Why pre-screen lead generation assistants before the interview
The output of this job is easy to fake and slow to check. A list of two hundred contacts looks like work until sales starts calling and finds wrong titles, dead addresses and companies half the size claimed. Assistants worth hiring know what happened after handover, because they asked. A short screen asks what became of the leads they produced, which most candidates cannot answer.
What actually matters when screening Lead Generation Virtual Assistant candidates
- 01
Track record
Check volume and quality numbers they personally owned: verified contacts built per week, list bounce rate under 3 percent, reply rates on sequences, meetings booked for their account executives.
- 02
Method and qualification
Probe how they define an ICP and build a list: LinkedIn Sales Navigator filters, Apollo or ZoomInfo exports, Clay enrichment, NeverBounce or Hunter verification, dedupe rules before CRM upload.
- 03
Relationships and trust
Assess how they work with the sales team and handle client data: handover notes, HubSpot or Pipedrive field hygiene, GDPR or CAN-SPAM limits, response to bad-lead complaints.
- 04
Drive and resilience
Look for stamina on repetitive research shifts across time zones: daily quota tracking, what they did when a data source or email domain got blocked or reputation dropped.
Pre-screening questions to ask Lead Generation Virtual Assistant candidates
12 questions grouped by what they test. Ask the same set in every screen and score answers on a consistent scale, or send them as an async video screen and compare answers side by side.
Leads that converted
3 questions01Can you give examples of results you achieved in previous lead generation roles?
Listen forMeetings booked or pipeline created, not list size, with the conversion rate they achieved stated.
Results reported as contacts collected, or no knowledge of what sales did with the leads.
02What is your experience with lead generation?
Listen forIndustries and buyer types they have worked, with the channels and volumes described concretely.
Experience described generically, or no sense of which markets they actually know.
03Can you describe a time when you successfully generated leads for a company?
Listen forA specific campaign with the targeting logic explained and the outcome they were told about.
Campaigns described without targeting rationale, or outcomes they never followed up on.
Real qualification
3 questions04Can you explain your process for qualifying leads?
Listen forCriteria beyond job title, covering company fit, timing signals and whether a need is plausible.
Qualification by title and company size alone, or every matching contact treated as a lead.
05How do you ensure the quality of the leads you generate?
Listen forContact details verified before handover, with a stated bounce or accuracy rate they hold themselves to.
Details never verified, or bounce rates unknown because nobody checked after sending.
06How do you prioritise leads for different stages of the sales process?
Listen forPrioritisation by fit and recent signals, with a clear reason for ordering the list they hand over.
Lists handed over unordered, or prioritisation done by alphabetical or company size only.
Records kept clean
3 questions07How familiar are you with customer relationship management software?
Listen forNamed systems used daily, with records entered consistently and fields completed properly.
Work tracked in personal spreadsheets, or records entered inconsistently across a team system.
08What steps do you take to ensure leads are not duplicated or lost?
Listen forDeduplication checked against existing records before adding, with a defined process rather than memory.
Duplicates found by sales, or existing customers contacted as new prospects.
09How do you track and report on lead generation results?
Listen forRegular reporting on activity and outcomes, with honesty about weeks that produced very little.
Reporting only when asked, or numbers presented without the underlying activity behind them.
Knows the rules
3 questions10How do you handle data privacy rules in lead generation?
Listen forLawful basis understood, with opt-out handling and record of source treated as a requirement.
Purchased or scraped lists used without checks, or privacy rules dismissed as not applicable.
11How do you handle rejection or no response from prospects?
Listen forA defined follow-up sequence with a stopping point, and opt-out requests honoured immediately.
Follow-ups continuing indefinitely, or contacts pursued after they asked to be left alone.
12Do you have experience working with sales teams on lead conversion?
Listen forFeedback taken from sales on lead quality, with targeting adjusted because of what they heard.
Leads handed over with no feedback loop, or complaints about lead quality never acted on.
How to score responses
Score every candidate on the same four criteria immediately after the screen. At this stage you are shortlisting for panel interviews, not making the final call.
Track record
35%5Quotes concrete figures such as 400 verified leads weekly at 1.5 percent bounce, and names the clients or campaigns behind them.
Method and qualification
25%5Describes a repeatable sourcing and verification workflow with named tools, and explains which titles or firmographic signals they exclude and why.
Relationships and trust
25%5Shows evidence of long client retainers, clean CRM handovers, and taking correction on lead quality without dropping output.
Drive and resilience
15%5Cites specific recovery moves (domain warmup, switching data providers, rewriting subject lines) and consistent daily output over many months.
A list of two hundred contacts looks like work until sales starts calling. A one-way video screen asks what converted.
Try it on HirevireScreening FAQ
Process basics
How long should a pre-screening round for this role take?
Ten minutes across eight questions, answered async. Enough to establish results they produced, test their qualification method, and check they understand the data protection rules.
Should I set a practical task as well?
Yes, after the screen. Ten sourced and verified contacts against a real brief tells you more than any answer, and the screen decides who is worth setting it for.
Evaluating answers
What is the strongest signal when screening this role?
Knowing what happened to their leads. Assistants who care about quality track meetings booked. Anyone who reports list size alone has never had their work checked.
What should worry me in an answer?
Not knowing where their contact data came from. Scraped or purchased lists create real legal exposure for the business sending the emails, and that liability is yours, not theirs.
Go deeper on this role
Sanat has been hiring since 2012 and watching the recruitment industry change up close ever since, and turned that screening process into Hirevire's video screening platform. LinkedIn
