Evidence-Based Content & Citation Architecture
M-6 — Evidence-Based Content & Citation Architecture
What this action is
M-6 is the editorial discipline of producing content with explicit citation to authoritative sources, claim density supporting attribution, and structural patterns that make claims and citations extractable. It comprises three components: citation discipline establishment (the editorial standards for attribution), claim density work (ensuring content makes specific extractable claims), and citation architecture (the structural patterns linking claims to sources within and across pages).
The work is editorial. M-6 is among the most editorial-discipline-intensive actions in the OMG protocol.
Why this action matters in AVO
Evidence-based content is structurally more citable than non-evidence-based content. AI systems prefer to cite content that itself cites sources because the citation chain provides confidence: the claim has a verifiable basis. Content that asserts claims without attribution is treated as one source’s opinion; content that attributes claims to authoritative sources becomes a hub of validated information.
M-6 also addresses datapoints that M-3 hubs depend on. Source-attribution-quality, claim-density, content-depth, and information-structure-quality all reflect the editorial discipline M-6 establishes. Without M-6, M-3 hubs are typically thin in attribution and citation patterns; with M-6, hubs become substantively citable.
What it requires before you can attempt it
Hard prerequisites:
| Prerequisite | Why required |
|---|---|
| O-3 substantially complete | E-E-A-T editorial discipline is the foundation for M-6’s citation discipline |
| Editorial team with writing capacity for citation-heavy work | Citation discipline is editorial labor-intensive |
Soft prerequisites:
| Prerequisite | Why it helps |
|---|---|
| Subject-matter expertise within the brand or accessible to the editorial team | Citation discipline benefits from domain expertise that knows which sources are authoritative |
| Existing editorial style guide | M-6 extends or refines the existing guide; from-scratch work is slower |
| O-6 in progress | Content audit identifies content needing M-6 remediation |
Stage assessment: M-6 is depth-stage work. Foundations-stage brands may begin M-6 in basic forms (establishing initial citation discipline) but the substantive impact comes through depth-stage iterations.
What gets done in this action
M-6 work proceeds through five phases.
Phase 1 — Citation discipline definition. The editorial standards for citation are documented. Topics include:
- What requires citation: Factual claims, statistics, attributed perspectives, contested claims
- What doesn’t require citation: Common knowledge, the brand’s own observations clearly framed as such, definitional content
- What sources are authoritative: Per category, per topic, the sources the brand will cite
- Citation format: Inline links, footnotes, or other formats consistent with the brand’s editorial style
- Attribution conventions: How the brand frames cited material (paraphrase with attribution, direct quotation with attribution, etc.)
The discipline must be documented because it’s not intuitive; without explicit standards, citation practice varies by author and decays over time.
Phase 2 — Source authority library. A library of authoritative sources is developed. Per topic area, the sources the brand recognizes as authoritative are cataloged. This serves dual purposes: it makes citation faster (writers know which sources to consult) and ensures consistency across content (different writers cite from the same source set).
Phase 3 — Claim-density work. Content is reviewed for claim density. Pages with sparse claims are flagged for enrichment: making more specific assertions, adding data points, citing comparative evidence. Pages with claims-without-attribution are flagged for citation work. The output lifts both claim-density and source-attribution-quality.
Phase 4 — Citation architecture. Patterns linking claims to sources are established. Within-page architecture: where citations appear (inline, footnote, linked references), how they integrate with reading flow, how they’re surfaced to AI systems. Cross-page architecture: how related claims across pages reference shared authoritative sources.
Phase 5 — Editorial culture establishment. M-6’s deeper output is editorial discipline that persists. New content authored after M-6 should naturally adopt citation patterns. This is editorial training plus style-guide reinforcement plus example-content reference plus ongoing review.
What success looks like
A successful M-6 produces:
- Documented citation discipline
- Source authority library
- Existing content remediated for claim density and attribution
- New content following M-6 patterns naturally
- Datapoint movement: source-attribution-quality, claim-density, content-depth, information-structure-quality all lift; citation-strength lifts substantially over time
- Editorial culture that maintains citation discipline going forward
What failure looks like
| Failure pattern | What it signals |
|---|---|
| Citation discipline documented but not applied | The standards exist; the practice doesn’t |
| Inline citations are formal but not substantive (citing low-authority sources, citing for citation’s sake) | Citation quality matters; low-quality citations don’t lift trust signals |
| Existing content not retrofitted | New content has citation discipline; old content doesn’t; the brand surface is uneven |
| Source authority library is static | Authority sources shift; library decays without maintenance |
Common mistakes
| Mistake | Better approach |
|---|---|
| Citing only the brand’s own internal pages as if they were authoritative external sources | Internal citations don’t count for trust signals; external authoritative sources are required |
| Over-citing (every sentence has a citation) | Citation density should match claim density; over-citation looks defensive |
| Under-citing (only the largest claims have citations) | Specific factual claims throughout should have attribution; under-citing leaves claims floating |
| Citing sources that are themselves dubious | Source quality matters; authoritative sources strengthen the citation chain |
| Treating citations as marketing footnotes | Citations are structural; they should integrate with reading flow, not appear as appended marketing material |
| Inconsistent citation format across content | Consistency builds editorial trust; inconsistency signals editorial weakness |
Datapoints affected
| Datapoint | Influence |
|---|---|
| source-attribution-quality (V2.1) | Direct, primary |
| claim-density (V2.1) | Direct, substantial |
| content-depth (V2.1) | Substantial |
| information-structure-quality (V2.1) | Substantial |
| citation-strength (V3.1) | Substantial — over time, as cited sources also begin citing back |
| content-originality (V2.1) | Indirect — citation discipline encourages original analysis around cited sources |
Multilingual considerations
Per-language citation discipline considerations:
- English: Long-established citation conventions; high reader expectations
- Indonesian: Conventions evolving; citation culture varies by content type
- Japanese: Citation conventions exist but differ in form (Japanese editorial culture often uses parenthetical attribution rather than English-style hyperlinks)
- Korean: Conventions vary by content type
- Traditional Chinese: Per-region conventions
The underlying discipline (claims attributed to authoritative sources) translates across languages; the visual and editorial form differs. Per-language editorial work respects local conventions while maintaining the discipline.
What comes after
M-6 typically leads to:
| Next action | Why it follows |
|---|---|
| M-3 (Dedicated FAQ & Knowledge Hubs) | M-3 hubs benefit substantially from M-6 citation discipline |
| G-3 (Comprehensive Long-Form Content) | Long-form content production naturally extends M-6 patterns |
| G-4 (High-Authority Media Outreach) | M-6-disciplined content is more attractive to journalists; outreach success compounds |
| G-9 (Academic & Niche Citations) | M-6 brings the brand’s editorial standards toward what academic editors expect |
In maturity-stage terms, M-6 is depth-stage work that continues through authority stage as editorial discipline matures.