What are the best modifier words to use when filtering Amazon's keywords?

Three modifiers that reliably produce low-competition, high-purchase-intent results: 'buy' (buy men's socks, buy trail running shoes — explicit bottom-of-funnel intent), 'sale' (men's shorts sale, women's yoga pants sale — price-conscious shoppers ready to purchase), and 'shop' (shop men's activewear online — active browsing intent). Filter for any one of these three in Ahrefs to find the keyword variants Amazon ranks for but doesn't fully optimize for.

Why does Amazon rank for these long-tail keywords in positions 6–8 instead of 1–3?

Amazon doesn't optimize individual category pages for long-tail modifier keywords. Its category pages are optimized for the head term ('men's socks'), and the modifier variants ('men's socks on sale,' 'buy men's socks') rank as a byproduct of the page's general authority — not because Amazon deliberately targeted them. Because Amazon isn't specifically optimized for these modifier keywords, a Shopify brand that does optimize specifically for 'men's socks on sale' can outrank Amazon for that specific term even with a fraction of Amazon's domain authority.

How long does it take to rank using this strategy versus the head term?

Significantly faster. A brand targeting 'men's socks' (KD 36, requiring ~50 backlinks according to Ahrefs) might wait 12–18 months to crack page one. The same brand targeting 'men's socks on sale' (KD 1) or 'men's shorts sale' (KD 11) can rank on page one within weeks to months with minimal backlink investment. The trade-off: lower search volume. But early organic revenue from lower-competition keywords funds the link building needed to eventually rank for the head terms.

How to Steal Traffic from Amazon, Target, and Walmart with Shopify SEO

Why Marketplaces Dominate — and Where They're Weak

Amazon, Walmart, and Target rank at the top of product searches for three reasons: an enormous backlink profile that no Shopify brand will match anytime soon, massive traffic volumes that signal authority to Google, and a constant stream of fresh user-generated content in the form of product reviews. These advantages make the head terms — "men's socks," "yoga pants," "trail running shoes" — effectively unreachable for most Shopify brands on a 6–12 month timeline.

But marketplaces don't optimize every keyword they rank for. Their category pages are built around the head term. The modifier variants — "men's socks on sale," "buy trail running shoes," "men's shorts clearance" — rank as a side effect of the page's general authority, typically sitting in positions 6–8 where they generate minimal traffic for the marketplace. Nobody at Amazon is thinking about "men's socks on sale" as a keyword to optimize for. That's the gap.

The Ahrefs Process: Path Mode and the Modifier Filter

Search the target head term in Google and copy the URL of the marketplace page ranking #1 or #2. Go to Ahrefs Site Explorer and paste that URL — but critically, change the mode from Domain to Path. Domain mode would analyze the entire amazon.com or walmart.com domain with hundreds of millions of keywords. Path mode restricts the analysis to that specific category page's rankings — typically 50–200 keywords, all directly relevant to the product category being researched.

Click Organic Keywords. Add an Include filter for the words buy, sale, and shop — set the condition to "Any" not "All." The Any setting finds keywords containing at least one of the three modifiers. The All setting would require all three words to appear in the same keyword, which produces nothing useful.

The filtered results now show the long-tail modifier keywords that the marketplace ranks for but doesn't specifically optimize for. Scan for keywords with at least 100 monthly searches and keyword difficulty under 20. Those are the targets.

The Real Numbers: Men's Socks and Men's Shorts

The worked example from the video makes the gap concrete. "Men's socks" — 29,000 searches per month, keyword difficulty 36, requires approximately 50 backlinks to rank according to Ahrefs. Timeline for a new brand: 12–18 months to page one. "Men's socks on sale" — 500 searches per month, keyword difficulty 1. Timeline: weeks to months. Same product. Same shoppers. One requires 18 months of sustained link building; the other is achievable before the next quarter's revenue report.

"Men's shorts" is even more dramatic. The SERP is dominated by Amazon, Macy's, PacSun, and Nordstrom. Keyword difficulty in the high 50s. Reaching page one is a multi-year project for a new brand. "Men's shorts sale" — 2,400 searches per month, keyword difficulty 11. That's not a trivial amount of traffic. At a 2% conversion rate with a $60 AOV, a #1 ranking for "men's shorts sale" produces roughly $2,880 in monthly revenue from a keyword that can be ranked for with a small fraction of the investment required for the head term.

Optimizing the Page for the Modifier Keyword

Once the winning modifier keyword is identified, the optimization process is identical to any other collection page: keyword in the URL slug, meta title, meta description, page title/H1, H2 subheadings where relevant, image alt text, and naturally throughout the page copy. No new process to learn — it's the same framework applied to a more achievable keyword.

The strategic question is whether the modifier keyword gets its own dedicated subcollection page or whether the main collection page gets optimized for the modifier keyword. For brands with enough products to support a subcollection (a "men's socks on sale" page with multiple discounted options), a dedicated subcollection page is the right approach — it captures the modifier traffic without competing with the main collection page targeting the head term. For brands with fewer products, optimizing the main collection page for the modifier keyword and targeting the head term as a secondary keyword is a workable near-term approach.

Frequently Asked Questions

Can a Shopify brand outrank Amazon for the same keywords?

Not for head terms quickly — Amazon's DR 95+ domain authority makes those unreachable on a reasonable timeline. But for long-tail modifier keywords ('men's socks on sale,' 'buy trail running shoes'), Amazon ranks in positions 6–8 rather than 1–3, meaning smaller sites can outrank them for these specific terms with significantly fewer backlinks.

What are the best modifier words to filter by?

Three that reliably produce low-competition, high-purchase-intent results: 'buy' (explicit bottom-of-funnel intent), 'sale' (price-conscious shoppers ready to purchase), and 'shop' (active browsing intent). Filter for Any one of these three in Ahrefs to find the keyword variants Amazon ranks for but doesn't fully optimize for.

Why does Amazon rank for these keywords in positions 6–8 instead of 1–3?

Amazon doesn't optimize individual category pages for long-tail modifier keywords. Its pages are optimized for the head term — the modifier variants rank as a byproduct of general page authority. Because Amazon isn't specifically optimized for 'men's socks on sale,' a Shopify brand that specifically targets that keyword can outrank Amazon for it even with a fraction of Amazon's domain authority.

How long does it take to rank using this strategy?

Weeks to months for KD 1–11 modifier keywords vs. 12–18 months for head terms at KD 36–54. The trade-off is lower search volume — but early organic revenue from modifier keywords funds the link building needed to eventually rank for the head terms.

Should this strategy replace targeting the head term?

No — supplement it. Optimize the main collection page for the head term as the long-term target. A subcollection page (or the main collection for new brands) targets the modifier keyword for near-term traffic. As domain authority grows through link building, both pages rank for progressively more competitive keywords.

Why Marketplaces Dominate — and Where They're Weak

The Ahrefs Process: Path Mode and the Modifier Filter

The Real Numbers: Men's Socks and Men's Shorts

Optimizing the Page for the Modifier Keyword

Frequently Asked Questions

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