03 · Retrieval, Evidence & Consensus

Consensus

Independent sources and systems arriving at the same understanding.

Industry Term

Full explanation

Consensus is the degree to which independent sources, and increasingly independent AI systems, arrive at the same understanding of a brand.

Why this matters

Recognition compounds when sources converge. A brand described the same way everywhere is far harder for any single system to get wrong.

Where this sits

Consensus belongs to Retrieval, Evidence & Consensus, one of the seven layers of the Aingworth Glossary. Information exists, then it is retrieved, then sources are selected, then they corroborate one another, then consensus emerges. This is where Aingworth's Consensus Over Rankings thesis lives.

Related terms

Consensus Over Rankings Being confirmed by many independent sources beats ranking first on one. Model Consensus Different AI systems agreeing on what a brand is and is known for. Corroboration Independent sources confirming the same thing.
Back to Retrieval, Evidence & Consensus Back to Full Glossary

Ready to see where your brand stands?

Start with the free diagnostic to see which condition of the Recognition Triangle is leaking, or read the frameworks these terms belong to.

Run the Free Diagnostic Read the Frameworks