Affinity Creates Algorithm To Predict Coughs In Hyper-Targeted Campaign
Data-driven media, CX and advertising agency Affinity has created a cough simulator to predict when a child is likely to come down with a cough as part of hyper-targeted campaign for natural medicines company Flordis.
Wanting to reach mums of children who were about to come down with a cough, the independent Sydney agency developed a programmatic buying campaign for 65-year-old natural cough syrup, Prospan, that has already delivered a click through rate increase of more than 76 per cent.
Affinity used first party and search data, overlaying it with social, search strings, temperature, pollution and Medicare data to build a cough simulator. It then used a multi-variant regression model to test thousands of factors, whittling them down to the core contributing factors that lead to a cough. An algorithm was then created that could predict a cough.
So what makes you get a cough?
The Affinity team discovered the incidence of cough increased when there was a temperature differential of greater than one standard deviation of the rolling average of the last three months of local weather, logarithmically weighted towards the most recent period.
Or put more simply, a cold snap is all it takes to catch a cough, but how cold that ‘snap’ needs to be differs depending on your location and the recent weather there.
For example, locations with a greater midday to midnight temperature variance like Hobart, needed a drop of two degrees. Whereas locations in Far North Queensland with much more consistent temperature could take as little as a 0.2 degree difference for concerned parents to flock to rush in to buy a cough remedy.
But location itself wasn’t the whole picture, if temperatures over the past month has been consistent with a slow curve up, or down, it took next to nothing to get people coughing.
Based on these findings, Affinity built a weather-polling app and set its programmatic buying to correlate with 18 different locations across the country where Prospan had strong product distribution. When the temperature fluctuation rules were met, the algorithm dictated when and where budgets should be minimised, or increased in real-time.
Since the campaign launched, unit sales of Prospan’s Children’s cough range increased over an eight-week period by 27% compared to the same time last year.
Luke Brown, CEO at Affinity said: “We’re realising the promise of data-driven marketing for brands, rather than just talking about it. The combination of creative, intuition and empiric information is formidable when applied to well defined business problems. And it doesn’t demand big budgets or expensive data solutions. It’s about being smarter and outcomes focused.”
Michael Aylward group marketing manager, from Flordis added: “We brought Affinity onto our team looking for a data driven approach and to make our digital media budget work smarter for us. They’ve delivered. We’re already changing our approach to market across all our brands to leverage data that drive superior insights and media efficiencies. Based on our early work with Affinity, we’re confident this will translate into commercial success.”
This latest work follows Affinity’s Australian first in outdoor advertising, when in conjunction with oOh!media, it delivered the first hyper-targeted and personalised messaging campaign for ADMA. It comes after a campaign for Narellan Pools won a string of local and international media, data and effectiveness awards including a prestigious IPA Effectiveness Awards and five Australian Effie Awards including a Gold.
Latest News
Sydney Comedy Festival: Taking The City & Social Media By Storm
Sydney Comedy Festival 2024 is live and ready to rumble, showing the best of international and homegrown talent at a host of venues around town. As usual, it’s hot on the heels of its big sister, the giant that is the Melbourne International Comedy Festival, picking up some acts as they continue on their own […]
Global Marketers Descend For AANA’s RESET For Growth
The Australian Association of National Advertisers (AANA) has announced the final epic lineup of local and global marketing powerhouses for RESET for Growth 2024. Lead image: Josh Faulks, chief executive officer, AANA Back in 2000, a woman with no business experience opened her first juice bar in Adelaide. The idea was brilliantly simple: make healthy […]
Is Meta’s New AI Chatbot Too Left-Wing?
Meta's chatbot accused of being left-wing after being caught wearing a Che Guevara T-shirt & listening to Billy Bragg.
TV Ratings (23/04/2024): Why Did No One Tell Angela That Farmer Wants A Wife Is Set On A Farm?
As wonderful as this headline is, let's face it, we all know an 'Angela', don't we?
PubMatic Unveils New AI Partnership To Turn Social Posts Into Ads For Any Digital Channel
Here's some nifty tech for turning social posts into ads. Assuming said posts aren't one-star character assassinations.
Intuit Mailchimp Makes A Splash With Its First Australian Brand Campaign
Ever laugh along at a gag you didn't get so as not to appear dumb? Get ready for more feigning with this new work.
GumGum’s Rob Hall: Advertisers Can No Longer “Rely On Binary Descriptions” Of Consumers
If anyone's got their finger on adtech's pulse, it's Rob Hall. He also avoids using the good paper in the office printer
Mastercard Nabs Florencia Aimo From Marriott International
Marriott International's Florencia Aimo jumps from the hotel business to the exploitative credit card one.
Bastion Agency Appoints Cheuk Chiang As New ANZ CEO
Cheuk Chiang takes the reins over at Bastion Agency. But not the rains down in Africa.
Spotlight On Sponsors: Major Sponsorship Wins After A Disappointing Week In Sport
B&T continuing our deep dive into local sport sponsorships & that's despite not a single offer of a free ticket as yet.
Macca’s Marketing Director, Samantha McLeod On Big Mac Chant: “What Was Once Old Is Now Cool Again”
Macca's using the power of nostalgia in latest Big Mac campaign. Well, only for those who've ever eaten one sober.
World Premiere Of Midnight Oil: The Hardest Line To Open Sydney Film Festival 2024
Oil's biopic to open Sydney Film Festival. Here's hoping Molly Meldrum will take his pants down at the premiere.
Entries Are Now Open For The 2024 Brandies, IntelligenceBank’s Annual Brand Marketing Awards
The Brandies are, of course, a prestigious marketing gong and not the mystery tipple favoured by nannas everywhere.
The Fred Hollows Foundation Appoints Ardent For PR
Yes, we all like to have a joke at PR's expense. But sometimes it does important work, like this.
AI, eCommerce & Marketing Specialists Are In Increased Demand By Businesses, New Data From Fiverr Shows
Has your philosophy & anthropology degree left you with nothing but a huge HECS debt? Here's what you should've studied.
Perth’s First 3D Anamorphic Billboard Arrives Courtesy Of oOh!media
Do you love a buzzword? Now you can add anamorphic to the list as it relates to billboards, not a colleague's ears.
MasterChef Australia & Crown Resorts Launch Unique Dining Experience With ALUMNI
A pop-up restaurant staffed by MasterChef contestants! That's fine dining prices for first-year apprentice chef cuisine!
Amanda Laing Announces Resignation From Foxtel Group
Foxtel's chief commercial & content officer heads for the exits. Read nice things the bosses said about her right here.
The Lost Letters From Our Diggers: News Corp Unveils ANZAC Day Special
It's nice when brands respectfully acknowledge ANZAC Day.
Howatson+Company Acquires Akkomplice
Large indie acquires a slightly smaller indie. Much like a shark eating a tuna, just with less thrashing and blood.
Google Delays Third-Party Cookie Deprecation Again
In good news for the sale of picture library biscuit photos, Google continues to tease over the end of cookies.
Education A Low Priority For Aussies More Concerned With Cost Of Living Forethought Study Reveals
Study finds Aussies cutting back on education due to cost of living. Booze & Uber Eats sales remain largely unaffected.
“I’m Still The Same Person That I Was”: Rikki Stern Says “Fucc It” To Cancer Stereotypes
B&T always happy to promote the anti-cancer cause. Even brands that massively overdo it with the hot pink.
The Unapproved Climate Certification Allegedly Causing Mass Greenwashing
Are you left flummoxed in the canned tuna & free range eggs aisle? Just wait till this green certification gets up.
TV Ratings (22/04/2024): Fans Mock “Over The Top” Reaction To New MasterChef Judges
MasterChef returns for its 2024 season. B&T stands by putting peppercorns in Gravox & no one will be any the wiser.
Dentsu Restructure: Muddle, Harvey & Johnston Take Leadership Baton As Bass & Yurisich Exit
A large broom has swept through Dentsu's local ops this morning, taking with it some big names & the air con's cobwebs.
Industry Shares Trends Shaping The Industry This International Creators Day
B&T's asking adland creators to reveal their top trends. And it's not good news for your Jenny Kee cardigan collection.
Mable Extends HOYTS Sensory Screenings Partnership
Mable has extended its HOYTS sensory screening partnership. Vigorously defends its two-star Oppenheimer review.
Orphan Launches ‘They Need Our Help. We Need Yours’ For Children’s Cancer Institute
Anything to do with childhood cancers has B&T's 110% support. That said, we do ignore the red meat & alcohol warnings.
Smile Team Orthodontics & Keep Left Collaborate On Smile-Inducing Campaign
As parents would attest, given the cost of orthodontics you'd expect this campaign to be a lavish production indeed.
Opinion: How Video Calls Neglect Learning Diversity
Need an excuse to duck out of a video call this arvo? Show this to your boss.
DoubleVerify Achieves First-Of-Its-Kind Responsible AI Certification From TrustArc
DoubleVerify receives responsible AI certification. However, not its robotic vacuum that's been seen menacing the cat.
Smile For A Good Cause: The Social Media Campaign Giving Back To The Community
Are you known as the office Austin Powers? More for you teeth than shagability? Get snappy new fangs with this news.
Elon Musk Mocks Albo After ESafety Wins Court Injunction Against X
Albo's 2024 from hell continues - Rabbitohs in crisis, down in the polls and now feuding with world's richest man.
Real Estate Developer In Hot Water Over “Sexually Exploitative” OOH Campaign
Real estate agents again tops in the 'least trusted profession' polls, nudging used car salesmen & ad creatives.
Epsilon’s Shane Hanby: Post-Cookie Era Relies On “Teamwork” Between Brands, Marketers & Tech
This pro predicts more "teamwork" in a post-cookie era. Which spells bad news for the uncooperative or plain stubborn.