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Talking to every applicant vs scoring their CV

Many AI screening tools start by scoring and ranking CVs, then add extra checks for the people near the top. BeCareers reads each CV against your criteria, then talks to every applicant. Here is how the two approaches compare, and when each one fits.

Based on our review of publicly available information about AI screening tools in the UK market, 23 September 2026. Features vary by provider and change often - ask each vendor to confirm.

BeCareersCV-scoring AI tools (typical)
First stageCV read against your criteria, then a short screening conversation with every applicantCVs scored and ranked automatically; some add video or questionnaire assessments for higher-ranked applicants
Evidence behind the resultThe applicant's own answers, with the full transcriptMainly the CV and application answers; some add questionnaires or video
Screening languages100+, in the applicant's own languageVaries - check which languages applicants can use
Social media or public-profile analysisNot used - we screen what the applicant shares with usSome tools add data from public profiles
Who makes hiring decisionsYour team; any knock-out rules are ones you setYour team; most tools let you set automatic rules too
Published pricingYes - £1.50 per screening standard rate; plans £199-£999 a monthMixed - some publish plan prices; enterprise tools usually quote on request
IntegrationsCareers-site widget; export to your ATSMany offer ready-made connectors for large ATS platforms

Which one fits

Talking to everyone fits when

Volume is high and CVs are thin

You hire for hourly, shift-based or frontline roles where many good applicants have short or unpolished CVs, speak several languages, or apply out of hours - and you want every one of them heard, with a price you can see up front.

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CV scoring may fit when

CVs carry the signal you need

You hire for roles where formal qualifications and career history are the main evidence, you need a ready-made connector to a specific enterprise ATS, or you want video assessment as a standard step.

Why we chose conversation

Most of the market agrees on the problem: AI-written CVs and one-click applications have made the CV a weaker signal, and there are too many applicants to phone them all. Scoring the CV in more detail is one answer. Ours is to give every applicant the same short, structured conversation about the job - in their own language, whenever suits them - and to give you the transcript. We believe every candidate deserves an equal opportunity, and that starts with being heard. More on AI-written CVs.

Questions to ask any vendor

Whichever approach you choose, ask what evidence each result is based on, whether it uses anything beyond what the applicant submits, how it is tested for bias, and what it costs at your volume. See our buyer's checklist.

Frequently Asked Questions

CV-scoring tools rank applicants mainly from their CV. Conversational screening asks every applicant structured questions about the role and records their answers, so the result rests on the applicant's own answers as well as their CV.
No. We screen the CV and the conversation - what the applicant chooses to share with us.

See it on one of your roles

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