THE KUMU METHOD

Measuring the gap between what is true and what is visible.

The Kumu Method compares your brand's actual clarity with the strength of its digital signals, then traces every score to evidence.

The problem

Search stopped being a list of links.

Customers now get one synthesised answer — from an AI Overview, ChatGPT, Claude, Gemini or Perplexity — instead of ten blue links. A brand that is absent from that answer is invisible to the potential customer who never clicks through.

The old game

Rank on page one.

Optimise keywords.

Win the click.

The new game

Be the evidence an AI model cites. Or be invisible inside the answer it gives.

The risk

Most brand teams have no idea which one they're winning today — because no one has measured it with named, checkable evidence.

The thesis

Ten blue links matter less.

“Ten blue links” matter less than they used to. The question is no longer just, “Do we rank?” It is, “Are we represented in the answer?”

68%

of U.S. Google searches end without a click. Only 27.6% send traffic to the open web.

49% / 24%

of U.S. adults use AI chatbots; roughly one in four use them daily.

60%

of Americans have read AI-generated summaries at the top of search results.

82% / 30% / 53%

UK adults still use Google Search, generating ~3B searches monthly; ~30% show AI Overviews and 53% see them often.

Sources: SparkToro + Similarweb (2026); Pew Research Center survey of 5,119 U.S. adults, Feb. 2026; Ofcom Online Nation (2025).

The Brand Integrity Review evaluates how clearly your digital presence expresses who you are, what you offer, how you are differentiated, and whether your pages, language, visual brand, usefulness, voice and content are coherent and current. This review involves an analysis of 7 dimensions.

Signal Architecture Review evaluates whether that value can be accessed, understood, verified and acted on across search, AI, third-party channels and owned digital platforms. This process analyzes 8 dimensions of signal strength, scored as the Signal Strength Index.

Together, they reveal where the brand is strong, where perception falls behind reality, and what must change to improve findability, trust and performance.

7 dimensions — Brand Integrity Review

A great brand is differentiated and visible.

Clarity, credibility and experience.

See the 15 dimensions →

8 dimensions — Signal Architecture Review

A great signal makes your brand trusted and findable.

Access, understanding and action.

See the 15 dimensions →

15 dimensions.

One diagnostic.

Brand Integrity Review

Seven dimensions — is the brand clear, coherent, useful, distinctive and alive?

  • Brand Presence

    Can people consistently find and verify the organization wherever it appears?

  • Page Identity

    Does each page make a clear, specific promise rather than relying on generic language?

  • Audience Language

    Does the site use the language customers actually use when searching and deciding?

  • Visual Brand

    Does the experience feel coherent, credible and intentionally designed?

  • Usefulness

    Can visitors quickly find the information they came for?

  • Brand Voice

    Does the brand make distinctive, supportable claims — or could any competitor say the same thing?

  • Content Vitality

    Is the content current, accurate and actively maintained?

Signal Architecture Review

Eight dimensions — can search engines, AI systems, channels and audiences access, understand, validate and act on it?

  • AI & Search Accessibility

    Can search engines and AI systems reliably access and retrieve the site?

  • Engineering Strength

    Is the site fast, secure, crawlable and technically sound?

  • Offering Architecture

    Can every product or service be found, understood, evidenced and actually selected when a buyer asks?

  • Machine Content & Context

    Can AI systems accurately interpret, connect and cite the content?

  • Channel Reach

    Is the organization visible and consistent across the channels that matter?

  • Third-Party Verification

    Is credibility supported by authoritative external evidence?

  • User Action Pathways

    Can visitors complete the next step without unnecessary friction?

  • Response Infrastructure

    Are the systems in place to capture, qualify and respond to demand?

Core diagnostic

Signal Gap

The measured distance between what's true about your organization and what the market — human and machine — can currently perceive. Every audit lands here first.

Governing standard

Evidence Standard

The bar every claim on your site, in your deck, and inside your CMS must clear before it ships. Written down, applied uniformly, enforced in production.

Benchmark outputs

What the Benchmark hands you.

Score

Brand Integrity Index

Your score across the seven dimensions of brand clarity — whether the organization reads as clear, coherent, distinctive, useful and current.

Score

Signal Strength Index

Your score across the eight dimensions of digital signal strength — whether audiences, search engines and AI systems can find, interpret, verify and act on your information.

Deliverable

Transformation Roadmap

A prioritised plan for closing the Signal Gap across brand, content, technology and user experience — ordered, costed and tied to specific scored dimensions.

Each engagement also includes your competitive position against named peers and a full evidence map tracing every score to a specific, checkable finding.

How the benchmark holds up

Independent by design. Evidence-led by method.

The Kumu Brand & Signal Benchmark is designed to provide an independent, consistent assessment of how effectively a brand can be found, understood, trusted and recommended across search and AI-powered answer engines.

The benchmark is not based on the opinion of a single strategist — or the output of a single AI model. It combines a standardized 15-dimension methodology, recognized industry benchmarks, observable digital evidence and analysis performed through both ChatGPT and Claude.

01

Two independent analytical engines

ChatGPT and Claude assess the same brands, competitors, evidence and customer journeys against the same scoring criteria. Using two leading AI systems helps identify inconsistencies, challenge unsupported conclusions and reduce reliance on the interpretation of any one model. The models do not determine the methodology — they operate within Kumu's defined analytical framework, evidence requirements and scoring logic.

02

Grounded in recognized standards

Each assessment draws on established standards and published best practices, including:

  • Google Search Central guidance
  • Core Web Vitals and Lighthouse
  • Schema.org structured-data standards
  • WCAG accessibility standards
  • Google E-E-A-T principles
  • Nielsen Norman Group usability research
  • Baymard Institute ecommerce research
  • Recognized SEO, reputation and digital-performance measures

These external standards provide a consistent foundation for evaluating accessibility, technical quality, content clarity, authority, usability and conversion readiness.

03

Consistent logic across every benchmark

Every company is evaluated using the same Kumu scoring system. The methodology applies explicit rules to evidence quality, completeness, consistency, freshness and independent verification.

A functional, polished website represents category competence — not automatic excellence. Under Kumu's strict scoring baseline:

  • 5.0 represents credible category-level performance
  • Scores above 7.0 require strong, repeatable evidence
  • Scores above 8.5 require independently verifiable category leadership
  • Missing, contradictory or unverified evidence lowers or caps a score
  • Brand reputation and visual polish cannot substitute for observable proof

The target brand and its competitors are assessed together, within the same sector and under the same conditions.

Controlled prompt journeys

Tested against real customer decisions

The benchmark goes beyond checking whether a website can be crawled. It examines whether a brand can enter an AI-generated consideration set, survive increasingly specific customer requirements and provide enough trusted evidence to be recommended.

01

Is the brand initially discovered?

02

Does it remain when the customer adds requirements?

03

Can its offerings, pricing, terms and differentiators be accurately compared?

04

Are its claims supported by credible first- and third-party evidence?

05

Is the brand ultimately recommended?

06

Can the customer move from the answer to the correct action?

This is especially important for Offering Architecture: AI systems must be able to identify and compare individual products, services, audiences, prices, conditions, exclusions and total value — not merely recognize the company name.

04

Reviewed and reconciled by Kumu

AI accelerates the collection, comparison and testing of evidence, but it does not replace professional judgment. Kumu reviews the findings, reconciles discrepancies between models, verifies material claims and applies the final scoring rules consistently.

The result is not a subjective website review or an automated AI score. It is a structured, evidence-based assessment of whether a brand's digital presence gives search engines, AI systems and customers sufficient reason to find it, understand it, trust it and choose it.

The offers

Three ways to start.

01

Rapid Brand & Signal Snapshot

Fast entry assessment: headline Indexes, your initial Signal Gap, key risks and priority next actions.

Get a Rapid Snapshot →
02

Full Brand & Signal Benchmark

All 15 dimensions, evidence map, competitive benchmarking, Signal Gap diagnosis and Transformation Roadmap.

Request a Full Benchmark →
03

Brand & Signal Transformation

Implementation: positioning, messaging, content, IA, search and AI accessibility, engineering, journeys and measurement.

Plan the Transformation →

Brand & Signal

Common questions

What is the Kumu Brand & Signal Benchmark?
It is Kumu's market-facing assessment: an evidence-based read of how your organization is found, understood, trusted and chosen. It runs two modules — the Brand Integrity Review (seven dimensions of brand clarity, scored as the Brand Integrity Index) and the Signal Architecture Review (eight dimensions of digital signal strength, scored as the Signal Strength Index) — then quantifies the Signal Gap between them and hands you a Transformation Roadmap.
Why do you report the two Indexes separately?
Because they fail for different reasons and are fixed by different teams. A blended number hides whether your problem is brand clarity or digital signal strength. We never blend them: you get a Brand Integrity Index, a Signal Strength Index, and the Signal Gap between the two.
What are the seven dimensions of the Brand Integrity Review?
Brand Presence, Page Identity, Audience Language, Visual Brand, Usefulness, Brand Voice, and Content Vitality. Together they describe whether your own properties tell a coherent, technically sound, verifiable story.
What are the eight dimensions of the Signal Architecture Review?
AI & Search Accessibility, Engineering Strength, Offering Architecture, Machine Content & Context, Channel Reach, Third-Party Verification, User Action Pathways, and Response Infrastructure. They measure whether machines and people can find, interpret, verify, and act on your brand.
What is the Signal Gap?
The Signal Gap is the measured distance between what is true about your brand at the source and what is actually visible in the market — in search results, in AI answers, and in third-party evidence. Closing it is the work.
What is the Evidence Standard?
The Evidence Standard is the governing standard: the proof threshold every public claim must meet before it is published — documented, supportable and applied consistently across the site and content systems. Every score we report traces to observable evidence rather than opinion.
How is the Rapid Snapshot different from the Full Benchmark?
The Rapid Brand & Signal Snapshot is the entry assessment — headline Indexes, an initial Signal Gap, key risks and priority next actions. The Full Brand & Signal Benchmark covers all fifteen dimensions with a complete evidence map, competitive benchmarking, a Signal Gap diagnosis and a Transformation Roadmap.

Ready for clarity?

Start with a Rapid Snapshot. Move to the Full Benchmark. Close the Signal Gap.

Begin diagnostic →