AI Search Visibility. Verified by design

When your buyers ask AI, be the answer.

Get your AI Readiness Report
See how the system works

Huckleberry Way builds verified entity architecture for Canadian businesses; the structured information layer that determines whether AI systems find you, cite you, and recommend you with confidence.

Trusted By
Toyota logoMicrosoft logoMaple Leaf logoGoldcorp logoConagra logo
WHY NOW

AI is choosing the winners and losers in your category.

Buyers are asking AI instead of searching; Copilot now sits inside the Microsoft tools business teams use all day. People are acting on AI's answers, often without ever visiting your website.

And in B2B, your buyers now screen suppliers with automated systems that read the open web and check every claim against the body that issued it. You can hold every credential the work requires and still be filtered out, silently, before a person ever sees your name.

You built a great company.
We build the system that proves it continuously.

HOW AI DECIDES

AI weighs evidence, not adjectives.

Ranked gets you considered. Verified gets you recommended. We build for both.

The new era of AI search and procurement systems build the shortlist of candidates, and then check your claims against the evidence you supply. What they can verify, they recommend.

shortlisted

The entity is [VERIFIED]

Your business resolves as a distinct, consistent entity everywhere, verified by external systems.

verified

Every claim is  [VERIFIED]

Every certification, credential, capability and outcome is proven and traceable.
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RECOMMENDED
(3) Every relationship is [VERIFIED]‍
AI can navigate the full depth and breadth of your business, across your products and services, people and expertise, to your experience and proven results. It can answer questions you never built a page for.

This is where AI gains the confidence to recommend you, or lets you fall silently off the list.

What AI finds on most businesses

Typical
  • CapabilitiesPartial
  • Industries servedUnclear
  • Client outcomesMissing
  • People & credentialsUnverified
Recommendation confidenceLOW

What AI finds on you

Verified
  • CapabilitiesMapped & verified
  • Industries servedMapped
  • Client outcomesProven
  • People, credentials, awardsVerified
Recommendation confidenceHIGH

This isn't about better marketing; it's about better infrastructure.

WHAT WE BUILD

Your Authority Record

Your Authority Record is the complete, structured account of your business: every capability, credential, client outcome, and relationship mapped and connected, so AI can navigate your business.

It becomes your public single source of truth: the record AI systems check first and find agreeing with itself everywhere, whether they are recommending you or screening you.

It's foundational architecture that can be built upon.
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Cut out SVG

A flywheel of continuous expertise, trust and authority

New reviews and case studies feed in; verified evidence flows out. Customer reviews and stories, with corroborating facts, results, and relationships are embedded into your structured information layer, and published across your website, across Google, Bing and Apple profiles, Wikidata, and even your social channels. Every AI agent finds consistent facts in consistent language.


  • Living architecture

    One source, always growing, always current, with  every public surface consistent and current.

  • Broadcast everywhere

    Most structured data is installed and abandoned. Ours broadcasts, so your record is always fresh, current and relevant.

Your verified facts, embedded into the graphs the world already trusts.

One Authority Record. Two ways in.

Start with your AI Readiness Report, and then book a call. We map the right system for you: the Authority Foundation, or the Authority Graph.
Both are built and run by us; both are custom-quoted.

  • THE COMPLETE SYSTEM

    The Authority Foundation

    The closed loop that makes your local business the one AI recommends: verified identity, a Google profile we run, real reviews from real customers, strategic posting, and your site's core structured data connected.

  • EVERYTHING IN THE FOUNDATION, PLUS

    The Authority Graph

    Your whole operation modelled as connected verified facts AI can reason over, with advanced proof structured for AI to cite by name. This is when you want to win your whole category.

Fully managed

We run the system. You own the asset.

We maintain and run the whole system; the upkeep scattered today across your website, your profiles, your socials, and your proposals moves to specialists, with nothing for your team to learn and no one new to hire. Your wins feed in; finished case studies, proposals, and RFP answers come back out, already carrying their proof.

This is living architecture, an appreciating asset. Your authority compounds.

Why Huckleberry Way

Two disciplines. One architecture.

AI visibility sits where information science and customer story meets.

The science

Built by the people who built the systems

Our Chief Information Scientist Margaret Sampson, PhD, MLIS, a world-class research methodologist, leads our AI search discipline: authority control, entity modelling, classification, citation indexing. A practice more than a century old that the machines have finally caught up to.

The story

Your whole brand, not just your facts

Founder Von Darnell, MLIS, has spent her career between building global software systems and amplifying global brands. We render your whole brand into the architecture, not only your data, and keep it continuously signalling your authority and unique value.

Meet the founder Von Darnell

Von Darnell

Founder & Chief Strategist

Get your AI Readiness Report, then map the plan.
STEP 1 — SEE YOUR SCORE

Run a free check of how clearly AI can resolve, trust, and cite you, scored out of 100 across six signals. Your report lands in your inbox, usually within minutes.

STEP 2 — MAP THE PLAN

Book a call with us, and we'll walk through your report, and map whether the Authority Foundation or the Authority Graph is the right system for your goal.