NapoleonGPT / Research brief
AI discovery: the decision before the visit.
A 2026 planning brief for business owners. What published evidence tells us about AI-assisted search—and how to turn it into practical priorities.
01 / What the evidence shows
A useful answer can reduce the need to click.
Pew Research Center examined Google browsing activity from 900 U.S. adults in March 2025. Traditional-result links were clicked in 8% of visits with an AI summary, compared with 15% without one. Links inside the summaries were clicked in 1% of visits.
These are observational findings from U.S. Google activity in 2025, not a measure of ChatGPT, a universal conversion rate or proof that AI summaries caused the difference. Read Pew’s study ↗
02 / Visibility and visits tell different stories.
A person can learn about a business without opening its website. That makes website traffic an incomplete description of discovery. It does not make traffic irrelevant: a visit, enquiry and sale are still distinct outcomes worth tracking.
For your business, keep a record of how AI describes your offer alongside the analytics you already use. A mention may indicate awareness. An accurate mention may indicate better understanding. Neither, by itself, establishes a new customer.
03 / Make the underlying information useful.
Start with the pages that describe your real services. State who each service is for, where it is available and what a prospective customer should do next. Check that the same details appear in your public profiles and other information you control.
Evidence matters more than broad claims of authority. Clear credentials, current business facts and specific explanations give people a stronger basis for evaluating your business. Avoid publishing large volumes of near-identical pages that add little to that decision.
04 / Treat paid and organic discovery separately.
Organic work improves the information available about your business. Paid campaigns involve a purchased placement, their own budget and separate performance measures. Plan each around a clear question: which audience, which offer and which action would make the effort worthwhile?
05 / A practical plan for the next 90 days.
- Establish a baseline. Agree a small set of customer questions, record the answers and identify the most consequential inaccuracies.
- Improve the essentials. Clarify priority service pages and reconcile inconsistent public business details.
- Repeat the review. Use the same question set and document conditions so the comparison remains meaningful.
- Connect to business outcomes. Review enquiries and customer feedback alongside visibility, without assuming every change has one cause.
Further reading: Fade Digital’s AI search overview. This brief contains NapoleonGPT’s original explanations and recommendations; no client results or platform adoption estimates from that publication are presented as our own research.
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