
Google Shopping Benchmarks for Automotive
Automotive Shopping: 1.20% CTR (highest), $0.56 CPC. Part number searches drive high intent and conversion.
2 min readBlog
Field notes and research on paid media, memory, and the difference between a number and a decision.

Automotive Shopping: 1.20% CTR (highest), $0.56 CPC. Part number searches drive high intent and conversion.
2 min read
Advantage+ explained — Meta's AI-driven automation suite (now including Advantage+ Campaign Budget), central to 2026 Meta strategy.
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Facebook Traffic: $0.70 CPC (down 9%), 1.71% CTR. Use for awareness only—conversion campaigns for outcomes.
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Conversions API (CAPI) explained — server-side event tracking that's now table stakes in 2026 as cookies and pixels degrade.
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2026 Meta e-commerce benchmarks (Triple Whale): CTR 2.19%, CPM $14.19, CPA $38.19, ROAS 1.86x, CVR 1.57%.
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Event Match Quality (EMQ) explained — Meta's score for how well your event data matches users. Higher EMQ means better optimization in 2026.
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Finance Traffic: $1.22 CPC (highest), 0.98% CTR (lowest). Facebook's worst vertical. Try LinkedIn or Google.
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Understand Link Clicks vs Clicks (All). Difference can be 50%+. Use Link Clicks for traffic.
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Facebook Leads: $27.66 CPL (+20.94%), 7.72% CVR. Costs rising—test creative constantly. Lead Gen Forms convert 5x better.
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Landing Page Views vs Link Clicks. 70-90% of clicks become page views. Gap = slow page or bounces.
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Legal Facebook Leads: $18.17 CPL vs Google's $131.63—7x cheaper. Massive arbitrage opportunity for law firms.
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Lead Gen Form (LGF) explained — in-platform forms with pre-filled data. ~6.1% CVR on LinkedIn in 2026, ~5x landing pages.
2 min readThe record
Stop running an account that forgets.
Every decision written down, with its reason and its result. That is the whole product.