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August 2025 - August 2026
Detailed observation of presented data
Software Development’s click-through-rate (CTR) line this year tells a story of steady underperformance against the global benchmark, punctuated by two sharp rebounds. This analysis is based on $3B worth of advertising data from our dataset, which provides strong directional benchmarks. This analysis explores ad performance trends for Software Development in All countries available compared to the global benchmark.
From July 2025 to June 2026 Software Development averaged a 1.66% CTR (12‑month median), starting at 1.37% in July 2025 and ending at a dramatic 3.47% in June 2026. The series ranged from a low of 1.12% in September 2025 to the high of 3.47% in June 2026. By contrast, the global baseline over the same months averaged about 2.02% CTR — meaning Software Development trailed the global benchmark by roughly 17.4% on average.
Most months sat below the market: July–December 2025 hovered in the 1.12–1.38% band, a persistent gap of roughly 30–41% beneath global CTRs. The pattern shifted in early 2026 with a lift into January (1.96%) and February (2.25%), where February slightly exceeded the global baseline (≈+5.8%). March then gave back much of that gain (1.40%), April–May climbed gradually (1.61% → 1.80%), and June produced an outsized spike to 3.47% — about 71% above the baseline 2.02% for June.
Volatility was pronounced: average month‑to‑month absolute movement for Software Development was about 0.39 percentage points, far higher than the baseline’s typical monthly swing (~0.06 points). Two jumps dominate the variance — Dec→Jan (+0.70 pp) and May→Jun (+1.67 pp) — and the Feb→Mar drop (−0.85 pp) underscores the choppy momentum.
The calendar conveys two distinct pulses. Late summer into early fall (Jul–Oct 2025) showed a gradual softening, bottoming in September. Q4 (Nov–Dec) nudged up modestly into the holidays, then Q1 brought a sharper rebound across January–February. That rebound was short lived: March retraced much of the early‑year gain, followed by a slow lift through spring and a pronounced June surge. The pattern reads like a market that oscillates between quieter windows and episodic bursts of engagement rather than a smooth seasonal curve.
Across the year Software Development was generally below average versus the global CTR benchmark — often 30–41% lower in many months (notably September–October 2025). The narrowest gap occurred in January 2026 (about 7% below baseline), and the series briefly flipped above market in February (+≈6%) and then decisively in June (+≈71%). Compared to the baseline’s steady, low‑variance rhythm, the software sector’s CTRs were markedly more volatile and episodic in their momentum.
Understanding Facebook Ads click-through-rate benchmarks for Software Development in All countries available helps advertisers evaluate CTR performance and compare industry ad performance to broader Facebook Ads benchmarks and country-specific ad costs across global markets.
Insights & analysis of Facebook advertising costs
Click-Through Rate (CTR) is the percentage of impressions that resulted in a click on the Facebook ad. In the Software Development industry, Facebook ad costs can be influenced by seasonal trends and market competition. Geographic targeting affects ad costs based on market competition and user engagement in different regions. Different campaign objectives lead to varying costs based on how Facebook optimizes for your specific goals. Why we use median instead of average We use the median CTR because the underlying distribution of click-through rates is highly skewed, with a small share of campaigns achieving extremely high CTRs. These outliers can inflate a simple average, making it less representative of what most advertisers actually experience. By using the median—which sits at the midpoint of all campaigns—we provide a more rigorous and realistic benchmark that reflects the true underlying data model and helps you set attainable performance expectations. The data shown represents median values across multiple campaigns, and individual results may vary based on ad quality, audience targeting, and campaign optimization.
We use the median CTR because the underlying distribution of click-through rates is highly skewed, with a small share of campaigns achieving extremely high CTRs. These outliers can inflate a simple average, making it less representative of what most advertisers actually experience. By using the median—which sits at the midpoint of all campaigns—we provide a more rigorous and realistic benchmark that reflects the true underlying data model and helps you set attainable performance expectations.
Note: This data represents industry median values and benchmarks. Your actual costs may vary based on specific targeting, ad creative quality, and campaign optimization.
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CTR (Click-Through Rate) is the percentage of people who click your ad after seeing it. It's calculated by dividing total clicks by total impressions, then multiplying by 100. A high CTR indicates your ad resonates with your audience and helps improve your relevance score, which can lower your overall costs.
The average Facebook ad CTR across industries sits around 0.90-1.10%. But there's significant variation. Your specific industry, audience targeting, and campaign objectives should determine your benchmark.
Low CTR usually stems from poor audience targeting, weak creative, or a disconnect between your ad content and audience needs. Your ad might simply not be standingo out enough. Check if your visuals grab attention, your copy addresses clear pain points, and your audience targeting aligns with people genuinely interested in your offer.
Yes—but only in context. High CTR is a signal that your creative works, but it doesn't guarantee conversions. Use it alongside other metrics like conversion rate to get the full picture.
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