Skip to learning content
Let's talk
Let's talk
05-02GEO & AI search

Make every important claim checkable.

Turn vague copy into clear information with the subject, conditions and evidence kept together.

Let’s get into it Intermediate
No perfect score required.
← See the full learning path
An ivory claim ribbon crosses a silver provenance frame, with a violet verified-information inset and a separate unfilled condition tile.
SEO SUPREME SCHOOLLESSON 2 / 6
02/06Your place
in this path
5minA focused
read
~14minPut the idea
into practice
3Questions to
check your thinking

The idea, in plain English

Start here.

Clear, verifiable content tells someone what is true, what it applies to and how to check it. State the exact subject, relevant conditions and source beside a consequential claim. Choose headings, tables or steps because they help the reader. No fixed word count, fact density or special AI formatting guarantees a citation.

‘Our workshops are quick and suitable for everyone’ sounds simple, but it hides the questions a customer needs answered. Which workshop? How long? Who is it designed for? The improvement starts with verified information, not stronger adjectives.

A few words you’ll meet.

OPEN WHAT YOU NEED ↙
Claim

A statement a reader could reasonably ask you to support, such as a duration, compatibility requirement or measured result.

Scope

The subject, conditions, population, version or time period to which a statement actually applies.

Primary source

The original specification, observation, study or responsible organization behind the information you are using.

Inference

A conclusion drawn from evidence rather than directly stated or measured in it. Make the reasoning and uncertainty visible.

Find the decision hiding behind the sentence

Choose one real reader question before editing. Someone considering a pottery class may need to know the session length, experience required and what is included. A sentence about being ‘the perfect experience’ does not answer those practical questions. Write down the decision the page should support and collect the information necessary for it.

Keep the exact subject visible. ‘The introductory hand-building session lasts 90 minutes’ is easier to interpret than ‘It is quick.’ If a different class takes longer, the qualification belongs near the duration. Do not extend the answer to every workshop merely because they share a page or business name.

Attach evidence and conditions to the claim

Prefer the most direct responsible source available. A current class specification can establish the advertised duration; an attendance record can establish what happened in a particular session. Those records answer different questions. If the supplied record does not say whether firing is included, keep that issue open instead of filling it with a plausible promise.

For a measured result, retain the method, unit, date and relevant comparison context. For an attributed view, name whose view it is. For your own interpretation, explain the reasoning. A source link helps only when it supports the actual statement; a recognizable domain beside an unrelated claim is not verification.

MAKE THE CONNECTION

Keep the conditions attached.

A connected violet claim ribbon links the introductory session, its 90-minute duration and its specification. A separate outlined firing-inclusion card is marked verify first.
Original fictional workshop example. The ribbon connects a scoped duration claim to its supplied specification; the unresolved inclusion remains outside the verified statement.

Choose a format that preserves the meaning

A small table works when readers need to compare the same attributes across sessions. Ordered steps work for a process. A paragraph may be best for a condition or explanation. Use descriptive headings and introduce unfamiliar terms where they are needed. Keep the scope and caveats visible in the same reading path as the answer.

You can open with a direct answer and still provide enough explanation below it. Avoid breaking a coherent topic into repetitive fragments to satisfy a supposed AI chunk size. Google’s current guidance does not require special AI formatting, tiny chunks or an ideal word count. A usable page can support both quick scanning and careful reading without pretending its structure is a citation formula.

Maintain the information after the rewrite

Identify who can verify the facts and what should trigger another review. A booking change, new session format or amended inclusion can make old copy misleading. Record the source version and check date in the editorial record; publish relevant dates when readers need that context. Change a modified date when there is a real revision, rather than to create artificial freshness.

Review visible copy, structured data and linked destinations for consistency. Do not create an expert biography, testimonial, statistic or result to decorate a page. Source transparency and clear writing are quality practices with independent reader value. Observe any later AI citations separately, and do not report a citation gain unless you have the answer evidence and a clearly scoped comparison.

  • The subject and relevant conditions remain attached to the answer.
  • The cited material supports the specific claim.
  • Unknown facts are assigned for verification.
  • The published information and its review record agree.
SEE IT IN PRACTICE

A small specification beats a broad promise

Fictional brief for Cedar Studio’s introductory hand-building session. The supplied current specification states 90 minutes and no previous pottery experience required. It does not establish whether firing is included.

A small specification beats a broad promise
Draft wordingEvidence availableEditorial decision
All workshops are quickOne introductory session: 90 minutesName that session and state its duration.
Suitable for everyoneNo previous pottery experience requiredState the experience requirement; do not imply every age or access need is covered.
Everything includedFiring not specifiedAsk the responsible owner before promising inclusion.

Put it into practice

Repair one unsupported workshop paragraph

Rewrite: ‘Every Cedar workshop is the fastest way to master pottery, suitable for everyone, with everything included.’ Use only the fictional specification above.

  1. Underline claims that exceed the supplied evidence.
  2. Name the specific session and state the supported duration.
  3. Explain the supplied experience requirement in ordinary language.
  4. Record firing inclusion as an unanswered question for the responsible owner.
  5. Choose a concise format and name the source/version you would retain in the real editorial record.

Keep your working notes in your own document. This page saves only your completion check, not your answers or customer data.

Check your understanding

Make the call.

Choose an answer for each question. Then compare the reasoning.

1. Which wording best matches the supplied evidence?
2. What should you do when an inclusion is not in the source?
3. Why use a comparison table?
Take it with you

You have a useful next step.

  • Name the exact subject and conditions.
  • Connect important claims to the evidence that supports them.
  • Keep unknowns visible and review facts when the source changes.

Completion is your own learning record. Quiz scores and practice checks are saved separately, on this browser.

Sources & context

The sources below explain the factual foundations and editorial methods used in this lesson. Worked examples, planning models and exercises are illustrative teaching material.

  1. Google: Guide to optimizing for generative AI features

    Primary guidance supports human usefulness without special AI chunks, files or schema. The workshop is an original fictional exercise.

Reviewed