AI vs Google: Where Consumers Search First in 2026 (By Industry)
Industry-by-industry data on whether consumers go to Google or AI first. Healthcare, finance, SaaS, e-commerce — the split varies dramatically by vertical.
Chris Poka
Founder
The question is no longer whether consumers use AI search — it's when they use AI search vs. Google and how that varies by what they're looking for. We surveyed 3,200 consumers in the US and UK to understand search behavior by industry vertical.
Key finding: For 6 out of 15 industry categories, more consumers now start their search with an AI tool than with Google. The shift is happening faster in high-consideration, research-heavy verticals.
Where Do Consumers Search First? (2026 Survey Data)
| Industry / Query Type | Google First | AI First | Social First | Shift from 2025 |
|---|---|---|---|---|
| Software / SaaS comparison | 31% | 52% | 17% | AI +18pp |
| Travel planning | 34% | 48% | 18% | AI +22pp |
| Product research (electronics) | 38% | 44% | 18% | AI +15pp |
| Financial advice / comparison | 36% | 43% | 21% | AI +19pp |
| Health questions | 39% | 42% | 19% | AI +16pp |
| B2B vendor research | 35% | 41% | 24% | AI +14pp |
| Recipe / cooking | 42% | 38% | 20% | AI +12pp |
| Legal questions | 44% | 37% | 19% | AI +11pp |
| Home improvement / DIY | 45% | 29% | 26% | AI +8pp |
| Fashion / apparel | 28% | 24% | 48% | AI +6pp |
| Restaurant / food delivery | 52% | 22% | 26% | AI +7pp |
| Local services (plumber, etc.) | 61% | 18% | 21% | AI +5pp |
| Real estate | 54% | 25% | 21% | AI +9pp |
| Education / courses | 37% | 40% | 23% | AI +13pp |
| Insurance | 46% | 34% | 20% | AI +10pp |
The Pattern: High Consideration = AI First
The data reveals a clear pattern: the more research-intensive the purchase, the more likely consumers are to start with AI. Software comparisons, travel planning, and financial decisions — all complex, multi-factor decisions — have tipped past 40% AI-first.
Conversely, queries with strong local intent (restaurants, local services) remain Google-dominated. AI engines still struggle with real-time local inventory and availability, giving Google a structural advantage for "near me" type queries.
Age Demographics Amplify the Shift
| Age Group | % AI-First for Product Research | % Google-First |
|---|---|---|
| 18-24 | 61% | 19% |
| 25-34 | 52% | 28% |
| 35-44 | 41% | 38% |
| 45-54 | 28% | 52% |
| 55+ | 14% | 68% |
Among 18-24 year olds, 61% now default to AI tools for product research. This cohort will define purchasing behavior for the next decade, making AI visibility an increasingly critical channel for brands targeting younger demographics.
Implications for Marketing Teams
- SaaS, finance, and travel brands should treat AI visibility as their primary discovery channel — more of their audience starts there than on Google
- Local service businesses still have time, but the gap is closing at 5-7 percentage points per year
- Social-first verticals (fashion, food) need a three-channel strategy: social, Google, and AI
- All industries should track AI visibility alongside traditional SEO metrics — the shift is accelerating across every category
Methodology
Online survey of 3,200 consumers (2,000 US, 1,200 UK) conducted in February 2026 via Pollfish. Respondents were shown 15 industry scenarios and asked "When you need to research or find information about [category], where do you typically start?" with options for Google/traditional search, AI chatbot (ChatGPT, Gemini, Claude, Perplexity), social media (TikTok, Reddit, Instagram), and other. Year-over-year comparison based on a similar survey conducted in February 2025 (n=2,400).