How to Analyze Competitor Backlinks for E-commerce Opportunities

Analyzing competitor backlinks shows you which publishers, roundups, and review sites already link to similar products. You examine where competitors appear, identify the pages that drive referral traffic, and pitch those same publishers to feature your products.

Pull competitor backlink data

Start by listing 3 to 5 direct competitors who sell similar products at a similar price point. Use a backlink analysis tool (Ahrefs, SEMrush, Moz, or Majestic) to export their backlink profiles. Focus on followed links from the past 12 months to see current, active placements.

Filter the export by domain rating or authority score to remove low-quality directories and spam. Set a minimum threshold (DR 30+ for Ahrefs, DA 20+ for Moz) to keep only links that could send traffic or signal trust.

Export the results as a spreadsheet with columns for linking domain, linking page URL, anchor text, and link type. You need the specific page URL, not just the domain, because one site may publish dozens of different roundups.

Identify high-value link types

Sort the backlink list by link type and page content. The most valuable placements for e-commerce are:

• Product roundups and buying guides: Articles titled "best [product category]" or "top [number] [products] for [use case]." These pages rank for buyer keywords and drive purchase-intent traffic.
• Comparison pages: Head-to-head reviews comparing two or three brands, or charts comparing features across multiple products.
• Category resource pages: Evergreen guides that recommend tools, gear, or products within a niche ("essential camping gear," "beginner skincare routine").
• Affiliate review sites: Independent sites that monetize through affiliate commissions and update their recommendations regularly.
• Niche blogs and creator sites: Bloggers, YouTubers, and influencers who review products or create gift guides and seasonal lists.

Remove one-time PR mentions, generic brand profiles, and links from the competitor's own blog or partner sites. You want independent third-party placements.

Check ranking and traffic potential

Take the linking page URLs and run them through a keyword research tool or SERP checker. Look up what keywords each page ranks for and the estimated monthly search volume. A roundup that ranks on page one for "best protein powder" is far more valuable than one buried on page five.

Use a traffic estimation tool (SimilarWeb, Ahrefs Site Explorer, or SEMrush Traffic Analytics) to estimate monthly visits to the linking domain. Prioritize pages on sites with steady organic traffic. A placement on a dead blog provides no referral visitors.

Check if the page is recent or regularly updated. Pages last modified within the past six months are more likely to accept new products. Outdated roundups from 2019 may still link to competitors but rarely get updated.

Group opportunities by publisher type

Organize your filtered list into categories:

• Active affiliate sites: Publishers who use affiliate links and update their content regularly. They have a financial incentive to test and feature new products.
• Editorial review sites: Larger publications with dedicated review teams (Wirecutter-style sites, niche magazines, trade publications). These require product samples and a formal pitch.
• Independent bloggers and creators: Solo operators who write buying guides or create video reviews. Often open to partnerships, samples, or affiliate commissions.
• Retailer and marketplace content: Buying guides published by retailers (Amazon's "Our Picks," Target's gift guides). Harder to access but worth noting.

Within each category, rank opportunities by domain authority, traffic, and relevance to your product.

Research the contact and pitch angle

For each target page, find the author, editor, or site owner. Check the article byline, the site's "About" or "Contact" page, LinkedIn, or use a tool like Hunter.io to locate email addresses.

Read the page carefully to understand the selection criteria. Does the author prioritize price, performance, ingredients, sustainability, or user reviews? What products are currently featured, and why? Tailor your pitch to match the page's focus.

Note if competitors are listed as affiliate links, disclosed partnerships, or sponsored placements. If the page uses affiliate links, you can offer an affiliate commission. If placements are sponsored, you may need to budget for a fee. If the coverage is purely editorial, your pitch must focus on what makes your product a better fit than the current recommendations.

Build your outreach list and pitch

Compile a spreadsheet with columns for target page URL, publisher name, contact name, contact email, link type, traffic estimate, and pitch angle. Prioritize the top 20 to 30 opportunities based on relevance and traffic potential.

Write a short, specific pitch for each target. Reference the exact article, explain why your product fits ("Your guide recommends [competitor], but our product offers [specific advantage]"), and offer what the publisher needs: a product sample, affiliate commission, high-resolution images, or brand information.

Services like SerpVine handle this process by identifying ranking pages, locating publisher contacts, and managing outreach to get e-commerce brands featured in buyer guides and product roundups.

Send pitches in small batches and track responses. Follow up once after one week if you receive no reply. If a publisher declines, ask if they accept samples for future updates or if they have other relevant pages.

Monitor placements and repeat the process

Once you secure a placement, add the page to a monitoring list. Set up a backlink alert in your SEO tool to notify you when the link goes live. Track referral traffic in Google Analytics using UTM parameters if the publisher agrees to use them.

Revisit competitor backlink profiles every quarter. New placements appear as competitors launch products, seasonal guides get published, and sites update their recommendations. Repeat the analysis to find fresh opportunities and maintain your presence in high-traffic roundups.