How To Spy on Your Competitor's Best-Of Posts and Comparison Pages

The Comparison Pages tool in QueryBurst Site Intelligence crawls any website and extracts every brand and product mention from its comparison content — "best of" lists, product roundups, and ranked comparisons. For each page, see which brands are mentioned, their ranked positions, "best for" designations, and which brands consistently co-occur. Check whether your own brand appears and where it ranks relative to competitors across their entire site.

Works on your own site too — audit your comparison pages for quality, check co-occurrence patterns, and identify content that may carry risk from search quality updates targeting scaled listicle strategies.

How to Access The QueryBurst Comparison Pages Tool

1. Open a site in QueryBurst
2. Click Site Intelligence in the sidebar
3. Select the Comparison Pages subtab

If no comparison data exists yet, click the extract button to run brand extraction.

Understanding the Interface

Stats Row

View Modes

Toggle between two views:

By Entity:

• Lists every brand/product found across comparison pages
• Shows how many lists each brand appears in and its average position
• Self badge — Marks your own brand
• Product badge — Distinguishes products from brands
• Click Filter to see only pages containing that brand
• Expand a row to see detailed appearances

By Page:

• Lists each comparison page with its title and list type (brands/products/mixed)
• Shows item count per page
• Expand to see the ranked list of brands/products with:
  • Position number
  • Brand name
  • Self/product badges
  • "Best for" designation (if extracted)

Bubble Chart

A visual representation of brand frequency. Bubble size corresponds to mention count. Click a bubble to filter the list to that brand.

When a brand is selected, the chart switches to a co-occurrence view showing which other brands appear alongside the selected one.

Search

Client-side search supporting "exact phrase" and -exclude syntax. Filters both the entity index and page lists.

Interpreting Results

What to Look For

• Competitor programmatic content — A large number of comparison pages may indicate a competitor is mass-producing "best of" content programmatically. This is a common tactic but generally considered low quality by search engines.
• Your brand's representation — Check whether your brand appears in competitor comparison pages and where it ranks. Unfair or inaccurate positioning may warrant action.
• Co-occurrence patterns — Which competitors consistently appear alongside your brand? This affects how AI models associate brands within a category.
• "Best for" designations — What differentiators are being attributed to your brand vs competitors?

Warning Signs

• Very high page count — A site with dozens of templated comparison pages is likely using programmatic generation, which search engines increasingly penalise.
• Low or no self-mentions — If you have comparison pages, your own brand should be included where relevant.
• Consistently low positions — Your brand is being ranked below competitors across multiple pages.
• Inaccurate "best for" claims — Competitors may be misrepresenting your brand's strengths.

Tips

1. Use this as a monitoring tool — Track how competitors position your brand in their comparison content over time.
2. Don't mass-produce comparison pages — A few genuine, well-researched comparison articles are fine, but large-scale programmatic "best of" content is a pattern search engines actively target.
3. Include your own brand in any comparison content you do create, with accurate "best for" qualifiers.
4. Check competitor accuracy — If competitors are misrepresenting your brand in their comparisons, this data helps identify it.
5. Re-extract after crawl updates — Click the refresh button to re-run extraction after your site has been re-crawled.

Technical Details

Brand extraction identifies comparison-style pages during site analysis by detecting list structures, ranked comparisons, and "best of" patterns. Each brand or product mention is extracted with its position and any qualifying attributes. Self-mentions are detected by matching against the site's own brand entity.