How do Firstview and Spark Hire compare on screening, interviews, assessments and hiring workflows? This comparison looks at where they overlap, where they differ, and which needs each is built to serve.
Written by Ece Badak · Fact-checked by Barkin Kutucu
Updated · 35 primary sources reviewed
Published by Firstview. Based on the sources and scope described below.
From job post to final decision, with evidence
Recorded and live video interviews, plus an ATS
Both platforms score CVs against your requirements, run a hiring pipeline and summarize interviews with AI. The difference is the interview: Firstview's AI holds it live and follows up on each answer, while Spark Hire records answers to set questions for your team to review.
You want a conversation, not a recording. Firstview scores every CV against weights you set, interviews candidates live in English, Turkish, German, Spanish or French, and backs each verdict with the candidate's own words. It works with or without an ATS.
Your team wants candidates to record answers in their own time, live video calls in the same tool and a behavioral assessment, run in Spark Hire's own ATS or beside Greenhouse, Lever, iCIMS or Workday.
These 16 rows compare hiring tasks, not whole platforms. A Full rating means the vendor offers the feature, not that every plan includes it; the pricing section shows what each plan covers.
| Capability | Firstview | Spark Hire |
|---|---|---|
| Screen | ||
| Recruiter-facing weighted CV scoring | ||
| AI splitting of combined-PDF CV uploads | ||
| Contextual CV evaluation beyond keyword matching | ||
| JD-based criteria / rubric generation | ||
| Interview | ||
| Real-time conversational AI interview | ||
| Adaptive follow-up questions | ||
| AI interview designer / custom questions | ||
| Assess | ||
| Technical / coding evaluation | ||
| Soft-skill / competency evaluation | ||
| Decide | ||
| Criterion-level evidence & score rationale | ||
| Structured candidate report | ||
| Human interview co-pilot / note-taker | ||
| Operate | ||
| Native customizable hiring pipeline without a separate ATS | ||
| Calendar integration / scheduling | ||
| Candidate communication automation | ||
| Hiring analytics dashboard |
Full and Partial describe what each vendor's cited public sources show; every source carries its audit date in the source list. Not published means the reviewed sources did not establish the capability; it does not mean the capability is absent.
The scorecard is the index. These five sections explain what the differences mean in a hiring workflow.
Firstview carries your CV criteria into the interview
Firstview scores every CV against weighted criteria you set, checks dealbreakers first, and shows the evidence behind each score. It suggests criteria from your job description, and a combined PDF of CVs splits into individual candidates automatically. The same criteria carry on into the interview.
Spark Hire's AI Resume Review, part of its Recruit ATS, rates each requirement as fully met, partially met or not met. Requirements carry a Must, Standard or Advantage priority, and an unmet Must can drop a candidate to Low fit. Its public sources do not show the splitting of a combined PDF.
On CV screening the two are close. The difference is what comes next: in Firstview, the same criteria carry into a live interview with every candidate.
Firstview interviews each candidate live, in their own language, with follow-up questions
Tell me about a project that changed direction.
Customer feedback challenged our initial plan, so we reworked the approach.
How did you decide which feedback to act on?
Firstview runs live, two-way voice interviews in the browser, in English, Turkish, German, Spanish or French. It asks follow-up questions based on each answer, answers the candidate's own questions about the role, and suggests role-specific questions your team can edit.
Spark Hire's One-Way Video Interviews ask questions set in advance, which candidates answer on video in their own time; its Live Video Interviews are calls your team runs. AI suggests the questions, then transcribes and summarizes each answer. Its public sources do not show an AI-led live interview or follow-up questions.
A recording cannot ask what the candidate meant. If you want candidates to answer whenever it suits them, Spark Hire is built for that.
Firstview tests skills in the conversation; Spark Hire adds separate tests
Firstview evaluates competencies and role-specific knowledge inside the interview itself, using 30+ competency frameworks. Technical roles get an in-depth conversational interview and a detailed technical report instead of a coding test.
Spark Hire sells a 20-minute Predictive Behavioral Assessment that scores fit for the role and workplace motivation. AI Video Review rates recorded English answers on traits such as communication and motivation, and coding tests come through partner apps such as CodeScreen.
If you need a behavioral assessment or partner coding tests, Spark Hire covers more of them. If you want to know how a candidate thinks about the job, Firstview assesses it in the same conversation as everything else.
Firstview judges every candidate on one set of criteria, from CV to decision
“I brought the two teams together to agree on the priorities.”Example candidate answer
Aligned teams around shared priorities
Each Firstview verdict links to the candidate's answer and the moment they gave it, and unclear cases go to a person, never to an automatic rejection. Firstview Notetaker also joins your team's own interviews on Zoom, Google Meet and Teams and files the notes on the candidate, so AI and human interviews end up on one record.
Spark Hire's AI Resume Review explains each requirement rating, and AI Video Review shows why it gave each trait its score. AI Evaluation Summary gathers pros and concerns from every evaluation, and AI Notetaker, in beta, drafts notes from your team's interviews.
Both let your team check a score against its reasons. In Firstview, every verdict also links to the moment the candidate answered, in an interview the AI ran itself.
Firstview runs scheduling, email and WhatsApp messages in one place
Firstview includes the pipeline board, calendar scheduling, email and WhatsApp messages, and hiring analytics, so a team can run hiring without a separate ATS.
Spark Hire's Recruit ATS builds each position's workflow from step templates and adds auto-scheduling, automated email templates, SMS for US and Canadian candidates, and reports with custom dashboards. Without Recruit, Spark Hire's video interviews connect to ATS products such as Greenhouse, Lever and Workday.
Both can run hiring without a separate ATS. If you need DocuSign offers or LinkedIn Recruiter sync inside the ATS, Spark Hire's Recruit goes further there.
Firstview builds its rules into how it evaluates: it never analyzes faces, video is never part of the evaluation, and unclear cases go to a person, never to an automatic rejection. Spark Hire completes an annual SOC 2 Type II audit and shares the report through its trust center.
Firstview does not publish a price list; it sells subscription plans and starts with a pilot on one of your own open roles. Spark Hire publishes starting prices for its ATS and its video interview plans, so compare the total for the products you would need.
Decide by how your team wants to run hiring.
Yes. Firstview covers CV screening, live AI interviews and the hiring pipeline in one product, so a separate ATS is optional. Spark Hire adds one-way and live video interviews, a behavioral assessment and reference checks, with its own ATS or beside yours.
Its public sources do not show one. Spark Hire's interviews are one-way recordings and live calls your team runs; AI then transcribes, summarizes and scores the recordings. Firstview's AI interviews each candidate live, asks follow-up questions and answers the candidate's questions about the role.
Spark Hire offers more: a Predictive Behavioral Assessment, AI ratings of recorded English answers, reference checks and coding tests through partner apps. Firstview assesses competencies and role knowledge inside the interview, and technical roles get an in-depth technical interview and a detailed technical report.
Firstview processes data in Türkiye, the EU and the US. Spark Hire hosts on AWS in the United States, Ireland or Australia depending on the product, and its Recruit ATS lists data centers in Ireland.
Firstview does not publish a price list; it sells subscription plans and starts with a pilot on one of your own open roles. Spark Hire publishes starting prices for its ATS and its video interview plans, so compare the total for the products you would need.
No. Firstview never analyzes faces, and video is never part of the evaluation. Integrity rules apply while the interview runs: the whole screen is shared, the camera stays on and virtual cameras are blocked.
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Go beyond the CV.
Alex Morgan · Product designer
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