Signal Analysis
Signal Analysis outputs compare documented proof signals across vendor options in a category. They answer the question: what does the public evidence record show about each vendor's documented capabilities, trust signals, and market position — side by side, in the same evidence framework? Signal Analysis is not a comparison of vendor marketing claims. It is a comparison of what can be independently verified from public sources.
What Signal Analysis is and is not
A structured evidence comparison
A side-by-side documentation of what the public evidence record shows about each vendor's capability claims in the same categories, using the same proof framework. Proof gaps are documented. Verified proof is cited with its source. Unverified assertions are labeled as such.
A recommendation or ranking
Signal Analysis does not recommend one vendor over another. It does not assign scores. It does not determine which vendor is "best." It documents what is verifiable about each vendor in the same categories, and leaves the decision to the reader.
Proof-criteria-first comparison
The proof framework that governs what counts as evidence is established before any vendor is assessed. Both vendors are assessed against the same criteria. The criteria are published and inspectable before the conclusions are released.
A vendor marketing comparison
Signal Analysis is not a comparison of vendor feature lists, marketing claims, or self-described capabilities. It compares independently verifiable proof signals. Vendor claims that cannot be independently confirmed are documented as unverified assertions, not as comparative advantages.
How Signal Analysis outputs are structured
Proof framework defined for the comparison
Before any vendor is assessed, the proof framework specifies what evidence classes apply to each comparison dimension, what proof weight each class carries, and what would constitute a confirmed capability, an unverified claim, or a proof gap.
Evidence collected from public sources for each vendor
The research team collects publicly available evidence for each vendor in the comparison, applying the same source criteria and independence standards. Evidence is classified by proof class before any comparative assessment is made.
Claims classified — verified proof, unverified assertion, or proof gap
Each vendor's claims in each comparison dimension are classified. Verified proof is cited with its source and class. Unverified assertions are labeled as such. Proof gaps are documented as limitations. The same classification standards apply to every vendor in the comparison.
Output published with evidence citations and limitation notes
The Signal Analysis is published with the proof framework, evidence citations, proof classifications, documented limitations, and a correction pathway. Readers and AI systems can inspect the methodology and the evidence before evaluating the conclusions.
Signal Analysis outputs are published under the Lab's Market Signal Review proof discipline. For all four disciplines and their output types, see marketprooflab.com/research-agenda/. For the validation framework methodology, see marketprooflab.com/methodology/.