The Cliqby Blog

Deep-dives into Amazon algorithms, listing conversions, and modern PPC strategies to scale your e-commerce brand.

Punit Sirse Jul 22, 2025 5 min read

The Myth of Low ACOS: Why a Higher Advertising Cost Can Still Be Profitable

In the world of Amazon PPC (Pay-Per-Click) advertising, ACOS (Advertising Cost of Sale) is often treated as the ultimate measure of campaign efficiency. Many sellers believe a lower ACOS is always better, but this mindset can actually stifle your brand's growth...

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Punit Sirse Mar 30, 2025 4 min read

Mastering Amazon’s A10 Algorithm: A Seller’s Blueprint for SEO Optimization in 2025

Amazon's transition from the legacy A9 search algorithm to the highly sophisticated A10 has fundamentally shifted the rules of marketplace SEO. Discover how to adapt your organic strategies to master catalog rankings and conversions...

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Punit Sirse Jul 22, 2025 5 min read

The Myth of Low ACOS: Why a Higher Advertising Cost Can Still Be Profitable

In the world of Amazon PPC (Pay-Per-Click) advertising, ACOS (Advertising Cost of Sale) is often treated as the ultimate measure of success. Ask any average Amazon seller, and they’ll tell you their primary goal is to drive ACOS as low as possible.

But here is a counter-intuitive reality: an obsession with a low ACOS can actually stall your e-commerce growth, suppress your organic search rankings, and lower your net profits.

The Equation: Why ACOS Doesn't Show the Big Picture

ACOS is calculated by dividing your ad spend by your ad sales:
ACOS = Ad Spend / Ad Sales

While ACOS is perfect for measuring the direct efficiency of a single ad campaign, it ignores the crucial relationship between paid advertising and organic marketplace performance. If you cut ad spend to lower your ACOS, you immediately lower your sales velocity. On marketplaces like Amazon, this reduction in velocity directly signals algorithms to drop your organic search rankings, leading to an overall drop in organic sales.

Enter TACoS: The True E-Commerce Metric

Instead of focusing solely on ACOS, premium agencies track TACoS (Total Advertising Cost of Sale):
TACoS = Ad Spend / Total Sales (Ad + Organic)

Let's analyze two different scenarios to see why this distinction matters:

  • Scenario A: You run highly conservative campaigns. You spend ₹50,000 to generate ₹2,00,000 in ad sales. Your ACOS is an impressive 25%. However, because your sales velocity is low, you only generate ₹1,00,000 in organic sales. Your total sales are ₹3,00,000, making your TACoS 16.6%.
  • Scenario B: You run aggressive campaigns on high-volume discovery keywords. You spend ₹1,50,000 to generate ₹3,75,000 in ad sales, resulting in a higher ACOS of 40%. But because this massive volume spikes your sales velocity, your organic rankings soar, generating ₹6,25,000 in organic sales! Your total sales are now ₹10,00,000, bringing your TACoS down to a highly profitable 15%.

Even though Scenario B had a significantly higher ACOS (40% vs 25%), it delivered over three times the total revenue and achieved a lower, healthier TACoS (15% vs 16.6%).

Strategic Guidelines for E-Commerce Sellers

To move beyond the low-ACOS trap, brands should structure their advertising campaigns into three distinct strategic layers:

  • Product Launch Phase: Expect and accept a high ACOS (often 80%-100%+). Your primary objective here is not immediate profits—it is feeding keyword indexing history and ranking data into the catalog algorithms.
  • Scale & Ranking Phase: Target high-intent, high-volume search terms. Maintaining a moderate ACOS here is acceptable, as long as it continuously pushes up your organic ranking and lowers your overall TACoS.
  • Profitability & Defense: Target branded searches and product-page placements. Here, you should maintain a highly efficient, low ACOS to defend your market share and lock in profits.

Stop treating advertising as a siloed cost center. Start viewing it as a powerful lever to drive organic sales velocity, and let your TACoS guide your brand to sustainable, long-term profitability.

Punit Sirse Mar 30, 2025 4 min read

Mastering Amazon’s A10 Algorithm: A Seller’s Blueprint for SEO Optimization in 2025

Amazon's search engine is the gateway to e-commerce success. For years, the A9 algorithm dictated search rankings, heavily weighting direct PPC advertising sales. However, the rollout of the A10 algorithm has fundamentally changed the rules of e-commerce SEO.

A10 places far greater emphasis on customer search behavior, authentic organic velocity, and off-site traffic, while slightly reducing the relative weight of paid PPC sales. Let's analyze how to optimize your brand for this shift.

The Major Weights of Amazon A10

To rank on page one under the A10 algorithm, sellers must align their strategies with these key ranking factors:

  • Off-Site Traffic: This is one of the single most powerful organic ranking multipliers under A10. Directing clean, external traffic (from Meta ads, Google Search, TikTok, or email newsletters) to an Amazon listing provides a massive organic ranking boost.
  • Organic Sales Velocity: Organic sales (clicks that occur without an "Ad" sponsor tag) hold significantly more weight than PPC-driven sales in the A10 indexing model.
  • Click-Through Rate (CTR) & Conversion Rate (CVR): The algorithm closely monitors user interactions. High-quality main images and competitive pricing that maximize organic CTR and conversions will rapidly push your product up the rankings.
  • Customer Feedback & Account Health: High defect rates, slow fulfillment, or poor reviews will immediately suppress your catalog visibility, regardless of how much you spend on advertising.

Your SEO Blueprint for 2025

To thrive in this new landscape, brands should implement a modern, multi-dimensional search optimization strategy:

1. Optimize for Intent-Match Copy

A10's Natural Language Processing is highly advanced. Avoid keyword-stuffing. Instead, weave high-converting search queries naturally into your title, bullet points, and description, focusing on the core benefits that resolve customer pain points.

2. Build a Diversified Off-Site Traffic Funnel

Don't rely solely on Amazon PPC. Set up external ad campaigns on Meta and Google Search that link directly to your Amazon storefront or product listing. Not only does this drive profitable sales, but it also triggers the A10 algorithm's off-site ranking bonus, lifting your organic rankings across the board.

3. Maximize Visual Conversions

Your main image is the single most important factor driving click-through rates. Invest in high-fidelity, professional product photography and clear, informative A+ Content. High conversions build the organic sales velocity that keeps your product anchored on page one.

Mastering Amazon SEO is no longer about simply outspending your competitors on PPC. By aligning your strategy with the A10 algorithm's focus on authentic organic sales, off-site traffic, and stellar customer experiences, you can secure durable, highly profitable rankings that last.

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