, BambooHR, and others — via webhook. When a candidate enters your pipeline, Sophia is triggered automatically, and scores and transcripts land back in your existing workflow. No new tool for your team to learn, and no IT project required.

What roles is it best for?

SeekerPitch is built for high-volume frontline, management, and sales hiring across retail, restaurant, hospitality and gaming, and healthcare. It's calibrated to the roles where soft skills — composure, leadership, communication — determine performance and retention.

Recruitment automation

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What is recruitment automation?

Recruitment automation uses software to handle repetitive parts of hiring — sourcing, screening, scheduling, and follow-up — without manual work at each step. Most tools automate the logistics but not the evaluation. SeekerPitch automates the screening itself: Sophia interviews and scores every applicant for behavioral fit the moment they apply, so your team reviews only the strongest candidates.

How is SeekerPitch different from other recruitment automation tools?

Most recruitment automation routes and schedules candidates but never evaluates them, leaving the actual screening manual. SeekerPitch automates the screening — a behavioral interview and score for every applicant — and routes only high-signal candidates to your team with the evidence attached. The logistics and the evaluation are both automated; only the hiring decision stays human.

Does automated recruiting mean candidates get auto-rejected?

No. Sophia produces evidence-backed scores and recommendations, and your team makes every final decision. There are zero AI-only rejections. All scoring models are built to EEOC standards and are auditable by your HR and legal teams.

Will it work with our current ATS?

Yes. Sophia connects to any ATS with an open API — Workday, Greenhouse, Lever, iCIMS, BambooHR, and others — via webhook. The automation triggers automatically when a candidate enters your pipeline, and results land back in your existing workflow. No new tool to learn and no IT project required.

High-volume and hourly hiring

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What is high-volume hiring software?

High-volume hiring software helps employers screen and manage large applicant pools for roles with many openings — hourly, frontline, and seasonal jobs where hundreds apply at once. Most tools speed up the pipeline but don't evaluate candidates. SeekerPitch screens every applicant: Sophia interviews and scores hundreds at a time for behavioral fit, so managers meet only the strongest.

How does SeekerPitch handle hundreds of applicants at once?

Sophia interviews candidates in parallel, not in a queue. The moment each applicant enters your ATS, she runs a 3–15 minute behavioral interview and scores them, so a pool of hundreds is screened in hours rather than weeks. Your team reviews a ranked shortlist with evidence attached.

Is it a good fit for hourly and frontline roles?

Yes. SeekerPitch is built for high-volume frontline and hourly hiring across retail, restaurant, hospitality and gaming, and healthcare — the roles where soft skills like composure and communication determine performance and retention, and where turnover is most expensive.

Does screening at scale mean candidates get auto-rejected?

No. Sophia produces evidence-backed scores and recommendations, and your team makes every final decision. There are zero AI-only rejections. All scoring models are built to EEOC standards and are auditable by your HR and legal teams.

What industries does SeekerPitch screen for?

SeekerPitch is purpose-built for frontline and operations roles in retail, restaurant, hospitality, gaming, healthcare, and manufacturing. Our behavioral DNA models are calibrated for the specific pressures of each vertical — floor accountability for retail, pressure management for restaurant, guest experience instinct for hospitality, regulatory composure for gaming, and compassion under load for healthcare.

Does Sophia screen differently for different roles?

Yes. Sophia uses a role-calibrated behavioral DNA model for each position. A Store Manager screen evaluates different dimensions than a General Manager screen or a Floor Supervisor screen. Your team calibrates the model to your specific performance benchmarks during onboarding — no two DNA models are identical.

Can I use SeekerPitch for both management and hourly roles?

Yes. Sophia screens across levels — from frontline crew and associates through assistant managers, general managers, and district leadership. The behavioral dimensions and scoring thresholds are calibrated separately for each level and role type.

How long does a Sophia screen take for a candidate?

A standard Sophia behavioral interview runs 3–15 minutes, conducted entirely via Voice AI. Candidates complete it on their own time — no scheduling required. Your team receives the behavioral score, confidence band, and full transcript before they ever look at a résumé.

What makes behavioral screening more reliable than a traditional interview?

Traditional interviews are high-variance: different interviewers ask different questions, weigh answers differently, and are subject to unconscious bias. Sophia asks the same calibrated behavioral questions for every candidate, scores every response against the same role-specific model, and produces a consistent, auditable output. That consistency is what eliminates the gut-feel variable — not replacing human judgment, but grounding it in behavioral evidence.

What retail roles does Sophia screen?

Sophia screens across the full retail operations ladder: Store Manager, Assistant Store Manager, District Manager, Area Manager, Operations Manager, and senior frontline leads. The behavioral DNA model is calibrated separately for each role level — a Store Manager screen evaluates different dimensions than a District Manager screen.

What behavioral signals matter most for retail management hiring?

The highest-predictive dimensions for retail leadership are floor accountability (holding team standards without requiring physical presence), associate coaching instinct (developing people rather than just completing tasks), Q4 surge composure (performing under holiday-level staffing pressure), and shrink/LP awareness. Sophia evaluates all of these conversationally — not through keyword matching on a résumé.

How does Sophia reduce time-to-fill for Store Manager roles?

The average retail Store Manager seat takes 42 days to fill because screening is manual, scheduling is slow, and candidate pools are large. Sophia triggers automatically when a candidate enters your ATS, conducts the behavioral interview within hours (no scheduling required), and delivers a ranked shortlist before your first recruiter review. Most teams cut time-to-fill by 30–50% in the first 60 days.

Will Sophia work with our existing ATS?

Yes. Sophia connects to any ATS with an open API — Workday, Greenhouse, Lever, iCIMS, BambooHR, and 14+ others — via webhook. When a candidate enters your pipeline, Sophia is triggered automatically. Scores and transcripts land back in your existing workflow. No new tool for your team to learn. No IT project required.

Is Sophia EEOC compliant for retail screening?

Yes. All behavioral scoring models are built to EEOC standards and auditable by your HR and legal teams. No candidate is automatically rejected — Sophia produces evidence-backed recommendations and your team makes every final decision.

What restaurant roles does Sophia screen?

Sophia screens General Manager, Kitchen Manager, Assistant GM, Shift Supervisor, Area Manager, and Director of Operations roles. The behavioral DNA model is calibrated separately per role — a Kitchen Manager screen evaluates different dimensions than a GM or Area Manager screen. Every model is calibrated to your specific performance benchmarks during onboarding.

What behavioral signals predict a strong restaurant GM?

The highest-predictive signals for GM success are composure under operational chaos (the Saturday night two-server-callout scenario), team accountability without micromanagement, P&L ownership instinct, conflict de-escalation with both guests and staff, and the ability to coach kitchen and FOH teams simultaneously. Sophia evaluates all of these through conversational Voice AI — not keyword screening on a résumé.

How does SeekerPitch handle franchise restaurant hiring across multiple locations?

Each location can have its own calibrated DNA model based on its specific performance history, volume, and team structure. At the franchise group or brand level, you get consolidated behavioral data across all locations — so you can identify which stores are promoting the right leadership profiles and which ones are not. Everything flows through your existing ATS.

We promote from within. Does Sophia work for internal candidates too?

Yes. Internal promotions are where bad hiring decisions are most expensive — you already invested in the person and now they're in a harder role. Sophia runs the same behavioral screen on internal candidates, giving your leadership team evidence-backed data to support or challenge a promotion decision. Several clients use Sophia specifically as a promotion validation tool.

How long does the candidate experience take?

A standard Sophia behavioral interview runs 3–15 minutes via Voice AI. Candidates complete it on their own schedule — no call with a recruiter, no slot to book. Most candidates complete the interview within 24 hours of the invitation. Your team gets the score, confidence band, and full transcript before the first recruiter review.

Hospitality and gaming

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What hospitality and gaming roles does Sophia screen?

Sophia screens Hotel General Manager, F&B Director, Director of Operations, Floor Manager, Casino Pit Boss, Front Office Manager, Event & Venue Manager, and senior department heads. The behavioral DNA model is calibrated per role and property type — a casino Floor Manager screen evaluates different dimensions than a hotel GM or F&B Director screen.

How does Sophia handle regulatory composure screening for gaming operations?

Gaming is uniquely high-stakes: a single compliance miss can trigger regulatory review or property closure. Sophia evaluates regulatory composure through behavioral scenarios that test how candidates respond to dual-pressure situations — a guest complaint and a compliance concern happening simultaneously. The candidates who prioritize compliance while managing the guest experience are the ones who protect your license. That signal is invisible on a résumé.

What makes hospitality leadership hiring different from other industries?

Hospitality leadership requires a rare combination of high-EQ guest empathy and operational discipline under pressure. The best hotel GMs and F&B Directors can de-escalate a guest crisis at 2am while simultaneously managing a kitchen staffing gap, without either suffering. Traditional interviews rarely surface that capacity. Sophia's behavioral interview probes for it directly, across every candidate, consistently.

Can SeekerPitch work across multiple properties?

Yes. Multi-property operators get consolidated behavioral data across all locations. Each property can have its own calibrated DNA model based on its brand standards, service tier, and historical performance. Regional leadership can see behavioral trends across properties — including which locations are consistently selecting the right leadership profiles and which are not.

Does SeekerPitch meet compliance requirements for hospitality hiring?

Yes. SeekerPitch is EEOC, CCPA, and GDPR compliant. All scoring models are auditable. No candidate is automatically rejected — Sophia produces evidence-backed recommendations and your team makes every final decision. For gaming properties with additional regulatory requirements, our compliance documentation is available for review by your legal and compliance teams.

What healthcare roles does Sophia screen?

Sophia screens for behavioral and soft-skill fit across frontline care and healthcare operations roles: Caregivers, Home Health Aides, CNAs, Medical Assistants, Patient Access and front-desk staff, Schedulers, Care Coordinators, Care Team Leads, Practice Managers, and Directors of Patient Experience or Nursing Operations. Sophia evaluates how people show up for patients and teammates — she does not replace your clinical licensure, credentialing, or background-check process.

What behavioral signals matter most for healthcare hiring?

The highest-predictive dimensions in frontline care are compassion under load (staying warm and patient at hour ten, not just in the interview), composure during emotional or high-conflict moments, discretion with sensitive information, and dependable team communication across shifts and handoffs. Sophia evaluates all of these conversationally — not through keyword matching on a résumé.

How does Sophia reduce time-to-fill for caregiver and frontline roles?

Frontline care roles take an average of 42 days to fill because pools are large, screening is manual, and scheduling is slow — all while your team covers the gap. Sophia triggers automatically when a candidate enters your ATS, conducts the behavioral interview within hours (no scheduling required), and delivers a ranked shortlist before your first recruiter review. Most teams cut time-to-fill meaningfully in the first two months.

Will Sophia work with our existing ATS or HRIS?

Yes. Sophia connects to any ATS or HRIS with an open API — Workday, Greenhouse, Lever, iCIMS, UKG, BambooHR, and others — via webhook. When a candidate enters your pipeline, Sophia is triggered automatically. Scores and transcripts land back in your existing workflow. No new tool for your team to learn, and no IT project required.

Is Sophia compliant for healthcare screening?

Yes. SeekerPitch uses HIPAA-aware data handling — PII is stripped from event payloads and every screen is auditable. Behavioral scoring models are built to EEOC standards and reviewable by your HR and legal teams. No candidate is automatically rejected: Sophia produces evidence-backed recommendations and your team makes every final decision.

Manufacturing

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What manufacturing roles does Sophia screen?

Sophia screens across the full production floor: Production Associate, Machine Operator, Assembler, Material Handler, Forklift Operator, Quality Inspector, Warehouse and Shipping/Receiving Associate, Maintenance Technician, Line Lead, Production/Shift Supervisor, and Plant/Operations Manager. The behavioral DNA model is calibrated separately for each role — a Production Associate screen evaluates different dimensions than a Shift Supervisor screen.

What behavioral signals matter most for manufacturing hiring?

The most predictive dimensions for frontline production hiring are reliability and attendance discipline, safety awareness (following protocol when shortcuts are tempting), focus under repetition, and quality accountability (flagging a defect instead of passing it down the line). Sophia evaluates all of these conversationally — not through keyword matching on a résumé — which is exactly where high-volume production hiring usually goes wrong.

How does Sophia reduce turnover on the production floor?

Most early manufacturing attrition is a fit problem, not a skills problem — reliability, safety discipline, and shift-fit that a résumé never reveals. Sophia screens every applicant the moment they enter your ATS and surfaces those signals before you invest a week of onboarding. Teams use that behavioral evidence to hire for the traits that actually predict who stays past 90 days.

Can Sophia handle high-volume, high-turnover production hiring?

Yes — that is exactly where the overlay earns its keep. Sophia screens every applicant automatically and conversationally over SMS and Voice AI, with no scheduling required, so a plant taking hundreds of applications a week gets a ranked, behaviorally-scored shortlist instead of a résumé pile. She coordinates candidates in plain language over two-way SMS so applicants actually complete the screen.

Will Sophia work with our existing ATS and HRIS?

Yes. Sophia connects to any ATS with an open API — Workday, Greenhouse, iCIMS, UKG Pro Recruiting, SAP SuccessFactors, and many more. She also reads context from your HRIS as a data source to make scoring more accurate. Screening always runs against the applicants in your ATS; scores and transcripts land back in your existing workflow. No new tool for your team to learn, no IT project.

Is Sophia EEOC compliant for manufacturing screening?

Yes. All behavioral scoring models are built to EEOC standards and are auditable by your HR and legal teams. No candidate is automatically rejected — Sophia produces evidence-backed recommendations and your team makes every final decision.

Agencies, RPOs and other software

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How is SeekerPitch different from enterprise video screening platforms?

Enterprise video platforms were built for corporate hiring — high-volume white-collar recruitment at large companies. SeekerPitch is purpose-built for frontline and operations leadership: retail, restaurant, hospitality, gaming, healthcare, and manufacturing. We offer Voice AI conversational interviews (not one-way video prompts), a behavioral DNA model calibrated per role, and ATS integration with no implementation contract. Enterprise platforms typically charge $50K–$100K+ to deploy. SeekerPitch takes weeks, not months.

What makes Sophia a behavioral screener rather than a chatbot?

Most text-bots ask yes/no availability questions and route applicants. Sophia conducts a 3–15 minute conversational Voice AI interview that probes for specific behavioral signals — accountability, pressure tolerance, decision-making under constraints, and team leadership. Every response is scored against a Job DNA model calibrated to your specific role, location, and performance benchmarks. That is behavioral screening. Routing is not.

Why don't you list your pricing on the Compare page?

Pricing is sized to your screening volume and role mix. A 10-unit franchise operator and a 200-unit regional chain need different structures, so we finalize the right plan on a 30-minute demo call. What we can say: there are no placement fees, no implementation costs, and no IT project required.

Does SeekerPitch replace our ATS?

No. SeekerPitch connects to your ATS via open API. When a candidate enters your pipeline, Sophia is triggered automatically, conducts the behavioral interview, and returns the score, confidence band, and full transcript to your existing recruiter workflow. Your ATS remains the system of record. Your team never needs to log in to a new tool to see results.

What compliance standards does SeekerPitch meet?

SeekerPitch is EEOC, CCPA, and GDPR compliant out of the box. All behavioral scoring models are auditable by your team. No candidate is ever automatically rejected — Sophia produces evidence-backed recommendations, and your team makes every final hiring decision. PII is stripped from all event payloads before they leave your ATS.

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