Precision at Scale:
How Programmatic SEO Boosted Performance for Size-Specific Product Pages
+27%
increase in clicks
3.22M
impressions in
3 months
143
product pages
in top 5 results
10,000+ SKUs. One scalable SEO strategy. Real revenue gains.
The Problem: 1,000s of PDPs. Same Template. No Rankings.
This ecommerce brand in the home and HVAC space had thousands of air filter SKUs, but their size-specific pages weren’t showing up where it counted.
It’s a familiar issue we uncover:
Lots of products, but they’re not optimized to be found—or to convert.
Keyword mapping revealed high-volume searches like “20x25x4 air filter” and “16x25x4 furnace filter” with weak or missing landing pages. With 10,000+ product variations and a custom CMS that limited manual updates, a one-by-one fix wasn’t feasible.
The opportunity? Apply programmatic SEO updates across high-priority, size-specific pages to boost visibility, engagement, and revenue, without a full-site overhaul.
The Fix: Programmatic SEO Built to Scale (and Convert)
- Added horizontal (similar sizes, different thickness) and vertical (similar thickness, different sizes) product-to-product linking across all products
- Fixed major on-page elements and established a heading hierarchy
- Added critical product info (SKUs, dimensions, thickness)
- Converted image-only data into indexable HTML
- Wrote 100+ product-specific FAQs deployed dynamically across PDPs to boost search relevance and support zero-context shoppers
These updates made each page more searchable, more informative, and better connected.
The Results: Increased Rankings. Increased Revenue.
Growth in Organic Traffic + Visibility
- +27% increase in clicks
- +33% increase in impressions
- 3.22M total impressions over the past 3 months
- 143 air filter size pages now ranking in the Top 5


Significant Keyword Position Gains
Size-specific terms saw significant lifts:
- 16x25x1 air filter → position 11 (+6) – 3,600 volume
- 20x25x4 furnace filter → position 10 (+19) – 1,400 volume
- 18x24x1 air filter → position 12 (+8) – 900 volume
- Multiple new top 15 rankings for previously unranked terms like
- 20x30x1 → position 11 – 2,100 volume
- 16x25x4 → position 7 – 2,000 volume
Real Ecommerce Revenue (Increase From April to June)
- /air-filter-sizes/12x15x1: $0 → $4,236. 23
- /air-filter-sizes/34x10x1a: $0 → $1,049.30
- /air-filter-sizes/20x30x2: $52.40 → $1065.66
- /air-filter-sizes/20x54x4: $239.97 → $701.26
Multiple other size pages driving revenue between $900–$1,000+

This wasn’t theoretical visibility—it was high-intent traffic that converted.

Takeaway: SEO Wins Without the Rebuild
10,000+ PDPs, one strategic SEO rollout. With no redesign and no drawn-out content production, this brand achieved measurable growth: +27% in clicks, 33% in impressions, and thousands of dollars in new ecommerce revenue.
That’s what smart, scalable SEO looks like.
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