Comparisons & Alternative Content

Why It Matters for AI Visibility

How We Score It

How to Improve

• 1

  Add a comparison table with feature rows

  Build an HTML table with columns for each option and rows for features, pricing, and key differences. Tables containing text like "vs," "comparison," "pros," "cons," or "feature" are detected by the analyzer and immediately boost your score to 8 or higher. Tables are the strongest single signal.

• 2

  Use "X vs Y" in at least one heading

  Add a comparison phrase to an H2 or H3 heading: "Notion vs Obsidian: Which Is Better?" or "React vs Vue: Complete Comparison." Comparison headings are detected separately from body text and count toward your structured content score.

• 3

  Include pros and cons sections for each option

  Use the exact phrases "pros and cons" or "advantages and disadvantages" -- these are explicitly detected comparison patterns. Structure them as lists under each option for maximum clarity. AI engines extract these lists directly when answering recommendation queries.

• 4

  Write at least five comparison phrases throughout the content

  Distribute phrases like "compared to," "better than," "difference between," and "alternative to" naturally through your text. Five or more unique comparison phrases earns a perfect 10 even without a table. Each phrase must be unique by lowercase matching.

• 5

  Add an "Alternatives to X" section

  The phrase "alternative(s) to" is a detected pattern that matches high-intent AI queries directly. Users frequently ask ChatGPT and Perplexity for alternatives to popular tools. An explicit alternatives section captures this query type.

Before & After

"Notion is a great productivity app with many features.
It has databases, kanban boards, and a calendar view.
The free plan is generous for personal use."

Comparison phrases: 0. No table. No comparison headings.
Score: 0.

H2: "Notion vs Obsidian: Complete Comparison"
Feature comparison table with pricing, offline access,
  collaboration, and plugin ecosystem rows.
"Pros and Cons" sections for each tool.
Text includes "compared to," "better than,"
  "alternatives to," "difference between,"
  "on the other hand."

Comparison phrases: 5+. Table: yes. Comparison heading: yes.
Score: 10.

Code Examples

<table>
  <thead>
    <tr>
      <th>Feature</th>
      <th>Notion</th>
      <th>Obsidian</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Pricing</td>
      <td>Free / $8/mo</td>
      <td>Free / $50/yr</td>
    </tr>
    <tr>
      <td>Offline access</td>
      <td>Limited</td>
      <td>Full</td>
    </tr>
    <tr>
      <td>Collaboration</td>
      <td>Real-time</td>
      <td>Via sync plugin</td>
    </tr>
  </tbody>
</table>

<h2>Notion vs Obsidian: Which Should You Choose?</h2>

Frequently Asked Questions