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Consumer Psychology
Metric cards filed under Consumer Psychology.
Consumer Psychology
Your Programmatic Ads Are Wasting 64% of Your Budget—Here's What to Do
MetricWasted ad spend (share of programmatic budget spent on impressions that never reach a real, in-target human)
FormatProgrammatic display and video ads bought through automated auctions
BenchmarkRoughly 20–40% of programmatic spend is commonly estimated as waste; figures like 64% are worst-case scenarios, not typical
Moves withSupply-path transparency, viewability standards, invalid-traffic filtering, audience targeting precision, frequency capping, and creative relevance
Programmatic advertising promises efficiency: automated auctions match your message to the right person at the right moment.
Consumer Psychology
Stop Worshipping the Click: Why Attention Beats Clicks in Modern Ads
MetricAttention (viewable time and attention-weighted engagement, often expressed as attentive seconds per impression)
FormatIn-feed display, native content, and short-form video advertising
BenchmarkRough ranges: a few attentive seconds per impression for scrolled display; low double-digit seconds for engaged short-form video; treat as directional, not predictive
Moves withCreative clarity and pacing, message-audience fit, placement and viewability, frequency and recency, format length, sound-on versus sound-off design, and the quality of the first two seconds
For years the click has been treated as the closest thing advertising has to a receipt.
Consumer Psychology
Why Your Ads Fail: The Consumer Psychology of Clicks and Crap
MetricClick-through rate (CTR)
FormatDisplay and native ad units (banner, in-feed, interstitial)
BenchmarkRoughly 0.05% to 0.5% for display; in-feed native often lands several times higher
Moves withCreative relevance, audience-message match, placement context, offer clarity, frequency capping
Most ad campaigns do not fail because the budget was too small or the targeting was too clever.
Consumer Psychology
Stop Counting Clicks That Don't Count: A Smarter Ad Budget Strategy
MetricClick-through rate (CTR) and its relationship to downstream conversion quality
FormatDisplay and native ad units across web and in-app placements
BenchmarkRoughly 0.05% to 0.5% CTR for display; native often sits somewhat higher, but treat these as loose ranges rather than targets
Moves withCreative relevance, audience targeting, placement context, ad frequency, landing page congruence, and the offer itself
Most advertising dashboards put clicks front and center because clicks are easy to count.
Consumer Psychology
Search Ads vs. Social Ads: Which Wins Your Customer's Mind?
MetricClick-through rate (CTR) and conversion rate (CVR) as proxies for attention and persuasion
FormatSearch ads (text-based, query-triggered) and social ads (feed-based, interest/behavior-targeted)
BenchmarkSearch CTR roughly 1–5%; social CTR roughly 0.5–2%; search CVR roughly 2–5%; social CVR roughly 1–3% (varies widely by category and offer)
Moves withAd relevance, keyword/audience match, creative quality, landing page experience, bid strategy, placement, and frequency
The debate over search ads versus social ads often centers on which channel delivers better returns, but the more useful question is how each channel engages the customer's mind.
Consumer Psychology
Search vs. Social vs. Programmatic: Where Consumer Psychology Actually Converts
MetricConversion rate by traffic source (search, social, programmatic)
FormatPaid search text ads, paid social feed and story ads, and programmatic display/video ads
BenchmarkRough ranges: search often mid single digits to low double digits; social typically low single digits; programmatic usually well under one percent to low single digits, varying widely by vertical and offer
Moves withAudience intent and targeting precision, creative relevance and message match, landing page experience and load speed, offer strength and price, frequency and recency controls, placement and context quality, bid and budget allocation, measurement setup and attribution windows
Search, social, and programmatic advertising are often compared as if they were three interchangeable pipes feeding the same funnel.
Consumer Psychology
The 36-Cent Dollar: A Field Report on Consumer Psychology in Programmatic
MetricCost per completed view (CPCV), the average media cost for a view that meets the completed-view threshold
FormatIn-stream video and other viewable video ad units bought programmatically
BenchmarkRough ranges: low single-digit to low double-digit currency units per completed view, varying by market, inventory quality, and completion definition
Moves withCompletion threshold, creative length and hook, placement and inventory tier, audience and context, bid strategy, frequency, viewability standard, and supply-path curation
The title of this field report refers to a persistent gap between what advertisers pay for and what audiences actually experience.