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Guide

Check AI SEO Briefs Against Pages You Already Have

Use a practical review process to catch duplicate search intent, unsupported claims and misleading AI-visibility promises before accepting an AI-generated SEO brief.

At a glance

Use a practical review process to catch duplicate search intent, unsupported claims and misleading AI-visibility promises before accepting an AI-generated SEO brief.

Related: MarketHQ Review: SEO Agents, AI Visibility and Trial Costs

Editorial decision diagram: Map the reader decision; Check existing URLs; Verify the draft claims
Original DiscoverAI editorial illustration. Original editorial diagram; not a product screenshot or measured result.
In this guide
  1. Start with the reader decision
  2. 1. Write the intent without the keyword
  3. 2. Compare the current page inventory
  4. 3. Attach evidence to purchase-relevant claims
  5. 4. Reject guaranteed AI-search recipes
  6. 5. Approve a specific change and review point
  7. Apply it to your tool shortlist

Start with the reader decision

Before accepting an AI SEO brief, identify the reader problem and check whether an existing URL already answers it. A new keyword spelling is not necessarily a new article. This workflow helps an editor choose between improving a page, creating a distinct resource and rejecting unnecessary work.

These are proposed editorial checks, not a ranking experiment or a claim that a particular tool’s drafts fail them. Download the SEO brief review CSV and keep it locally; no signup is required.

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1. Write the intent without the keyword

Describe the question in plain language: “A shop owner needs to know which chatbot can answer from the current return policy.” List the decision, constraints and evidence the answer needs. Then write what the visitor should be able to do after reading.

If the brief only produces a title and a word count, send it back for that missing decision. A publishable structure should make a task easier, not merely include the vocabulary of a category.

2. Compare the current page inventory

Search your own library for the task, product and close alternatives. Open likely matches and compare their actual sections. An existing page with a missing pricing caveat may need a targeted update rather than a second review URL.

Use this decision table before drafting:

FindingEditorial next step
Same reader decision, missing detailUpdate the established page
Different audience with different constraintsDefine the distinct resource and links
New title but no new useful answerReject or consolidate the brief
Unsupported product claimHold that claim for verification

Record the existing URL in the worksheet. This gives the next editor evidence that the inventory check happened.

3. Attach evidence to purchase-relevant claims

Open official pages for price, access limits, integrations and data handling. Record the retrieval date and what each source actually supports. A vendor testimonial is not your hands-on result. Keep a proposed acceptance test labelled as a proposal.

Ask the drafting assistant to flag unknowns rather than fill them. Review numerical examples yourself: a yearly monthly-equivalent price differs from a cancel-any-month plan, and one-time credits differ from a recurring free allowance.

4. Reject guaranteed AI-search recipes

Google’s guidance says existing SEO practices remain relevant for AI Overviews and AI Mode, with no special AI file or schema requirement. Eligibility does not guarantee indexing or appearance. Its guidance applies to Google’s features, not every other assistant.

Our editorial rule is to keep a proposed change tied to a reader benefit or verified technical issue. Do not approve extra markup solely because an assistant promises citations. Structured data should agree with visible content.

5. Approve a specific change and review point

Keep the final draft, sources, chosen URL and named reviewer together. Check internal links and factual differences against the current version. If you publish an update, record what changed and when; review later traffic and useful actions without assuming the edit caused every movement.

A useful acceptance gate is simple: another editor can explain why this page exists, which claims were verified and how it differs from the closest page.

Apply it to your tool shortlist

TriRank, MrKeyword and MarketHQ document different draft or brief workflows. This checklist provides an independent review step for any of them. Use the buyer matrix to compare accepted work and review effort.

Transparency

How this guide was checked

Editorial accountability

Who checked this guide

Meet the editorial team →
Evaluation type
Research-based verification
Last materially checked
Evidence
1 listed sources

Hands-on testing is identified explicitly. Research-based coverage uses cited product documentation and other named sources; it does not imply every paid plan was used. Read the full methodology.

Editorial basis

What this guidance is based on

Editorial basis
Source-led analysis
Primary references
1
Products covered
3
Last checked
2026-11-04

Important limits

  • • Features, availability, and pricing can change after publication; confirm consequential details with the provider.

Sources and references

References cited by this article. Check the original source for scope, dates and current terms.

Frequently asked questions

Should every keyword become a separate article?

No. Compare the reader decision with existing pages first; an established page may need an update.

Do special AI files guarantee Google AI citations?

No. Google says no special AI file or schema is required for its AI search features and appearance is not guaranteed.

Is the worksheet a tested ranking method?

No. It is an editorial acceptance checklist, not a measured ranking intervention.

Tools mentioned in this article

TriRank

Assess TriRank’s free website audit, separate citation checks, Search Console connection and draft workflows, with paid limits and review requirements explained.

Not rated

Assess TriRank’s free website audit, separate citation checks, Search Console connection and draft workflows, with paid limits and review requirements explained.

PaidMarketing

MrKeyword

Compare MrKeyword’s free and paid SEO plans, Search Console reporting, AI visibility questions and shared allowances before connecting a small-business website.

Not rated

Compare MrKeyword’s free and paid SEO plans, Search Console reporting, AI visibility questions and shared allowances before connecting a small-business website.

FreemiumMarketing

MarketHQ

Review MarketHQ’s SEO briefs, social listening and AI visibility workflow, with plan capacity, card-required trials and human publishing responsibilities explained.

Not rated

Review MarketHQ’s SEO briefs, social listening and AI visibility workflow, with plan capacity, card-required trials and human publishing responsibilities explained.

PaidMarketing

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