The ECHO Framework

Glossary term 19 of 33

Hooks

The third ECHO pillar. Structured, extractable, self-contained passages that an AI can lift out and attribute without losing meaning.

What does Hooks mean?

The third ECHO pillar. Structured, extractable, self-contained passages that an AI can lift out and attribute without losing meaning. The strongest hooks are ones only you can create: original data, proprietary research, unique analytical framing.

Quoted without alteration from the glossary of ECHO: How to Make AI Recommend Your Brand.

Which ECHO pillar does Hooks belong to?

Hooks belongs to Hooks, pillar 3 of the ECHO framework. Does it find your content when the question is asked?

The third ECHO pillar. Structured, extractable, self-contained passages that an AI can lift out and attribute without losing meaning. The strongest hooks are ones only you can create: original data, proprietary research, unique analytical framing.

If it trusts you but never surfaces your content for the question being asked, the problem is Hooks. It is built in part 4: hooks, across chapter 7 and chapter 8.

  • A passage of content retrieved and used on its own, separated from the page it came from.

  • An explicit source attribution in a generated answer: the link or reference an answer engine shows for a claim.

  • Anchoring a generated answer in retrieved source material rather than in the model's training data alone.

  • What a document adds beyond what already exists on a topic.

  • The decomposition of one user question into many simultaneous sub-queries, each retrieving different content, which the system then synthesises into a single answer.

  • Generating an answer from live retrieved documents rather than from training data alone.

Nearby in the glossary

The glossary runs alphabetically. Hallucination comes before Hooks and Information gain after it.