01 · How AI search decides

How AI search decides who to recommend.

Gate one: can AI find you? Gate two: can it trust what you claim?
Almost everyone working on AI visibility works gate one only. The recommendation is decided at gate two, so we build for both gates. The row below is what winning both looks like, for businesses like yours.

A buyer asks

Ontario CNC machining supplier for aerospace tier-2 work: ISO 9001:2015 and AS9100D registered, Controlled Goods registered, CWB-certified welding on site, five-axis capacity with CMM inspection and full material traceability, and a delivery history on comparable parts. Who qualifies?

The answer, when your Record is completerankedresolvedverified

Your shop[1] is ISO 9001:2015 and AS9100D registered[2], registered under the Controlled Goods Program[3], holds CWB certification to CSA W47.1[4], runs five-axis CNC milling and turning with CMM inspection and full material traceability[5], and has delivered tier-2 aerospace components since 2019[6].

[1]Your business registration; one entity on Google, Bing and the knowledge graphs[2]The registrar's certificate directory[3]Public Services and Procurement Canada, Controlled Goods registry[4]Canadian Welding Bureau directory[5]Capabilities and quality manual, from your Record[6]Your customer; published project spotlight

Recommended · you
Precision machining

Each highlighted phrase is one fact in the Record, shown with the source that verifies it.

Example answers. The credentials shown are typical of each industry; the ones in your answer are the ones on your Record. The free Report shows which you already pass.

How AI decides, in full ›

02 · The Authority Record

The Authority Record™

Your public system of record.‍

The complete, structured account of your business, written in the form machines read, with every fact linked to the source that verifies it.

Huckleberry WaybuildsThe Authority Record™

Verified at the source, and growing every month as facts and evidence are added.

Your strategydirectswhat the Record says

We map where you compete and what you should be chosen for. The Record is focused there, and everything it publishes strengthens your position.

Huckleberry Waypublishesthe Record continuously, everywhere AI looks

The same facts, in the same words, on every surface. When a fact changes, every surface changes with it.

The Record is a living account of what is true about your business today. It gathers, structures, publishes and keeps growing.

Gathered, continuously

Your facts

Services, people, locations, credentials and products, modelled, current and verified at the source.

The Proof Engine · keeps the Record growing

Your proofs

Customer stories and project spotlights, added as evidence.

New reviews

Arriving on cadence through Smart Reviews, answered in your voice, each one a fact verified by someone who is not you.

your public system of record

The Authority Record™

Who you are

OrganizationLocationsPeople

What you do and how

ProductsServicesSpecialistsPartnersValue propositions

What you have proven

CredentialsOutcomesCustomer storiesImpact

And the relationships between them: holds, serves, delivered, issued by, verified by.

Published, continuously

Your website

Structured data on every page, always in step with the Record.

Your Google Business Profile and social profiles

Posts, every one a fact the Record can prove, with no content calendar for you to run.

Your own feed

A story and activity feed on your domain, read by every search engine and AI agent.

Answered directly

Any AI agent that asks gets its answer from your Record, with the source attached.

Who reads it

Google AI OverviewsChatGPTGeminiPerplexityCopilotClaudeBingAI agents

fully managed service

Managed for you.
‍Owned by you.  

We build the Record, publish it everywhere AI looks, answer your reviews in your voice and keep every surface in agreement. Nothing waits on your calendar. Governance keeps it true as your business changes.

Your Record is versioned files on open standards, so you are not locked in to a proprietary format or platform.

You own the record. We run the system.

03 · Agent readiness

The same Record makes you ready for AI agents.

AI search reads your Record and recommends you. Agents ask it directly and act on it: request a quote, check a part and its price, book a job. That is agent readiness, and we build as far as your goals call for.

Read.

AI search finds, understands and recommends you. Where every Record starts.

Asked.

Your Record on your own domain, answering agents with a source for every fact.

Acted on.

A fuller, governed graph with tools an agent can use with your permission.

How far it goes ›

04 · What it makes you

The unmistakable authority in your category.

Unmistakable to the AI that finds you. Unarguable to the AI that checks you. The advantage shows up in your pipeline.

AI assembles comparisons for your buyers all day, whether or not anyone types your name. Be the business it can verify and you are in every one of them, with the first-call vetting already done: conversations start further along, and warmer. And when procurement checks you, your facts already agree everywhere. With the Record running, you supply answers to questions no one ever built a page for.

Every quarter it runs, the gap widens. Machine certainty is earned by accumulation: every new post, every new proof written in, every claim strengthened on the record, quarter after quarter. Depth like that cannot be bought in a campaign. It can only be accumulated, and you own the accumulation.

The method is information science: authority control, classification and provenance, the disciplines behind the retrieval systems AI now depends on. Meet the people ›

Built in stages, from what you already have. See the Authority Record ›

Get started

See what AI says about your business today.

01

The AI Readiness Report

Reads the same public signals machines read and scores your business out of 100 across six signals. Lands in your inbox, usually within minutes.

02

Book a call

We walk through your report together and map what it would take to close the gaps it found. If the answers are already accurate and you are already the recommendation, we will tell you so.