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Will your offer make the shortlist?
See how product facts, pricing, policies and fulfilment could become conversion barriers before the first click.
Inside: the human vs agent comparison framework.
Agentic CRO report · Outlook 2027–2030
Your next customer might send an agent first.
People need confidence. AI agents need facts they can verify. Is your business ready to convert both?
A free research report on the future of conversion rate optimization: how AI shopping agents and agentic commerce change the buying journey, and what founders and growth teams should prepare now.
Get the free report
The decision is moving upstream
What if you lose the sale before anyone sees your website?
An AI agent may compare your offer, check availability and evaluate your terms before a shopper opens a product page. A persuasive page still matters. So does being eligible for the shortlist.
For the person
“Can I trust this choice?”
For the agent
“Can I verify this offer?”
A taste of the data
AI-referred traffic is already a different kind of visitor
Four numbers from the report. Each is labelled as measured evidence or a third-party forecast, just as it is inside.
Measured
+60%
Higher conversion rate for AI-referred retail visits vs non-AI traffic, July 2026 (Adobe)
Measured
+84%
Higher revenue per visit from AI-referred shoppers, Jan–Jul 2025 (Adobe)
Forecast
$3–5T
Global consumer commerce mediated by AI agents by 2030 (McKinsey)
Forecast
90%
Of B2B buying intermediated by AI agents by 2028 (Gartner)
The AI-referral conversion gap is widening
AI-referred retail CVR uplift vs non-AI traffic. Source: Adobe.
Why your dashboard may hide it
Illustrative scenario from the report
Human-led CVR (80% of sessions)2.0%
AI-assisted CVR (20% of sessions)3.0%
Blended site CVR2.2%
AI traffic converts 50% better, yet the blended rate moves only 10%. The report shows how to measure each segment separately.
The report’s
core model
Commercial Performance = Human CRO + Agentic CRO + Handoff Quality
Human CRO vs agentic CRO
Two audiences. One commercial truth.
Conversion rate optimization is splitting into two disciplines. The report compares them across 12 dimensions. Here are five.
| Dimension | Human CRO | Agentic CRO |
|---|---|---|
| Core objective | Desire, confidence, understanding, commitment | Eligibility, relevance, verifiability, transaction success |
| Persuasion mode | Story, UX, visuals, social proof, emotion | Structured facts, consistent data, proofs, policies, APIs |
| Conversion barrier | Confusion, anxiety, friction | Missing data, inconsistency, unverifiable claims |
| Price | Perceived value and fairness | Total landed cost and constraint matching |
| Main metrics | CVR, AOV, RPV, contribution per session | AI visibility, recommendation rate, agentic CVR, approval rate |
A look inside
Three questions worth getting ahead of.
02
Who approves, and who buys?
Explore where people are likely to keep control, and where repeat purchases could become delegated decisions.
Inside: sector outlooks, from ecommerce to SaaS.
03
What if fewer visits bring more value?
A blended conversion rate can hide a changing journey. Find the measures that reveal revenue quality and margin.
Inside: worked scenarios and a 2027–2030 roadmap.
Methodology
How we built the forecast
No public study gives one reliable number for agentic conversion in 2030. So we did not invent one. We combined measured data, independent forecasts and transparent scenario models.
Anchor in measured 2026 data
Conversion, AOV, checkout and abandonment benchmarks from Adobe, IRP Commerce, Shopify, Dynamic Yield and Baymard.
Separate the journeys
Human-led, AI-assisted, agent-referred, agent-mediated and agent-executed purchases are defined and measured apart, never blended.
Reconcile the forecasts
McKinsey, Morgan Stanley, Bain, Juniper, Gartner and Worldpay forecasts compared by what each actually measures.
Model the scenarios
Conservative, base and aggressive uplift ranges for 2027–2030, built from the measured trend, plus OpenAI and Google agentic commerce protocol requirements.
MeasuredObserved data from a named source
ForecastA third party’s published prediction
ScenarioA Wavesy model, with its assumptions shown
Interpreted through Wavesy’s practitioner lens: conversion research, behavioural psychology and controlled experimentation across ecommerce, SaaS and marketplaces. Scenarios are not guarantees of results.
Your next planning conversation
Prepare for the buyer you can’t see yet.
Get the complete report and bring a clearer view of human, AI-assisted and agent-executed journeys to your team.
- The two-interface CRO framework and formulas
- Sector outlooks: ecommerce, retail, subscriptions, SaaS, B2B, travel and more
- Human and agentic CRO dashboards
- A year-by-year roadmap for 2027–2030
For founders, ecommerce leaders and growth teams.
Research by Filip Doneski, Stefan Tasevski, Meri C. and Irene A. · Published October 2026
FAQ
Agentic commerce and CRO, answered
What is agentic CRO?
Agentic conversion rate optimization makes a business selectable and transactable by AI agents. It optimizes machine-readable product truth, eligibility, verifiable proof, policies, real-time price and stock, and checkout reliability, so agents can shortlist, recommend and execute purchases.
Do AI-referred visitors convert better?
Yes. Adobe reported AI-referred retail visits converting 31% higher than non-AI traffic in the 2025 holiday period, 42% higher in March 2026 and 60% higher in July 2026. These visitors arrive after AI has done much of the comparison, so their intent is higher.
Will AI agents replace human-focused CRO?
No. The report forecasts a dual-interface economy. Human CRO stays decisive for trust, identity, emotion and high-stakes decisions. Agentic CRO grows fastest for repeatable, structured, low-risk purchases such as replenishment and renewals.
What should businesses build first?
In 2027: separate human-led, AI-assisted and agent-executed orders in analytics, add AI-referral detection, and audit product truth across site, feed, ads and checkout. Then make product data, inventory and pricing agent-readable.
Is the report free?
Yes. The 21-page PDF is free. Request it with your work email above.
Research with an execution lens
By Wavesy. Your conversion growth partner.
We turn customer friction into revenue growth through research, copy, design, development and testing. This report extends that thinking to the people and the agents making the next buying decision.
Book a 30-minute fit consultation