The Website Search Readiness Report

When "Good Enought" Search Meets AI-Era Expectations

Why most websites aren’t ready for conversational, generative, or agentic AI—and what to fix first.

Conversational  Commerce Is Changing  How Shoppers Decide

The Website Search Readiness Report

The Website Search Readiness Report

The Website Search Readiness Report

examines how confident organizations are in their website searchand what the data reveals. 

Organizations are racing to deploy conversational AI, generative answers, and agentic experiencesbut most are building on shaky search foundations. 

The findings expose a gap between AI ambition and infrastructure readiness, where "good enough" search masks costly fragility, growing trust risks, and stalled transformation. 
examines how confident organizations are in their website searchand what the data reveals. 

Organizations are racing to deploy conversational AI, generative answers, and agentic experiencesbut most are building on shaky search foundations. 

The findings expose a gap between AI ambition and infrastructure readiness, where "good enough" search masks costly fragility, growing trust risks, and stalled transformation. 

Whats driving the website search readiness crisis

Drawing on insights from 213 B2B decisionmakers across IT, digital experience, and marketing, the report reveals five structural breakdowns holding organizations back:

1

The “Good Enough” Trap

Most organizations rate their website search as “good,” yet that performance depends on constant manual effort, outdated platforms, and workarounds. What feels acceptable internally delivers frustrating, irrelevant experiences externally.

2

AI Ambition Is Outpacing Infrastructure

Conversational and generative AI are top priorities—but three‑quarters of organizations run on platforms never architected to support AI workloads, unified retrieval, or grounding.

3

Fragmentation Breaks Trust

Multi‑site environments and disconnected content systems prevent AI from delivering consistent, accurate answers—creating hallucination risk, permission issues, and contradictory responses.

4

The Analytics Blind Spot

Most teams measure outcomes like engagement and conversion, but only a minority measure content discoverability—the core job search is supposed to do.

5

The Grounding Paradox

Organizations worry about hallucinations, yet few treat grounding AI in verified content as mission‑critical—undermining trust before AI ever reaches users.

Key findings at 

a glance

Based on a study of 213 B2B decision‑makers

Search Quality

0
report moderate-to-high maintenance

"Good" search requires constant manual effort

AI Readiness

0
operate on non-AI-ready platforms

Enterprises are bolting AI on to shaky foundations.

AI Risk

0
cite accuracy as a major risk

Hallucinations are a top concern

AI Ambition

0
are exploring conversational AI

Conversational experiences are a competitive priority.

The hidden cost of ignoring search foundations

When AI is layered onto fragile search infrastructure, the result isn’t innovation—it’s erosion of trust.
Instead of delivering confident, helpful answers, AI experiences built on weak retrieval foundations:

Confidently return incorrect or incomplete information
Contradict themselves across sites and systems
Surface restricted content or miss critical answers entirely
Increase support escalations instead of reducing them

The report shows why organizations reach an inflection point: fix search first—or fix it after AI failures force the issue.

  • Website Readiness Report

  • Website Readiness Report

  • Website Readiness Report

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Discover whether your website search is ready for AI—and what to fix before deploying conversational or generative experiences.

© 2026 Coveo Solutions Inc. All Rights Reserved.

© 2026 Coveo Solutions Inc. All Rights Reserved.

© 2026 Coveo Solutions Inc. All Rights Reserved.