How I Evaluate SEO and AI-Assisted Content

How I Evaluate Content

A practical framework for deciding what content needs to do, what needs to change and what should exist in the first place.

I use this framework to evaluate content across SEO, editorial quality, search intent and business purpose.

It helps determine whether content should be kept, updated, consolidated, redirected, removed or replaced with something better.

When AI is involved, I also assess whether the content has received enough research, fact-checking and human editorial judgement to be worth publishing.

1. Accuracy and Risk

Core question: Is the content current, factual and safe to publish?

I check for outdated information, unsupported claims, weak sourcing, missing context, exaggerated wording and industry-specific inaccuracies.

Depending on the findings, the page may need an update, expert review or removal.

2. Search Intent and Usefulness

Core question: Does the page answer what the reader actually needs?

I assess whether the page matches the intended search query, covers the important customer questions, provides enough depth and gives the reader a clear next step.

A page may be visible in search but still underperform because it answers the wrong question or provides only a surface-level response.

3. Expertise and Trust

Core question: Does the content show genuine knowledge?

I look for expert input, first-hand insight, original examples, clear explanations, credible sources and visible author or reviewer information.

Content should offer something more useful than a summary of what competing pages already say.

4. Content Overlap and Freshness

Core question: Does the page still deserve to exist separately?

I check whether the content is outdated, thin, duplicated or competing with another page on the same website.

The recommendation may be to update the page, combine it with another resource, redirect it or remove it entirely.

5. AI and Editorial Quality

Core question: Has the content received enough human review?

I check facts, claims, sources, structure, repetition, originality, tone, product accuracy and overall usefulness.

AI can speed up production, but the final page still needs human judgement before it is published.

6. Search and Business Performance

Core question: Is the page supporting visibility, engagement or a business goal?

I review organic performance, internal links, calls to action, conversion paths and whether the page supports education, sales, lead generation or another defined purpose.

Performance is evaluated against the page’s intended role, not rankings alone.

The Final Decision

Finding problems isn't enough. Every review should end with a clear recommendation.

Keep

The page is accurate, useful and still performing its intended role.

Update

The topic remains valuable, but the content, evidence, structure or search alignment needs improvement.

Consolidate

Multiple pages overlap and would be stronger as one complete resource.

Redirect

The page should no longer exist independently, but its relevance should be transferred to another page.

Remove

The page is obsolete, inaccurate, low-value or no longer serves a meaningful purpose.

Create

A genuine content gap exists that the current website does not adequately address.

What the Review Produces

Depending on the project:

Content inventory
Page-level recommendations
Content refresh and consolidation opportunities
New content briefs
Editorial and AI quality requirements
Priority actions
Measurement plan

Example: Underperforming Cannabis Product Page

Problem

The page receives impressions but attracts few clicks. It overlaps with another article and contains broad claims without enough product detail or supporting evidence.

Findings

Unclear search intent, outdated information, weak internal links and repeated sections.

Recommendation

Consolidate the overlapping pages, update product information, remove unsupported claims, improve structure and strengthen links to relevant product or category pages.

Measure

Track impressions, clicks, engagement, internal navigation and relevant conversion actions after the update.

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See My Work

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