A useful recruitment CRM data export lets your agency retrieve the information it needs in files that remain understandable outside the software. A candidate spreadsheet alone does not prove that. Before renewing or buying a system, ask for a small export demonstration covering records, their relationships, activity history and attachments, then document what is missing and how it can be obtained.
This is a practical check for agency owners and operations managers who want evidence before making a purchasing decision. You do not need to be changing systems today. Establishing what you can retrieve gives the next reporting, archive or supplier discussion a concrete starting point.
Define the package you need before pressing export
Start with a one-page inventory of information your agency relies on. Include candidates, applications, vacancies, client contacts, open tasks, interaction notes and relevant files. List workflow configuration separately: stage names, field definitions and automation rules may need their own documentation.
Beside each item, record its business use. For example, application links explain which role a candidate discussed; task ownership explains who promised a callback. This prevents a supplier demonstration from drifting towards the easiest downloadable table while leaving daily work unexplained.
Distinguish three outcomes: available directly, available through a separate supported process, and unavailable or unproven. A verbal assurance belongs in the last category until somebody demonstrates it. Ask the supplier to identify the export method, required access, expected delivery process and any commercial conditions for each item.
Separate current fields from the history behind them
A field showing “interview booked” describes the present state. It does not necessarily include when the interview was arranged, who changed it or which earlier appointment was cancelled. Decide which of those historical details your agency needs and ask to see them in the files.
The distinction is real in CRM documentation. HubSpot's record export guidance describes current properties and associations, while directing users to separate methods for contact activities. That illustrates a question to ask your own supplier; it is not a claim that every recruitment CRM behaves the same way or that AI JOB AGENCY integrates with HubSpot.
Request a short explanation of each delivered file. Column names, identifiers and status values should be understandable to somebody who did not configure the system. Ask whether dates include time zones and whether an empty cell means unknown, excluded or genuinely blank. Keep that explanation with the evidence pack.
Run a demonstration with synthetic staffing records
Use invented records for the first exercise so you can circulate the results internally without exposing candidate information. Ask the supplier to create a candidate linked to two vacancies, an open callback assigned to a recruiter, a completed conversation and a sample attachment. Add a changed status so history can be examined.
The reviewer should be able to answer these questions from the delivered package:
- Which applications belong to the same candidate?
- Which vacancy does each application refer to?
- Who owns the open callback and when is it due?
- Can the completed conversation be located and dated?
- Can the attachment be opened without the original user session?
Do not accept screenshots as a substitute for downloadable records. Screenshots may explain the demonstration, but they cannot establish what the export contains. Keep the sample files, the export settings and a dated list of exceptions together.
Check the difficult parts of the package
Relationships that survive outside the screen
Look for stable record references connecting the separate files. A candidate name alone is a weak link because names can repeat or change. Ask how a reviewer can connect a candidate, application and vacancy without guessing. If a relationship is represented as several identifiers inside one cell, request its documented format.
Attachments that remain usable
A link to a CV is different from the CV file itself. Establish whether links require an active account or expire, and how actual files can be delivered through an approved route. Check that filenames or a manifest connect each attachment to the correct record. Do not download a real candidate archive merely to test this; a synthetic document is enough for the first check.
Meaning across language desks
For a Dutch agency working with a Polish recruitment desk, test accented names and a field label that differs between interface languages. Ask whether the exported value is a stable code or a translated display label. Otherwise two exports can appear inconsistent simply because different users selected different language settings.
Turn supplier answers into a renewal decision
Create a short decision record with the requested item, observed result, remaining gap, responsible person and proposed resolution. Record any supplier-assisted work as a dependency, including how it is requested and what must be agreed about timing and cost. Do not insert assumed fees or standard delivery times.
Classify gaps by their consequence. Missing decorative dashboard settings may be acceptable if the underlying data is usable. Missing application relationships or inaccessible attachments may require a different decision. Your threshold should follow the agency's intended use, rather than a universal checklist score.
An export is also not a proven recovery plan. Receiving files does not show that the whole system can be restored from them. If the agency later decides to switch platforms, use the separate recruitment CRM migration checklist to plan mapping, import reconciliation and cutover.
Common mistakes and a short checklist
The most common shortcut is treating an export button as proof of complete access. Other mistakes include testing only a simple contact, overlooking attachments and relying on one administrator who will not always be available. Assign an agency owner for the evidence pack and review it when important workflow fields or supplier arrangements change.
- Write down the business purpose of the export.
- List records, history, relationships, attachments and configuration separately.
- Demonstrate the process using connected synthetic records.
- Open the files outside the original CRM session.
- Document exclusions, dependencies and unproven items.
- Store the results in an approved location with an owner.
For broader workflow fit, explore the recruitment CRM service. Bring the inventory and unresolved questions to AI JOB AGENCY if you want to connect the export requirements to the way your recruiters actually work.
FAQ
Is a CSV export enough for a recruitment agency?
It may be enough for a bounded reporting task. It is not sufficient evidence for a complete agency data package unless relationships, required history and files are also accounted for. Judge the export against its stated purpose.
Should we test exports even if we plan to renew?
Yes, as an operational practice. A renewal discussion is a useful opportunity to resolve unknowns while the system is still in normal use. The test does not commit the agency to leaving.
Does an export need to include every record?
Not for the initial demonstration. Use a representative synthetic sample first. Any later production export needs an agreed scope, approved access and a suitable destination under your agency's own data-handling arrangements.
What if the supplier offers an API instead?
Ask for evidence that the required information can actually be retrieved, who will run the process and what supporting work is needed. An API being available is different from a usable export being delivered to your team.
Who should approve the result?
The operations owner should confirm that the package answers business questions, with technical support checking file structure and access. Keep unresolved gaps visible to the person making the renewal or purchase decision.