Loading...

04 Apr 2026 06:04

Advertising & Marketing

Learnings From Facial Coding

The Yoruba ethnic group in Nigeria are strong believers in the power of the eyes in storytelling and approval. They are of the opinion that a persons position on an issue can be deduced by the facial coding or expression and you cannot hide your true emotion. Their local polygraph technology predates what the Central Intelligence Agency (CIA) is doing at its Langley firm today

One of the principles applied to innovation at Kantar Millward Brown is that any new technique has to be scalable, ideally on a global basis. This was why we were the first major consumer insight firm to partner with other marketing scientists  to apply the automated coding of facial expressions into our Link pre-test. 30,000 TV ads later and that learning has scaled well beyond providing feedback on individual executions.

The facial coding employed in Link is a true System 1 measure of people’s instinctive emotional response. Changes in facial expression are recorded in real time as people watch a test video (recordings are made with the respondent’s approval) and coded automatically into 7 discrete emotions. At an overall level we find that the more an ad energizes people the more effective it is likely to be in driving sales (particularly for established brands).

Beyond this overall finding, facial coding has confirmed many of the principles learned from testing a total of over 150,000 ads around the world. Dear marketers the following findings are worth keeping in mind when you develop new content for TV.

Make it easy to understand

By all means use intrigue and mystery to engage people but make sure there is a clear resolution to the story because if people do not easily understand what is going on then the ad is less likely to be effective. Videos that people report are difficult to understand evoke a lot more frowns and less attention. Holding people’s attention is particularly important for TV ads given that they rely on a narrative or story that evolves over time. According to Ugo Geri-Robert Head of Kantar Millward Brown Nigeria viewers must not break their heads to understand your comms.

Brand status matters

Established brands elicit more smiles and as a consequence higher valence and expressiveness compared to new brands, which instead elicit more disgust, frowns, and sadness. This suggests it is harder for new brands to breakthrough as they do not have the same emotional foundation that established brands do. Users are more likely to recognize and respond to a brand with which they have a pre-existing affinity.

Testing rough executions works well

Just as with comparisons of self-reported data facial coding finds virtually no difference between testing rough and finished executions. Slightly higher valence is observed for finished films, which reflects our original finding that a finished film can improve overall enjoyment due to production values.

Bottomline line for the brand manager is that you are testing your ad at two levels, first by what the respondents have told you and second by what the faces are telling you. In essence you are killing a bird with two stones. God help the poor bird!

NULL
(Visited 11 times, 1 visits today)
peri hokiperihokiduta76duta 76ABC1131 - MPO SLOTABC1131 Bandar Slot Togelmix parlay agen slot qrisMPOGALAXYslot thailandAWSBEThttps://premium-soft.com/Consulta-Licencias/https://abc1131aa.com/kincir88Slot mahjongABC1131ABC1131 LOGINhttps://abc1131.hartanzah.com/https://www.abc1131.it.com/era77stc76e5 analisis respons komunitas terhadap strategi rtp mahjong wayse5 fenomena forum pemain strategi rtp mahjong ways yang banyak diujie5 observasi tren strategi rtp mahjong ways dalam diskusi komunitase5 pendekatan analitis mekanisme tumble mahjong ways dalam siklus kombinasi panjange5 pendekatan analitis sinkronisasi sistem tumble mahjong ways terhadap dinamika kombinasi tanpa interupsie5 pendekatan teoretis dan empiris terhadap mekanisme tumble mahjong ways dalam siklus kombinasie5 perbandingan bisnis game asia tenggara dan dunia prospek di pasar indonesiae5 perbandingan model bisnis game regional vs internasional peluang dan tantangan industri digital indonesiae5 perkembangan mahjong ways di tengah pola interaksi digital yang terus berubahe5 peta persaingan industri game asia tenggara vs dunia di pasar indonesiae5 pola sinkronisasi tumble mahjong ways untuk kombinasi yang terus mengalire5 rtp mahjong ways hari ini naik drastis pola ini mendadak banyak diburue5 sinkronisasi algoritma tumble mahjong ways dalam menjaga siklus kombinasi konsistene5 strategi bisnis game asia tenggara dan global siapa unggul di indonesiae5 strategi model bisnis game regional vs internasional dalam meningkatkan industri digital indonesiae5 strategi rtp mahjong ways yang mendapat perhatian luas di forume5 strategi rtp mahjong ways yang menjadi perbincangan di forum pemaine5 struktur sinkronisasi tumble mahjong ways dalam menciptakan kombinasi tanpa terputuse5 studi analitis model bisnis game regional dan internasional serta implikasinya bagi industri digital indonesiae5 studi fenomena viral strategi rtp mahjong ways di forum diskusie5 studi rtp mahjong ways pola konsisten yang banyak digunakan pemainscatter wild mahjong hadir akhir perjalananscatter hitam turun jalan mahjong winsperjalanan panjang mahjong ways scattermahjong wins masuk wilayah scattter kendaliketika keputusan pemain scatter mahjongperubahan yang mematikan scatter hitamscatter wild mahjong ways sinyal penantiansaat scatter wild mahjong yang samamahjong masuk fase baru ketika scattermahjong terjebak besar scater putaranstrategi baru mahjong wild deluxe dadu sicbo gates of olympus analisa pola dan taktik menang tingkat tinggi perihokikitab rahasia analisa pola mahjong ways 2 pgsoft deluxe baccarat starlight princess teknik pro jamin anti kalah perihokiformula jitu dewa strategi mahjong wins 3 blackjack sweet bonanza analisa pola taktik rtp live pragmatic terpadu perihokikronik pemain pola rtp live mahjong ways 2 pgsoft roulette wild west gold navigasi taktik cerdas para veteran perihokisimfoni kemenangan mahjong wins 3 pragmatic blackjack sugar rush sv388 harmoni pola teknik rtp live taktik tanpa banyak disonansi perihokicara paling efektif menguasai mahjong wild deluxe dadu sicbo gates of olympus teknik pola dan rtp live terbaik duta76seni membaca pola mahjong ways 2 pgsoft baccarat teknik paten analisa rtp live starlight princess tanpa batas duta76panduan ultimate rtp live mahjong wins 3 blackjack sweet bonanza pragmatic strategi pola taktik teknik analisa level master duta76arsitek peluang mahjong ways 2 pgsoft roulette wild west gold blue print strategi analisa rtp live abadi duta76anatomi kejayaan mahjong wins 3 pragmatic blackjack sugar rush sv388 bedah tuntas pola rtp live strategi taktik teknik analisa paten duta76oke mahjong wins terjebak scatter permainanoke mahjong wins panjang scatter hitam nyamanoke mahjong wins narasi saat scatter hitamoke mahjong ways panjang dominasi scatter wildoke mahjong ways babak epik scatter utamaaws gelombang scatter mahjongaws pemuda matematika mahjong waysaws analisis wild bandito polaaws pengganda bertahap sweet bonanzaaws black scatter risiko logikaaws multiplier starlight princessaws dinamika simbol mahjong waysaws manajemen risiko mahjong waysaws durasi strategi mahjong waysaws manajemen modal mahjong wins htmle5 studi sinkronisasi fitur tumble mahjong ways dalam membentuk alur kombinasi stabile5 studi sistematis mekanisme tumble dalam mahjong ways terhadap kontinuitas rantai kombinasie5 tinjauan kritis model bisnis game regional vs global dalam mendorong pertumbuhan industri digital indonesiae5 tinjauan teoretis terhadap sinkronisasi sistem tumble mahjong ways dalam dinamika kombinasie5 transformasi model bisnis game regional dan global dampaknya di indonesiae5 tren baru mahjong ways pola rtp ini mendadak naik daune5 tren strategi rtp mahjong ways di kalangan komunitas pemaine5 update rtp mahjong ways hari ini pola baru langsung ramai dibahase5 viral di forum pemain strategi rtp mahjong ways ini banyak dicobae5 adaptasi mahjong ways terhadap perubahan pola digital masa kinie5 analisa rtp mendalam dan strategi spin untuk hasil maksimale5 analisis mendalam model bisnis game global vs regional di indonesiae5 analisis model bisnis game lokal vs global peluang dan tantangan di industri digital indonesiae5 analisis pola tumble mahjong ways dalam siklus kombinasi berkelanjutane5 analisis rtp dan teknik spin stabil untuk hasil lebih konsistene5 arah baru strategi permainan berkat rtp hariane5 cara efektif analisis scatter dan wild dari perspektif algoritmae5 dinamika mahjong ways di tengah perubahan pola interaksi digitale5 dinamika model bisnis game lokal dan internasional dalam industri digital indonesiae5 dinamika strategi permainan dari perspektif rtp hariane5 evaluasi sistem tumble mahjong ways dalam pola kombinasi berulangproyeksi algoritma mahjong ways 2 april 2026metodologi navigasi santai target 55 jutaanalisis strategi viral target 30 juta konsistenpola aman keseimbangan wild finansial 45 jutastrategi scatter hitam mahjong wins 3 momentum terbaruevolusi reel mahjong aura mistis terlihatfenomena scatter hitam membuka jalan rtpinvestasi mahjong ways naga emas spin scatterjejak fragmen tercipta simbol mahjong winskejutan naga emas arah permainan mahjong waysketika naga emas muncul pola mahjong ditebakmisteri pergerakan reel mahjong scattermomentum mahjong wins scatter dekatnaga emas aktif arah mahjong ways berbaliknaga emas setiap putaran mahjong ways Top