Getting buy-in is a make-or-break moment for all SEO’s out there. If you’re lucky enough to control all the SEO metadata and have access to developers or systems where you don’t need to plead for approval, you typically need to show them a business case.
I’ll admit I wouldn’t consider myself the best in biz when it comes to mad men-ing (that’s a thing, right?) SEO opportunities while I’m showered with ooo’s and aaah’s.
Get to the point, Zain (ok ok ok!)
SEO Opportunity Analysis for E-Commerce
I used this to reshape the SEO team priorities when I managed the SEO team at Home Depot.
Formula:
Search Volume × CTR (for position 1) = Estimated Visits per Month
Estimated Visits × Revenue per Visit (RPV) = Monthly Organic Revenue
Monthly Revenue × 12 = Annual Organic Revenue Opportunity
This is very simple but very effective for people who aren’t savvy marketers or SEO’s. People respond to revenue opportunities to at least understand what it translates to for their business.
Example of an Opportunity:
First, pick a category from your site.
Let’s say, we’re Mec.ca
We want to focus on our Climbing Shoes category

We’re not ranked number 1, but we want to communicate with our stakeholders, merchants, or bosses. “As part of our Q2 optimizations, we want to spend our time and resources here.”
We use the formula.
- Search Volume for “climbing shoes” = 5,400/month
- CTR for position 1 (from our GSC data) = 16%
- RPV = $0.90
That gives us:
- 10,000 × 25% = 2,500 visits/month
- 2,500 × $2.30 = $$1,992.09/month
- $1,992.09 × 12 = $$23,905.04/year
That’s $23.9K in organic annual revenue from one keyword.
Now, imagine expanding this to 30–50 keywords in the climbing category. You’re no longer just asking for SEO resources—you’re showing the cost of not ranking.

Here’s a closer look at the file. Feel free to make a copy and expand on the template from there!
Make It More Accurate with Real CTR Data!
No need to rely on generic CTR studies if you have Google Search Console Data. Now that we gett 16 months of data from GSC you can create your own CTR study *jazz hands*
Compare your CTR against categories, benchmark across branded vs. non-branded search terms. This takes tailors your message and makes it so much more persuasive.
If you’re a new company, or don’t have historical data, then you can use the Advanced Web Rankings CTR tool.

Where could you take this SEO Opportunity (to the Moon!)
All kidding aside, explaining the revenue impact of SEO is critical to get buy-in. The days of showcasing total search volume as a metric are dwindling, and with the rise of AI, people have little excuse to come up with better ideas to showcase impact.
Ideas to take it further
- Add Margin Data: Partner with your merchandising or finance team. A $27K opportunity at 5% margin isn’t the same as $27K at 50%.
- Incorporate Paid Search Costs: Show how much it would cost to get that traffic via paid. This helps stakeholders feel the pain of spend vs. SEO investment. This classic post by Seer Interactive still holds up.
- Build an Opportunity Scorecard:
- Factor in:
- Keyword rank (page 2 vs. top 10)
- Monthly Search Volume
- Margin
- CPC
- Strategic Priority
- Factor in:
- Then assign weight and calculate a composite score to help prioritize SEO work.
Final Thoughts
Explaining the revenue impact of SEO is critical to earning trust, resources, and traction. The era of pitching SEO using search volume alone is fading fast. With tools like GSC, GA4, and AI on the rise, we now have no excuse not to model business value.
Hope this gave you a few ideas—or at least helped you think differently about framing SEO opportunities.
I hope this helped a little or got your gears turning for other ideas! Feel free to drop me a line via LinkedIn if you’d like to chat further!