Intent Analyst
Search & SEO Stage · Search intelligence Output · Intent assessment

Check whether the page matches what the reader came to find.

A page can be well-written and still miss the intent. It may answer the wrong question, promise more than it delivers, or mix several reader needs into one confused page. Yuna reviews whether the content, structure, metadata and next step line up with the likely search or reader intent.

For page reviews, content briefs, SEO audits, page rewrites and search-led editorial planning.

works alongside Patrick Ivan Diane
Where content strategy goes wrong

The page answers something, but not always the thing that matters.

Search intent is the reason behind the visit. A reader may want a definition, a comparison, proof, a guide, pricing clues, reassurance or a clear way to act. Yuna checks whether the page is serving that reason.

↘ check the reason before the rewrite
yuna-draft.md
Intent unclear

The page reads well but mixes several reader needs into one section, so it is not clear which question it actually answers.

Mixed reader needsMetadata overpromisesNo clear next stepIntent unconfirmed
the page is optimised before the intent is clear
Intent assessment

Yuna confirms the likely intent, flags the gaps between promise and delivery, and recommends a clearer page angle.

Intent confirmedReader gaps listedAngle recommendedReady for rewrite
the rewrite is aimed at the right reason
How this Worker helps

Intent review before optimisation.

Yuna compares what the page appears to promise with what it actually delivers. She helps the editor see whether the page’s job is clear enough before rewriting, expanding or approving it.

Checks

What it checks

  • Likely reader or search intent
  • Metadata promise versus page delivery
  • Missing reader questions
  • Page format fit
  • Section order
  • Next-step alignment
Improves

What it improves

  • Search-intent fit
  • Brief quality
  • Page purpose clarity
  • Rewrite direction
Prepares

What it prepares

  • Intent assessment
  • Reader-need gaps
  • Recommended page angle
  • Search-aligned next actions
Surfaces

For human review

  • Intent mismatch
  • Mixed or competing page goals
  • Missing decision information
  • Sections that distract from the page’s purpose
On the desk

What Yuna works from, and what she produces.

WORKS FROM
01 Page title and metadata
02 Page copy
03 Page structure
04 Source signals
05 Topic or keyword context where available
Yuna YUNA
PRODUCES
Intent assessment
Reader-need gaps
Search promise notes
Recommended page role
Intent-aligned next actions
When to bring Yuna in

Specific moments where this Worker helps.

01

A page ranks but does not convert.

Yuna checks whether the page is actually serving the intent it ranks for.

02

A draft feels unfocused.

She identifies which reader need the draft should be built around.

03

Metadata promises something the page does not deliver.

Yuna flags the gap between the search promise and the actual content.

04

A content brief needs a clear reader need.

She gives the brief writer a confirmed intent to plan around.

05

A page format decision is needed.

Yuna hands Ivan an intent assessment to check the format against.

06

SEO recommendations are pulling in different directions.

She grounds the review in what the reader actually came to find.

Human approval & boundaries

Yuna clarifies intent. Editors decide the strategy.

Yuna does not rewrite the page, choose the business strategy or guarantee ranking improvement. She gives editors a reviewable intent assessment.

Yuna assesses intent from the page and its context, she never rewrites content herself.
Her assessment is a starting point for planning, not a strategy decision.
Recommended page angles are suggestions for editors, not automatic changes.
Ranking outcomes are never promised or implied by her findings.
Intent Analyst

Match the page to the reader’s reason.

Yuna helps make sure optimisation work is aimed at the right intent before the team rewrites or approves anything.

PAPER · INK · SIGNAL · CONTROL