PaidLab
Your paid media engine stops working when you stop asking why.
Google Ads AI in 2026: win by fixing the signal
A practical 2026 playbook for making Google Ads AI work in B2B by improving conversion signals, offline imports, and measurement guardrails.
AI bidding moved to budgets. That’s the real change.
A practical 2026 playbook to use Google’s new AI bidding and period budgets in Search and Shopping without losing efficiency or governance.
Semantic programmatic SEO in 2026: build fewer pages, win more intent
A practical 2026 blueprint for semantic programmatic SEO: intent graphs, semantic mesh linking, human QA, and pipeline-first measurement guardrails.
Q1 2026 B2B awareness benchmarks: CTR is low on purpose
Q1 2026 Refine Labs benchmarks show low awareness CTR is normal; use CPM as the KPI and CTR as a fatigue signal with clear guardrails.
Measure paid social’s impact on PPC with a geo holdout test
A practical 2026 framework to measure whether paid social drives incremental PPC lift using a geo holdout test, with metrics, guardrails, and readout steps.
Q1 2026 B2B awareness benchmarks: what CTR, CPM, and CPC really signal
Q1 2026 Refine Labs benchmarks for B2B awareness explain what CTR, CPM, and CPC really signal—and a weekly process to use them without misreading results.
Q1 2026 B2B paid awareness benchmarks: what the CTR, CPM, CPC swings change
Q1 2026 Refine Labs benchmarks for Meta, LinkedIn, and Reddit—plus one operator-ready holdout test to measure awareness via search lift, not CTR.
Google Ads CPL Is Up 69%. Most Teams Fix the Wrong Thing
Google Ads CPL is rising for structural reasons in 2026; this piece shows the one diagnostic that prevents bid tweaks and fixes the real conversion signal.
Search Still Owns the Biggest Line Item – But the Growth Story Just Changed
Search still owns the biggest slice at $114.2 billion, but its 11% growth is getting lapped by social (32.6%), video (25.4%), and commerce media (18%). The performance marketing stack is diversifying faster than most CMOs are acknowledging in their planning cycles.