Evidence Axis method from source discovery through fact, inference and unknown to decision output
CLICK TO EXPAND · SOURCE → DECISION
DISCOVERY BEFORE DEEP DIVE

A competitor list is an input, not the answer.

Whether the work begins through a complimentary request, a proactive Gift or a paid engagement, discovery comes before the final shortlist. A scan-derived competitor must be validated before it enters the deep dive.

01 · SCAN

Identify up to five plausible candidates from the public record.

02 · VALIDATE

Require at least two independent non-vendor sources for a scan-derived shortlist competitor.

03 · DEEP DIVE

Investigate product, pricing, positioning, claims and recent moves only after validation.

04 · DO NOT FORCE IT

“No additional competitor verified within scan scope” is a valid outcome.

The core distinction

Three states, kept separate on purpose.

Most competitor work blurs what is proven with what is guessed. Evidence Axis keeps them apart — in the analysis and in the final deliverable.

Fact

A statement directly supported by identifiable evidence that was opened and checked. Recorded with its source and review date.

What the checked source directly supports, stated without adding interpretation.

Inference

A reasoned conclusion drawn from disclosed evidence. Clearly separated from verified fact, with the reasoning visible.

What the evidence suggests, labeled as interpretation rather than proof.

Unknown

Something the available evidence cannot responsibly establish. Named, not guessed at or quietly filled in.

The questions we could not close, so you know where certainty ends.

TRACEABLE REASONING

Walk any conclusion back to its source.

Nothing should enter a brief as a bare assertion. The path stays visible from public source, to observation, to evidence state, to the implication it supports.

Select any conclusion to trace its provenance back to a source.

  1. SRCSource

    A checked source: primary company page, documentation, changelog or credible independent evidence.

    opened · source-classed · dated
  2. OBSObservation

    What the source plainly shows, recorded before interpretation.

    evidence extracted
  3. FACTFact

    A statement the checked evidence directly supports.

    evidence-backed
  4. INFERInference

    A reasoned conclusion drawn from disclosed facts, labeled as interpretation.

    reasoning shown
  5. UNKUnknown

    What the evidence cannot establish, named rather than guessed.

    boundary of certainty
  6. DECDecision implication

    What the evidence means for attention, priority or the decision in front of the team.

    decision-ready
THE SEQUENCE

From discovery to executive intelligence.

AI can accelerate discovery and organization. Human review still controls what enters the evidence record and what can responsibly reach a decision-maker.

  1. 01

    Scan the competitive set

    We do not assume the names already on your radar are the whole market. We identify plausible candidates from the public record before choosing where the deep dive belongs.

  2. 02

    Validate scan-derived competitors

    A competitor surfaced by the scan needs at least two independent non-vendor sources confirming that it belongs in the same competitive set before it enters the shortlist.

  3. 03

    Set the research boundary

    We define what needs to be investigated and what the public record can responsibly support. Paid engagements also bring in the client’s decision context.

  4. 04

    Open, verify and classify sources

    We work through primary pages, documentation, pricing, changelogs and strong independent sources. Search snippets are not verification, and vendor comparison pages are not treated as neutral evidence.

  5. 05

    Extract Fact, Inference and Unknown

    Each material statement is classified. Conflicts stay visible, missing evidence remains Unknown, and analytical judgment is labeled as inference.

  6. 06

    Build the executive intelligence

    We turn the verified record into an Executive Intelligence Deck and Evidence Appendix, showing what matters, why it may matter, and the source trail behind it.

  7. 07

    Add decision context when engaged

    In a paid Decision Sprint, the verified market evidence is combined with the company’s real decision, constraints and internal context to determine what response should follow.

SOURCE CLASSES

Not every public page has the same evidentiary weight.

Primary company source

Product pages, pricing, documentation, changelogs and the company’s own public claims.

Independent press / credible third party

Triangulation, competitive-set validation and context independent of the vendor.

Data aggregator

A supporting lead when provenance and freshness are understood; not automatically primary evidence.

Vendor-authored comparison

Useful for the vendor’s own positioning — not neutral proof about the rival.

AI-targeted vendor content

Explicitly classified; material claims need corroboration where feasible or remain vendor claim / Unknown.

Discovery-only lead

Useful for finding where to look next. It does not enter the final evidence trail until verified.

THE SAFEGUARDS

The details that keep intelligence honest.

Boundary first

We state what the research can and cannot support before confidence starts to grow.

Open the source

Search snippets and generated summaries can lead us somewhere; they do not count as verification.

Record the date

Material observations keep the date they were checked because public information changes.

Preserve conflicts

When credible sources disagree, the contradiction remains visible instead of being cleaned up.

Unknown stays Unknown

Missing evidence is not replaced with a plausible guess.

Trace the conclusion

The final implication can be walked back to the observation, evidence state and source behind it.

Start with the work — or the decision

See the method applied to your company.

Request a complimentary company-specific brief using a verified work email, or bring a competitive decision that already needs deeper support.