Last Updated on 12/06/2026
I’ve spent years auditing enterprise retail websites, and when I recently pulled up Sam’s Club’s Ahrefs data, I saw something unusual: a site that tells two very different stories depending on which metric you look at first.
On the surface, organic traffic is up. Dig one layer deeper, and 191,000 organic keywords have vanished in three months. Paid spend has exploded by $306K, while the domain has shed 7,000 referring domains. And non-branded traffic, the lifeblood of organic growth for any retailer, is catastrophically underperforming relative to the keyword count.
This isn’t a simple good-news or bad-news story. It’s a brand at a crossroads, with enough authority to course-correct but a strategic keyword problem that, left unaddressed, will quietly hollow out its organic presence while the paid bill compounds.
Let’s get into the data.
The Headline Numbers
Before diving into the audit, here’s where samsclub.com stands today:
| Metric | Value | Trend |
|---|---|---|
| Domain Rating | 82 | Stable |
| Organic Traffic | 6M | +108K |
| Organic Keywords | 205K | -191K |
| Referring Domains | 24K | -7K |
| Paid Traffic | 3.6M | +3.2M |
| Monthly Ad Spend | $461K | +$306K |
| Traffic Value (Organic) | $1.9M | +$93.5K |
| Top 3 Rankings | 39.9K | +106 |
The contradiction here is the story. Sam’s Club gained 108K organic visitors while simultaneously losing 191,000 keywords. That’s not a typical decline pattern; that’s a mass keyword consolidation event. The pages that still rank are ranking better, but an enormous portion of the site’s keyword footprint has been wiped from the index. At the same time, paid traffic has surged from near zero to 3.6M monthly visits, with the ad budget growing by $306K in just 3 months. The machine is running, but it’s running on increasingly expensive fuel.
Section 1: Domain Authority and Backlink Profile
What the Data Shows
Sam’s Club sits at DR 82, which is a genuinely strong position for retail. The site has 1.3M backlinks across 24,000 referring domains, with an all-time high of 44.7M backlinks from 219K referring domains. This suggests a significant amount of link equity has been shed over time, which is normal at this scale but worth monitoring.
The three-month trend, however, is concerning: referring domains are down 7,000 in the last quarter. That’s not normal attrition; that’s a meaningful erosion of the link profile at a rate that, if sustained, could begin to affect rankings on competitive non-branded queries.
The backlink quality breakdown reveals another issue. Looking at the referring domain quality distribution:
- Followed domains: 19,247 (80.1%)
- Not followed: 4,796 (19.9%)
- Of total backlinks, followed links: 1,066,354 (82.7%)
On quality distribution by UR, the numbers are thin at the top. The site has 1,529 referring pages in the UR 10–19 range, just 118 in the 20–29 range, and virtually no referring pages above DR 50 in terms of quality. There are zero referring domains with UR scores of 70 or above. That means Sam’s Club’s link profile, while large in volume, is heavily weighted toward low-authority sources, a structural weakness that limits how far its DR can translate into ranking power on competitive queries.
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What I’d Do
Launch an aggressive, high-DR link-acquisition campaign immediately. The absence of UR 70+ referring pages is a real gap. Sam’s Club should be earning consistent editorial coverage from Forbes, Business Insider, Consumer Reports, and major financial media outlets. These publications regularly cover warehouse club value comparisons, membership economics, and bulk-buying trends; each is a natural link opportunity that Sam’s Club isn’t fully capturing.
Investigate the source of the -7K referring domain loss. Are these natural link deaths (sites going offline), algorithm-driven devaluations, or active disavow work? The answer changes the response entirely. If it’s organic attrition, the fix is a proactive link-building program. If it’s a penalty-adjacent signal, a backlink audit and targeted disavow pass become urgent.
Build a digital PR calendar around Sam’s Club’s unique angles. Walmart’s ownership, the membership-only model, competition with Costco, and Sam’s Club’s app-first “Scan & Go” experience are all editorial angles that major publications cover. Owning the narrative around those moments drives the kind of branded, high-authority links that simultaneously move DR and build a competitive moat.
Section 2: The Keyword Collapse: What’s Actually Happening
What the Data Shows
Losing 191,000 keywords in three months is extraordinary. To calibrate: Sam’s Club’s current keyword footprint is 205K, down roughly 48% from 3 months ago. If the trend holds, it could rank for fewer than 15,000 keywords by year-end.
But here’s the twist: organic traffic is actually up by 108K. That means the remaining keywords are driving more traffic per keyword than before. This pattern typically indicates one of two things: either Sam’s Club undertook deliberate content pruning (removing thin or low-value pages), or a broad Google algorithm update deindexed a large portion of their URL inventory, particularly thin product and faceted navigation pages, while the authoritative pages held their positions.
Looking at the intent breakdown tells a sharper story:
| Intent | Keywords | Traffic |
|---|---|---|
| Branded | 125.7K | 5.6M (+104.6K) |
| Non-branded | 79.4K | 419.1K (+3.1K) |
| Informational | 179.3K | 5.8M (+81.8K) |
| Navigational | 3.8K | 1.1M (-106K) |
| Commercial | 173.8K | 5.3M (+102.1K) |
| Transactional | 104.6K | 1.7M (-82.8K) |
| Local | 33.4K | 340.2K (+27.6K) |
Two data points stand out as red flags. First, transactional traffic is down 82.8K, bottom-of-funnel visits with direct purchase intent, and losing them has a disproportionate revenue impact compared to equivalent informational traffic losses. Second, navigational traffic is down 106K, which is unusual. Navigational queries are typically bulletproof for branded retailers, especially when people search for the site by name or for a specific section. Losing navigational traffic suggests either technical indexing issues or a structural change to the site that broke previously ranking URLs.
What I’d Do
Cross-reference the keyword drop date with the Google algorithm update history. If the 191K keyword loss aligns with a specific core or helpful content update, the fix becomes much clearer. A content quality audit focused on the exact page types that disappeared from rankings (likely thin product pages and faceted navigation URLs) would reveal the precise remediation path.
Prioritize recovering transactional keywords above all else. Transactional queries “buy [product] at Sam’s Club,” “[product] Sam’s Club price,” “Sam’s Club [category]” are where revenue lives. Every position recovered on a transactional keyword has a compounding ROI that informational recovery simply cannot match. Build a recovery sprint around pages currently sitting in positions 4–15 on transactional queries.
Investigate the decline in navigational traffic using a technical crawl. Navigational traffic doesn’t just disappear. Run a Screaming Frog audit focused on key navigational landing pages, check for canonicalization issues, redirect chains, or indexation problems. If Sam’s Club recently underwent a site redesign or URL restructure, that’s likely the culprit.
Section 3: The Non-Branded Traffic Problem
What the Data Shows
This is the most structurally damaging data point in the entire audit, and it’s easy to overlook when overall traffic is flat or rising.
Sam’s Club has 79,400 non-branded keywords generating just 419,100 monthly visits. That’s an average of roughly 5 visits per keyword. Compare that to branded keywords: 125,700 keywords generating 5.6 million visits, or roughly 44 visits per keyword.
Non-branded keywords offer an opportunity to reach shoppers who don’t already have Sam’s Club in mind, including those searching for “bulk dog food,” “cheap TVs near me,” “best tire deals,” or “warehouse club near me.” Those searchers can become first-time members. They represent pure acquisition traffic. And Sam’s Club’s current non-branded performance is generating a tiny fraction of what it should, given its keyword count.
The practical implication: Sam’s Club is almost entirely dependent on people who already know it exists to drive its organic traffic. That’s a retention and loyalty engine, not a growth engine.
What I’d Do
Pull every non-branded keyword ranking between positions 8 and 25 and run an immediate optimization sprint. The goal is to move the average position on these terms from the second page to the top 5. That means rewriting title tags to improve click-through rate, deepening content to address full search intent, improving internal linking to these pages, and adding schema markup. Even moving 15% of those keywords from position 15 to position 5 would add hundreds of thousands of monthly visits.
Build non-branded category content that competes on generic retail queries. Terms like “best bulk protein powder,” “cheap patio furniture sets,” and “bulk paper towels price comparison”: Sam’s Club has the products and the pricing to dominate these queries, but it clearly lacks the content infrastructure. A dedicated buying-guide and comparison-content program would directly address this gap.
Use Sam’s Club’s membership pricing as a content differentiator. Most generic product queries are dominated by publishers and aggregators. Sam’s Club has a unique hook: actual wholesale pricing that is demonstrably lower than retail for hundreds of categories. Content that leads with “Sam’s Club vs. retail price for X” will outperform generic buying guides because it offers something those guides can’t: real member pricing data.
Section 4: The Paid Traffic Surge, A Growing Dependency
What the Data Shows
Paid traffic has gone from negligible to 3.6 million monthly visits in three months, with a monthly ad spend of $461,000, up $306K from the last quarter alone.
Sam’s Club is now generating more than half as much traffic from paid ads as from organic search. When you compare the organic traffic value ($1.9M) against the paid spend ($461K/month), the math looks reasonable on the surface, but that framing is misleading. Organic traffic value represents what that traffic would cost if purchased via ads. Paid traffic disappears the moment the budget does. And a paid budget that grows by $306K in a single quarter is a trend, not a one-time event.
The deeper question: is Sam’s Club using paid as a growth lever, or as a pressure valve to compensate for the 191K keyword losses? If it’s the latter, the paid bill will keep growing as organic continues to shed keywords.
What I’d Do
Map every top-paid keyword against Sam’s Club’s current organic position. For every query where Sam’s Club is buying a top-3 ad position but ranks organically below position 8, that’s a priority SEO target. Closing those gaps reduces paid spend on a query-by-query basis in a measurable, finance-friendly way.
Set a clear 12-month KPI: reduce paid dependency by 20% through organic recovery. This frames SEO as a cost-reduction initiative, language that resonates at the budget level far more than rankings or traffic metrics alone. For Sam’s Club, moving 720,000 monthly visits from paid to organic would save approximately $90,000+ per month at current CPC rates.
Audit which paid keywords have conversion data supporting the spend. Not all of the 1.8K paid keywords are equal. Some are driving membership sign-ups. Others may be brand defense plays. Understanding which paid keywords could be replaced by organic rankings and which genuinely require paid coverage is the foundation of a smart budget reallocation plan.
Section 5: AI Search Visibility, A Fragmented Picture
What the Data Shows
Sam’s Club’s AI citation profile shows a stark split between legacy platforms and emerging ones:
| Platform | Citations | Trend |
|---|---|---|
| AI Overviews | 7.2K | -2.5K |
| ChatGPT | 1.4K | -349 |
| Gemini | 2.3K | -488 |
| Perplexity | 1.1K | -232 |
| Copilot | 8.2K | +4.1K |
| Grok | 19.9K | +19.9K |
The pattern is unmistakable. Sam’s Club is losing visibility on the platforms that matter most, Google AI Overviews, ChatGPT, Gemini, and Perplexity, while picking up citations on Copilot and Grok, which currently represent a smaller share of consumer shopping queries.
The Google AI Overviews loss of 2,500 citations is the most commercially significant. AI Overviews now appear on a significant share of commercial and comparison queries, exactly the kind of searches where Sam’s Club needs to be present to reach new members. Losing 2,500 of those appearances means fewer zero-click brand touchpoints on the queries that drive consideration.
The Grok gain of 19.9K citations appears large, but Grok is primarily used by Twitter/X’s user base and has limited penetration in shopping research workflows, where most membership decisions occur.
What I’d Do
Optimize specifically for Google AI Overview inclusion on membership and comparison queries. AI Overviews tend to surface content that directly and concisely answers a question. For queries like “Is Sam’s Club membership worth it?”, “Sam’s Club vs. Costco, which is better?” and “What do you get with a Sam’s Club Plus membership?” Sam’s Club should have well-structured, authoritative pages that answer these questions more completely than any third-party publisher. Right now, those queries are likely being won by Consumer Reports, NerdWallet, and similar sites.
Implement FAQ and Product schema across the top 500 pages. Structured data signals to both Google and AI platforms that Sam’s Club’s content is organized, authoritative, and machine-readable. At scale, this is one of the highest-ROI technical improvements available, particularly for AI citation recovery.
Build entity-rich content that clearly defines Sam’s Club’s identity for AI platforms. AI systems build brand understanding from structured content across the web. Sam’s Club should have comprehensive, internally linked content explaining its membership tiers, exclusive brands, Scan & Go technology, and its relationship with Walmart, not as marketing copy, but as genuinely useful reference content that AI platforms will pull from when answering questions about the brand.
Section 6: The Competitor
What the Data Shows
Sam’s Club’s top five organic competitors reveal the scale of the gap it faces:
| Competitor | Common Keywords | Competitor’s Total Keywords |
|---|---|---|
| costco.com | 44,405 | 430,210 |
| bjs.com | 12,277 | 38,392 |
| kroger.com | 21,935 | 308,956 |
| walmart.com | 114,500 | 5,093,661 |
| instacart.com | 11,829 | 345,238 |
Three things stand out immediately.
Walmart’s dominance is extraordinary. Walmart.com ranks for 5 million keywords, roughly 24 times Sam’s Club’s current footprint. They share 114,500 keywords, meaning Sam’s Club is competing on barely 2.1% of Walmart’s total keyword universe. For a brand owned by Walmart, this represents either a deliberate strategy to keep the two domains separate or a massive missed opportunity to leverage brand equity to build content authority.
Costco is the most relevant benchmark. Costco ranks for 430,210 keywords, more than twice Sam’s Club’s 205K. They share 44,405 keywords, so Sam’s Club is roughly at parity with Costco on their shared territory, but Costco has built a significantly larger non-overlapping keyword footprint. That gap represents the category and informational content Sam’s Club hasn’t yet built.
BJ’s Wholesale, the smallest competitor, is the most beatable. BJ’s has only 38,392 total keywords, and Sam’s Club already dwarfs it. But the 12,277 shared keywords show that BJ’s is still ranking for a meaningful share of warehouse-club queries. Sam’s Club should be dominating BJ’s on every shared keyword and any gap is a quick win.
What I’d Do
Run a full content gap analysis against Costco immediately. Filter for keywords where Costco ranks in positions 1–10 and Sam’s Club ranks in positions 6–20 or not at all, with commercial or transactional intent and 5,000+ monthly volume. That list becomes the 6-month content roadmap.
Build dedicated content for the Costco comparison queries. Searches like “Sam’s Club vs Costco,” “Is Costco or Sam’s Club cheaper?”, and “Sam’s Club vs Costco membership comparison” are high-intent, high-conversion queries where Sam’s Club should have a definitive answer. Currently, those searches are won by third-party publishers, meaning Sam’s Club pays nothing and gets nothing when a potential member makes that decision. A comprehensive, regularly updated comparison page, authored by Sam’s Club, should dominate those queries.
Use the Walmart keyword gap strategically. 5 million Walmart keywords represent a potential feeder audience. Sam’s Club could capture Walmart comparison traffic with content that converts Walmart shoppers into Sam’s Club members, such as “bulk alternatives to Walmart,” “Walmart vs Sam’s Club prices,” and “Sam’s Club Walmart membership discount.” This is one of the most unique competitive advantages available to any brand: the parent company’s search traffic is a potential conversion audience.
Section 7: Geographic Traffic, An Almost Entirely US Story
What the Data Shows
Sam’s Club’s traffic is almost entirely domestic, which makes sense given the business model:
| Location | Traffic | Share | Keywords |
|---|---|---|---|
| United States | 5.9M | 99.0% | 201.3K (-172.8K) |
| Puerto Rico | 17.5K | 0.3% | 857 |
| Canada | 10.8K | 0.2% | 1.5K |
| Malaysia | 4.7K | <0.1% | 87 |
| Mexico | 4.1K | <0.1% | 1.1K |
The US keyword loss of 172,800 keywords in three months is the single most alarming number in this dataset. That’s the bulk of the 191K total keyword decline, concentrated entirely in the primary market. It confirms this is a domestic SEO event, not a global technical issue.
The US still drives 5.9M monthly organic visits, up 104.9K, so the remaining keyword portfolio is performing well. But losing that many keywords in the primary market means Sam’s Club has a significantly smaller search footprint heading into whatever period follows.
What I’d Do
Treat the US market as a full SEO recovery project, not a maintenance task. The scale of keyword loss requires a structured response: a dedicated content audit, a technical SEO sweep, and a link-building initiative all running in parallel over the next 90 days.
Optimize aggressively for local search on the US side. Sam’s Club has 600+ warehouse locations across the US. Local traffic is up by +27.6K, making it the only intent category showing meaningful growth. Every Sam’s Club location should have a fully built-out location page with unique content, structured data (LocalBusiness schema), a consistent Google Business Profile, and local inventory integration. There are hundreds of quick-win ranking opportunities in local search that the warehouse model is uniquely positioned to capture.
Section 8: Technical SEO Considerations
Based on the data patterns, particularly the scale of keyword loss and the disconnect between keyword count and traffic, here are the technical areas I’d prioritize in a full audit:
Faceted Navigation and URL Bloat. With a warehouse retail site, faceted navigation (filtering by brand, size, price range) generates thousands of near-duplicate URLs. Without proper canonical tags, these pages can compete with each other in the index and consume crawl budget on pages that will never meaningfully rank. Given the 191K keyword loss, a significant portion of what was “lost” may have been these low-value URLs being appropriately deindexed, but verifying that requires a technical crawl.
Core Web Vitals at Warehouse Scale. Sam’s Club’s product catalog pages likely feature heavy image loads, third-party scripts, and dynamic pricing. Any LCP performance issue on category or product pages, the highest commercial-value pages on the site, compounds across thousands of URLs. A crawl-based CWV audit focused on the top 500 traffic-driving pages would identify the highest-impact fixes.
Internal Link Equity Distribution. DR 82 is strong, but link equity needs to reach the right pages to translate into rankings. If the homepage authority isn’t flowing efficiently to category pages, which are the commercial engine of the site, Sam’s Club is leaving ranking power on the table. A link equity audit would reveal whether the site architecture supports or undermines the commercial keyword targets.
Crawl Budget Optimization. At 205K ranking keywords and a URL inventory that likely runs into the millions (products, variants, filtered pages, paginated sets), Googlebot is making constant choices about what to crawl. Ensuring that crawl budget is directed toward high-value pages and away from thin, duplicate, or parameter-generated URLs is foundational hygiene at this scale.
Mobile-First Indexing for a Mobile-First Audience. With 99% US traffic and Sam’s Club’s Scan & Go app driving significant in-store engagement, mobile performance isn’t just an SEO consideration; it’s a brand experience issue. Any friction in the mobile browsing or account management experience directly affects both conversion and the behavioral signals that influence rankings.
The 90-Day Action Plan
Days 1–30: Diagnosis and Triage
- Cross-reference the 191K keyword loss against Google Search Console data to pinpoint the exact drop date and correlate it with known algorithm updates.
- Pull all US keywords that disappeared and categorize by page type (product, category, blog, location) to identify where the loss is concentrated.
- Run a full technical crawl to identify canonical issues, redirect chains, and faceted navigation problems.
- Begin title tag and content optimization for all transactional keywords currently ranking positions 4–15.
- Audit Core Web Vitals across the top 500 pages by organic traffic.
Days 31–60: Content and Link Strategy
- Launch a content gap analysis against Costco and build a priority keyword list filtered for commercial intent and a monthly volume of 5K+.
- Publish or update Sam’s Club vs. Costco comparison pages targeting the highest-volume comparison queries.
- Begin digital PR outreach targeting 10–15 high-DR publications for editorial backlink coverage.
- Optimize all 600+ location pages with unique content, LocalBusiness schema, and GBP alignment.
- Map the top paid keywords against organic rankings and identify crossover targets for organic displacement.
Days 61–90: AI Visibility and Architecture
- Implement FAQ and Product schema across the top 500 pages as a priority for AI Overview citation recovery.
- Audit internal link structure and ensure commercial category pages receive appropriate equity from the homepage.
- Publish 10–15 pieces of entity-rich, AI-optimized content addressing membership, pricing, and competitive comparison queries.
- Resolve faceted navigation canonical issues and submit updated sitemaps.
- Review crawl budget directives and implement robots.txt and noindex rules for low-value parameter pages.
Final Verdict
Sam’s Club has a genuinely strong SEO foundation. DR 82, 24,000 referring domains, 6 million monthly organic visits, and nearly 40,000 top-3 rankings are numbers most retail websites would be satisfied with. The paid strategy is working in the short term.
But three issues demand attention before they compound into something harder to reverse.
The 191,000 keyword loss is the most urgent. Even if a portion of it was strategic pruning, losing nearly half a site’s keyword footprint in three months leaves it structurally more exposed to future algorithm shifts. The recovery path exists: content gap analysis against Costco, transactional keyword optimization, and technical cleanup, but it requires coordinated execution, not incremental patching.
The underperformance of non-branded traffic is the most strategically limiting issue. Five visits per non-branded keyword, compared with 44 per branded keyword, tells you Sam’s Club’s organic presence is almost entirely a loyalty reinforcement mechanism rather than a member-acquisition engine. For a subscription-based business where new-member growth is the primary commercial objective, that’s the wrong SEO profile.
The paid dependency trend is the most financially risky. A $306K monthly increase in ad spend over one quarter, on top of a declining keyword base, is the beginning of a pattern that becomes increasingly difficult to break. The window to reduce paid dependency through organic investment is open now, but it narrows with every quarter that paid budgets grow.
The infrastructure is strong. The strategy needs to catch up.
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