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© 2022
#RALLYFWD
Recruitment Data:
Your Advantage in a
Competitive Labor Market
Andrew Flowers
Labor Economist
Appcast
#RALLYFWD © 2022
© 2022
1. Why recruiting costs - such as CPC and
CPA - have skyrocketed recently, and what
you can do to optimize your budget
2. Appcast’s new data around cost-per-hire,
which has shown that no single source will
perform the best in every industry
3. How to improve your employer brand with
pay and salary transparency
WHAT YOU’LL LEARN
© 2022
#RALLYFWD
About Appcast
• Appcast is the global leader in programmatic recruitment advertising technology and services.
• We were founded in 2014. 330 employees spread across offices in the US, Canada, UK, & Belarus.
• In 2019, Appcast became a subsidiary of Germany-based StepStone, one of the largest global job
board businesses today.
1.3B
Job
Postings
10.2B
Clicks
$1B+
Media Managed
Annually
1.7B
Applications
© 2022
#RALLYFWD
Recruitment Marketing
Update, Q1 2022
Costs Eased Despite Tight Labor Market, But Remain Elevated
© 2022
#RALLYFWD
CPC declined by 5.4% in Q1 2022, from
$1.12 to $1.06;
© 2022
#RALLYFWD
Apply rate increased from 3.8% to 3.95%
in Q1
© 2022
#RALLYFWD
CPA declined to $28.31, down 11.6%
from December 2021
#RALLYFWD © 2022
WAIT!
Why have
recruiting
costs
risen so much?
#RALLYFWD © 2022
© 2022
#RALLYFWD
Labor Market Overview
© 2022
#RALLYFWD
The recovery from the COVID recession
is very unique
© 2022
#RALLYFWD
A tsunami of demand for workers
across every industry
© 2022
#RALLYFWD
Labor supply is returning, but more
slowly than demand
© 2022
#RALLYFWD
Fundamental mismatch: labor demand
exceeds supply
© 2022
#RALLYFWD
Inflation is elevated, including for the
online advertising sector
© 2022
#RALLYFWD
Desktop/Mobile Trends
© 2022
#RALLYFWD
Percentage of clicks and applies by
device
© 2022
#RALLYFWD
Percentage of clicks and applies by
device: Three-year review
Clicks by Device, Year-Over-Year Applies by Device, Year-Over-Year
© 2022
#RALLYFWD
Percentage of mobile applies by job
function
© 2022
#RALLYFWD
Job Function
© 2022
#RALLYFWD
Occupations with the largest CPA
increases over last 2 years
© 2022
#RALLYFWD
Other occupations have had
moderate/flat CPA changes since 2020
© 2022
#RALLYFWD
Geographic Market
© 2022
#RALLYFWD
Apply rate by state
© 2022
#RALLYFWD
CPA by state
© 2022
#RALLYFWD
Cost Per Hire Insights
NEW Appcast data
© 2022
#RALLYFWD
Down-funnel visibility
© 2022
#RALLYFWD
No single source performs best at
everything
© 2022
#RALLYFWD
The implication of CPH optimization is
game-changing
Test Protocol Applies Qualified Hires CPA CPH
Test 1 22,829 2,256 1,125 $33.34 676.51
Test 2 86,127 6,435 2,995 $32.46 933.53
Test 3 97,091 3,667 1,694 $28.25 1,619.33
© 2022
#RALLYFWD
Pay Transparency and
Employer Brand
© 2022
#RALLYFWD
Wages are rising – fast
© 2022
#RALLYFWD
What is “The Great Resignation” about?
© 2022
#RALLYFWD
Perhaps it’s about better pay
#RALLYFWD © 2022
Action Items
•Benchmark pay more frequently
•Salary transparency can improve
employer brand AND lower CPH
•Follow recruitonomics.com for insights:
© 2022
#RALLYFWD
Thank You!
ANDREW FLOWERS
Labor Economist
Appcast
/in/andrew-flowers-ma/
andrew.flowers@appcast.io

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RallyFwd May 2022 - Andrew Flowers.pdf