The Current #2: The Impact of Dark Social on the Modern Conversion Funnel
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If we interpret a customer’s buying journey literally – a trip from point A to point B – more and more consumers travel in the dark, unseen by advertisers. Much of the traditional conversion funnel which shepherded buyers from awareness to checkout has migrated to dark channels – touchpoints and interactions outside the merchant’s owned or visible arenas. That migration hinders advertisers' ability to track, attribute, and optimize customer interactions, leading to reduced visibility and control over the customer journey. The phased demolition of cookies only darkens the situation as more and more channels effectively become private and imperceptible to merchants.
Our consumer panel, focused on ages 18 – 30 where the migration is most acute, provides a real illustration. We asked the group to retrace their steps across three critical stops on the purchasing journey of their last large discretionary transaction.
The number of dark channels throughout the journey is remarkable. More surprising is how unevenly distributed their impact is and the role of text in consideration and post-purchase decisions.
I.?Discovery
Our panel overwhelmingly discovered their last large purchase through SEO, in-person shopping, direct ads on social media – three open channels. The pull of dark channels is uneven; discovery, by far, represents the most effective forum to target our panel:
II.?Consideration
Consideration is even murkier; there’s no one dominant channel, but rather a distribution across several from soliciting feedback in-person to searching UGC on social media to scrolling Reddit for reviews. Every channel is private or semi-private, meaning limited merchant tracking, targeting, or attribution, particularly in a cookie-less world:
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III.?Post-purchase
Higher returns have accompanied the secular shift to e-commerce, where incidence is roughly twice that of in-person sales. Compressing returns is critical for large retailers and even existential for emerging brands as not only sunk conversion but reverse logistics costs weigh on merchant economics. Despite its importance, the post-purchase decision (i.e., whether to return an item or not) is the furthest outside merchant visibility:
The challenge of dark channels is an opportunity for commerce enablement software. Examples of how companies are rising to the challenge include:
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Notes
This consumer survey was conducted among a representative sample of 150 adults aged 18 to 30 living in the United States. The survey was fielded using the Pollfish platform during March 2024. Pollfish partners directly with app developers; the developer defines an appropriate and specific non-cash incentive in exchange for completed surveys that benefit real consumers but doesn’t motivate them to become career panelists. Please note that as with all survey research, there is a potential for sampling error and other forms of bias. Results should be interpreted as an indication of sentiment among the target population rather than an exact measure.
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Loved the insights on dark social's role in sales ?? - reminds me of Elon Musk’s belief in seeing beyond the traditional. Keeps us thinking outside the box! #InnovationContinues
Harvard Kennedy School MPA-ID | MIT Sloan MBA
7 个月Great stuff - will be interested to see how policymakers account for the commercial implications of the growing attention to internet privacy laws you all raise here.