When someone says "we're hitting 1.2% CTR," the meaningful question is "in what category." 1.2% CTR is a strong number in furniture, an average number in apparel, and a weak number in beauty. The same applies to CPA, ROAS, and frequency. Generic benchmarks mislead more than they help; category-specific benchmarks are how teams set realistic targets and identify performance gaps that deserve attention.
This benchmark dataset is drawn from AdRiseLab's 380-account customer base across 12 DTC categories, covering the last 90 days of Meta spend at time of publication (March-May 2026). All numbers are medians within each category, not averages, to dampen outlier impact. All numbers are prospecting performance, not retargeting.
Beauty And Personal Care
Median CTR: 1.6-2.4%. Median CPA: $18-32. Median CPM: $14-22. Dominant formats: UGC creator review (35% of top performers), founder-led selfie (15%), before/after demonstration (20%), product close-up with text overlay (15%), studio lifestyle (15%). Why this profile: beauty buyers respond strongly to social proof and visible transformation. UGC delivers both; studio rarely delivers either. For the full breakdown — sub-category medians for skincare, makeup, fragrance and haircare, plus CPA by AOV tier and the month-by-month CPM index — see the beauty & cosmetics Meta ads benchmarks.
Supplements And Wellness
Median CTR: 1.4-2.2%. Median CPA: $22-38. Median CPM: $16-24. Dominant formats: Founder-led "why I built this" (30%), UGC creator review (25%), science explainer (15%), customer testimonial carousel (15%), product + ingredient close-up (15%). Why this profile: trust is the binding constraint. Founder credibility and creator authenticity drive most of the performance.
Apparel And Accessories
Median CTR: 1.0-1.8%. Median CPA: $26-52. Median CPM: $11-19. Dominant formats: UGC outfit/try-on (35%), lifestyle photography carousel (25%), product close-up with styling tips (15%), creator-driven Reels (15%), studio editorial (10%). Why this profile: visual desire dominates. Lifestyle context and creator styling carry more weight than copy.
Furniture And Home
Median CTR: 0.6-1.2%. Median CPA: $48-95. Median CPM: $9-16. Dominant formats: Lifestyle room shots (30%), 360°/multi-angle carousel (20%), before/after room transformation (20%), customer-home UGC (15%), product detail static (15%). Why this profile: high-consideration purchase. Buyers want to imagine the product in their space.
Food And Beverage
Median CTR: 1.4-2.0%. Median CPA: $14-26. Median CPM: $11-18. Dominant formats: Founder origin story (25%), UGC tasting/preparation (25%), recipe and use-case content (15%), ingredient sourcing story (15%), product + lifestyle (20%). Why this profile: trust and category education both matter. Origin and ingredient stories carry weight beyond pure product attractiveness.
Fitness And Performance
Median CTR: 1.2-1.8%. Median CPA: $26-44. Median CPM: $12-19. Dominant formats: Creator workout/use UGC (35%), before/after transformation (20%), product demo (15%), founder/athlete story (15%), challenge/program promotion (15%). Why this profile: demonstrable use and outcome are the engagement drivers.
Baby And Maternity
Median CTR: 1.3-2.0%. Median CPA: $19-34. Median CPM: $10-17. Dominant formats: Mom UGC reviews (40%), product safety and certification callouts (15%), founder-mom story (15%), use-case demo (15%), gift-set lifestyle (15%). Why this profile: parents trust other parents. Almost everything that works in this category looks like authentic mom-to-mom recommendation.
Pet
Median CTR: 1.5-2.3%. Median CPA: $14-25. Median CPM: $11-17. Dominant formats: Pet-using-product UGC (45%), before/after coat/behavior (15%), founder + their pet origin story (15%), ingredient/safety callouts (10%), bundle/gift creative (15%). Why this profile: the pet on screen is the universal hook. Almost any creative with a pet beats almost any creative without one.
Tools And Home Improvement
Median CTR: 0.8-1.5%. Median CPA: $34-62. Median CPM: $9-15. Dominant formats: Demo/use UGC (35%), before/after project (25%), feature explainer (15%), comparison vs competitor (15%), pro/credibility-led (10%). Why this profile: demonstrable utility is the buying trigger.
Kitchen And Cookware
Median CTR: 1.1-1.8%. Median CPA: $24-42. Median CPM: $10-16. Dominant formats: Recipe UGC (35%), before/after meal (20%), product demo (15%), founder/chef story (15%), gift/bundle (15%). Why this profile: cooking outcome on screen is the universal engagement trigger.
Jewelry
Median CTR: 0.7-1.3%. Median CPA: $46-95. Median CPM: $10-18. Dominant formats: Editorial lifestyle (30%), close-up macro detail (25%), gift moment / occasion (20%), customer wearing (15%), studio packshot (10%). Why this profile: desire and craft are the drivers. UGC underperforms here vs studio polish.
Electronics And Tech Accessories
Median CTR: 0.9-1.6%. Median CPA: $32-58. Median CPM: $9-15. Dominant formats: Feature demo (30%), use-case lifestyle (20%), spec callout static (15%), creator/tech reviewer UGC (20%), competitor comparison (15%). Why this profile: functionality and use-case are the buying triggers, with demo/explainer formats carrying most performance.
How To Use This Data
First, identify your category and pull your account's last 90-day prospecting performance for CTR and CPA. Compare against the median range. Below the median range typically means creative is the limiting factor — under-investing in the dominant format for your category.
Second, look at which dominant formats you're currently running. If your category's top format is UGC and you're running 80% studio, that's likely where the performance gap lives. Re-allocate testing budget to the dominant formats for your category.
Third, set targets for new launches. Aim for the upper half of your category's benchmark range, not arbitrary numbers from generic guides.
Scale Category-Optimized Creative With AdRiseLab
AdRiseLab produces creative in the dominant formats for your specific DTC category — UGC variants for beauty, lifestyle carousels for furniture, recipe content for kitchen — sized to your testing pipeline. Get started with AdRiseLab.
Related Reading
See the UGC ads playbook for the dominant format across most DTC categories. Read about static vs video creative mix for the format-mix question that intersects with category benchmarks. And explore Meta CPMs in 2026 for the cost backdrop these benchmarks sit against.