Question 1

What signals does Crustdata track for talent movements?

Accepted Answer

Crustdata watches:

- Job changes & promotions (including status updates)  
- Content activity (thought-leadership posts, professional discussions)  
- Availability indicators (profile optimization, increased activity, #OpenToWork)  
- Related company context such as declining headcount to enrich the candidate view

Question 2

How does Crustdata deliver daily feeds of matched candidates?

Accepted Answer

Crustdata delivers daily feeds of matched candidates the following way:

- Add candidates to a watchlist once.  
- Crustdata monitors them continuously for movement or engagement.  
- You receive real-time alerts and an updated score/rank so your candidate list stays fresh, enabling prioritization or action if required.  
- The alerts can be sent through Slack or to your CRM or any other internal system you are building via webhooks.

Question 3

Can Crustdata alert on candidate activity instantly?

Accepted Answer

Yes. Crustdata’s alerting system pushes instant notifications when:

- A tracked candidate changes roles or companies  
- A promotion is detected  
- A profile update is detected (e.g., updating skills, adding job descriptions, etc.)  
- A post is made by the candidate on social media

This lets recruiters time outreach when candidates are most receptive.

Question 4

How does Crustdata help maintain recruiting watchlists?

Accepted Answer

Using Crustdata’s person search/discovery API, users can build a list of candidates with over 60 filters to find the exact candidate that matches their criteria.

Candidate lists based on certain criteria can be created, and Crustdata’s Watcher API will constantly monitor this list for any changes in data and update the user instantly through their preferred channel of communication.

Question 5

How can recruiters personalize outreach with enrichment?

Accepted Answer

Recruiting teams can use enrichment to personalize why now and why this role:

- Reference a recent promotion or company move and tie it to role scope.  
- Mention a candidate’s latest post or discussion and connect it to team challenges.  
- Act on availability signals such as profile updates with direct next steps.  
- Pull in company context to align compensation band, tech stack, or market.

Result: higher reply rates with fewer touchpoints.

Question 6

What indicators are most predictive of recruitment opportunity?

Accepted Answer

Top predictive indicators include:

- Adding an end date of their most recent job suggesting their tenure at the company has come to an end  
- Increased content activity (engagement suggests active networking or visibility intent)  
- Availability signals (like resume/profile optimization)  
- Company signals such as departmental decrease in headcount, rising negative employee reviews indicating either layoffs or dissatisfaction

When combined, these provide a high-confidence signal that a candidate is open to new roles.

Question 7

How should AI recruiting agents integrate real-time signals?

Accepted Answer

- Ingest daily feed into your system as new leads if people fit your criteria.  
- Subscribe to watchlist alerts and trigger workflows when signals hit (job change, promotion, activity spike).  
- Auto-personalize templates using enrichment (recent post, move, skills) and route to email/Slack/CRM tasks.  
- Re-score & re-rank the pipeline on each new signal so recruiters always see the most actionable leads first.  
- Log outcomes back to your CRM for continuous improvement of filters and messaging.

Question 8

How frequently should candidate data be refreshed?

Accepted Answer

Profile data should be refreshed in real time at the moment of a user request or at least daily. Weekly or manual updates risk missing key events, leading to poor timing or misaligned outreach. Crustdata ensures that updates are processed as soon as new data is detected.

Empower your recruitment process with realtime candidate & company data