Primary Source · Founded by Leith Uwaydah

PS / 01 Primary Source

Give the truth a structure.

Primary Source organizes verifiable evidence so people and AI can retrieve, connect, and cite the truth.

The work is structural: inventory the record, attach claims to sources, normalize the entities, publish one consistent home, and measure whether the right people can find and act on it.

FounderLeith Uwaydah
CategoryEvidence architecture
Operating ruleProof first. Claims second.
01 / The problem

A good reputation can still be invisible to a machine.

Credible people and organizations often have plenty of real proof. The problem is that it is fragmented: one fact in a recording, another in a profile, a result in a document, a mention on somebody else’s site, and five versions of the same biography.

AI cannot reliably multiply what it cannot retrieve and corroborate. Primary Source turns that scattered record into an evidence system.

What this is not

Primary Source is not a promise that marketing, sales, or public relations disappear. It aims to reduce dependence on unsupported claims and manufactured slogans by making what can be proven easier to find, verify, and reuse.

The Primary Source method

One record. Six operations.

The output is not a pile of content. It is a source-controlled system from which pages, profiles, articles, clips, and corrections can be derived.

01 / INVENTORY

Collect the record.

Map public sources, owned records, recordings, profiles, mentions, pages, and claims.

02 / VERIFY

Attach proof.

Match each claim to the strongest available source. Mark gaps as unknown instead of completing the story with inference.

03 / STRUCTURE

Normalize the entities.

Standardize names, dates, relationships, locations, source tiers, and canonical URLs.

04 / PUBLISH

Create the entity home.

Build one canonical page, then derive channel-specific assets that point back to the same record.

05 / CORROBORATE

Connect the evidence.

Align public profiles and link independent evidence without pretending that every mention carries equal weight.

06 / MEASURE

Test retrieval and action.

Track discovery, qualified actions, corrections, and the difference between attention and business outcomes.

The claim ledger

No adjective without a receipt.

A usable evidence system keeps the claim, source, entity, status, and limitation together. That makes corrections cheaper and invented confidence harder.

ClaimStrongest sourceStatusAction
Leith has five published papers.DOI records and journal pagesVerifiedPublish with links
Primary Source has client outcome metrics.No approved public recordUnknownDo not claim
Leith can explain the Marketing Mechanic system.18:42 whiteboard recordingDirect proofShow the work

Founder field note · 18 minutes 42 seconds

Trust cannot be claimed.

Leith recorded this whiteboard walkthrough after studying the seven foundational Marketing Mechanic episodes. The recording is evidence of the apprenticeship itself—not a claim that the work is finished.

00:15Why trust cannot be self-declared
02:00The geo-vertical grid and relevant connections
05:41Publish like a rock star, not a disposable newspaper
08:38Plumbing, goals, content, ads, and optimization
11:34Traffic, conversion, and revenue
14:14Your personal site as the owned entity home
15:57The company website ties the system together
02 / What Leith learned

Content is not the evidence. It is how the evidence travels.

Trust comes from corroboration

A person or company can say it is trustworthy. A search engine or AI system still has to decide whether other records support that statement. Leith’s first principle is therefore relational: the entity, its owned profiles, and independent sources must point to the same real-world identity.

Relevance beats raw link volume

The geo-vertical grid asks whether a relationship is relevant by place, industry, or both. A real relationship in the same city or field explains more than a purchased link from an unrelated high-authority page.

A Topic Wheel compounds

Random seasonal posts behave like a newspaper: each issue expires. A Topic Wheel starts with durable WHY stories, connects them to HOW expertise, and routes attention toward the WHAT—the useful offer. The same strong source can be reused and repurposed instead of replaced every day.

Measurement has to reach the money

Impressions and clicks describe traffic. Calls, qualified leads, jobs, and revenue describe conversion. Primary Source keeps those categories separate so visibility is not mistaken for an outcome.

The owned site is the canonical home

LinkedIn, YouTube, Facebook, Instagram, and TikTok can corroborate identity and distribute work, but they are rented properties. The personal site should own the name, facts, stories, and primary links. The company site—or, here, the company’s canonical section—ties the commercial record together.

Current proof boundary

Show what exists. Name what does not.

PUBLIC NOW
  • Five DOI-linked publications by Leith
  • Leith’s personal entity home
  • The Marketing Mechanic whiteboard recording
  • Confirmed LinkedIn and YouTube profile URLs
  • Leith’s Local Service Spotlight role
NOT CLAIMED YET
  • No approved public client case study
  • No verified Primary Source outcome metric
  • No client testimonial
  • No final logo direction
  • No confirmed Facebook, Instagram, TikTok, or X profile

Primary Source is being built in public

Build the record once. Let AI multiply what can be proven.

Connect with Leith