AI shows up mostly in the middle of the shopping journey, while search spans the whole thing

Channel mix & planning

Reader Note:: AI's shares across positions (76% middle / 23% first / 18% last) sum to over 100% because a single journey can touch AI at more than one position.
Evidence:: Observed behaviour
Vendor interest:: Moderate — This comes from a company with a commercial interest in this market, so it is not a neutral source.
Sample:: Statista Consumer Insights: two surveys (Global Consumer Survey and Consumer Insights Pulse), ages 18-64, in US/UK/Germany. Respondent counts: US Global=60,356 / Pulse=7,326; UK Global=23,343 / Pulse=7,309; Germany Global=35,911 / Pulse=7,309. Statista Market Insights: bottom-up modelling using historical ARPU adjusted by country/segment-specific drivers (no respondent sample — modelled, not surveyed).

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Comparing yourself against a similar segment, and choosing what to test next.

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Saying that one thing caused another, or predicting what you would get.
This comes from a company with a commercial interest in this market, so it is not a neutral source.
Nobody counted this directly — it's a calculation. The publisher worked it out itself, or took the ad platform's word for what its ads achieved.
This was measured in one market. It may not hold where you are.

Paid media overtook martech as the largest slice of the marketing budget between 2018 and 2025, rising from 23.2% to 30.6% while martech fell from 29.2% to 22.4%

Change in marketing budget allocation by resource, 2018 to 2025
Resource	Change 2018 to 2025 (percentage points)
Paid media	7.4
Labor	-2.6
Agencies	-2.3
Martech	-6.8

33.8%

of US Fashion site visits now come from paid channels (Search + Social + Display), overtaking Direct traffic's 27.8% share for the first time in three years (Jul 2023–Jul 2026).

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Fixing your influencer marketing campaign: How to get into the top 10% of advertisers

53.9% of US marketing leaders say marketing keeps influencing a customer for a year or longer, though the most common single answer is several months at 24.4% and the report's median is six months

Marketing Performance: Perceived marketing influence duration on customers, as reported by US CMOs in 2026
Duration	Percent (%)
An hour	0.6%
12 hours	0.6%
A day	1.3%
A week	2.6%
A month	6.4%
Several months	24.4%
6 months	10.3%
1 year	21.8%
2 years	18.6%
5 years	9%
7 years	0%
10 years or more	4.5%

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9.6%

of overall budget and company revenues go to marketing on average (2026 survey of US companies)

SEO, social, email, retail media and influencer all rank higher on impact than on the budget they receive

Marketing budgets ranged from 5.8% to 9.7% of company revenue across industries in 2025, with consumer products highest and IT and business services lowest

Marketing budget as a percent of total revenue by industry, 2025
Industry	2025 (%)
Consumer products	9.7%
Manufacturing	9.5%
Pharma	9%
Media	8%
Insurance	7.5%
Financial services	7.2%
Retail	7.1%
Tech services and products companies with over $250M revenue	7.1%
Travel and hospitality	6.7%
Healthcare	5.9%
IT and business services	5.8%

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AI shows up mostly in the middle of the shopping journey, while search spans the whole thing

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