What Metrics Should You Track to Improve Your Product Photography
- Carrington Crothers
- 6 days ago
- 3 min read
What Metrics Should You Track to Improve Your Product Photography and Why It Matters for Ecommerce Sales
Behind everyecommerce brand is more than just a great product. It’s the visual story that converts visitors into buyers and the right data helps you understand why.
Product photography isn’t just about aesthetics event though that is important. It’s about performance. When you track the right image-driven metrics, you gain insight into what’s working, where opportunities lie, and how to increase revenue without guessing.
In this guide, we break down key metrics and frameworks that product-based brands should monitor whether you’re launching a new SKU or optimizing your hero product for Q4.
Why Image Performance Metrics Matter
Your images influence the moment a customer says “Add to Cart.” But without the data, you’re flying blind.
Tracking photo-driven performance metrics allows you to:
Identify best-selling visuals
Increase conversion rates
Reduce return rates
Improve customer trust and satisfaction
Strategically plan your next photoshoot
Good creative helps you stand out. Smart metrics help you scale.
Essential Product Photography Metrics to Track
Here are the most important metrics to measure and what they reveal about your photography's effectiveness.
1. Conversion Rate by Product
Your first benchmark should always be: Do these photos help sell the product?
Track conversion rate at the product page level, especially after a visual update. If the only change made was photography and the conversion rate rises, you’ve got a winning image set.
📊 What to watch: Rising conversions after updating photos of best sellers or new launches.
2. Best Seller Analysis
Your best sellers are your built-in testing ground.
Which product has the highest repeat purchase rate?
Which product brings in the most revenue?
Which images are associated with those top performers?
📷 Use best-seller performance to reverse engineer: What’s visually working? Then apply similar visual strategies to mid-level performers.
3. A/B Testing (Hero Image & Carousel)
Don’t rely on instinct—test your top images. Run A/B tests with different:
Hero shots (image #1 on Amazon or Shopify)
Lighting angles
Background colors
Lifestyle vs. clean product arrangements
🧪 Pro Tip: Changing your hero image on Amazon or your featured image on a product page can increase clicks by up to 20–30%, depending on the category.
4. Return Rate
According to Shopify, 22% of returns happen because the product looks different than the photos.
📉 High return rates? Your images may be misrepresenting texture, size, or color. Audit them for realism and alignment with customer expectations.
5. Customer Review Keywords
Your reviews are full of insight especially when customers comment on:
How the product looked in real life
Whether the photos matched what they received
Packaging presentation (if included in your shoot)
🔍 Extract patterns. If multiple reviewers mention “smaller than expected,” your scale reference photos may need improvement.
6. Image Strengths, Weaknesses, Opportunities, and Threats (SWOT)
Yes, you can run a SWOT analysis on your visual assets:
Strengths: High-performing visuals, strong A+ content, scroll-stopping lifestyle shots
Weaknesses: Missing use-case images, inconsistent branding, confusing scale
Opportunities: Add UGC, introduce seasonal styling, test new props
Threats: Competitors upgrading visuals, changing platform guidelines, outdated formats
🧠 Use this as a quarterly planning tool to evolve your photo strategy.
Finding Your Visual North Star
Just like startups have a “north star metric,” ecommerce brands can benefit from aligning the team around a primary photo performance metric. That might be:
Conversion rate on your hero SKU
Image-driven return rate
Click-through rate on ads featuring your product photography
Revenue from best sellers with optimized images
Whichever you choose, keep it consistent and reassess as your brand grows.
Final Thoughts
Product photography is more than a task to check off. It’s a strategic driver of ecommerce success. By combining creative execution with data-informed decision making, brands can outpace competitors, increase margins, and build stronger trust with every scroll.
Need help identifying which images are working and which are hurting your conversion rate? Join our next Brand Image Review Session or book a 1:1 Image Strategy Call to get tailored, data-backed feedback on your visuals.
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