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THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

ConsciousnessLearn · Explore · Joseph Anady

Claim-support factor

Adds positive evidence and answerability signals and subtracts contradiction.

AI visibility / marketing scoring proposalsource graphic; not an execution result
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Start with the symbols, follow the operations, and check what the result means.

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poster-eq-f9c50e68ed14a5mathematical expression
SUPPORT(p,c)=Entailment+Answerability+FactualDensity+EvidenceSpecificity+ExtractionEase−ContradictionSUPPORT(p,c) = Entailment + Answerability + FactualDensity + EvidenceSpecificity + ExtractionEase − Contradiction

Read the equation

Adds positive evidence and answerability signals and subtracts contradiction.

Its role in the build

The Universal AI Visibility Equation

Terms & definitions

TermMeaning in this source
p

Page / website / source (the candidate).

c

Claim the statement needs to support.

u

User context, including location, device, language, personalization and history when used.

t

Time: current time, freshness needs and topic volatility.

l

Location: geographic location, service area and proximity.

S

Selected sources already chosen, used for diversity control.

How it works

  1. Read SUPPORT(p,c) as the quantity being defined or updated by this relation.

  2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

  3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

Read the surrounding source passage
The Universal AI Visibility Equation: Adds positive evidence and answerability signals and subtracts contradiction.
Exact original notation
SUPPORT(p,c) = Entailment + Answerability + FactualDensity + EvidenceSpecificity + ExtractionEase − Contradiction

Related builds

Sources & provenance

01
AI visibility equation infographic.png
Column 3: SUPPORT; verified transcript lines 60–65 · Jul 11, 2026
SUPPORT(p,c) = Entailment + Answerability + FactualDensity + EvidenceSpecificity + ExtractionEase − Contradiction

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