Dataslayer Blog

LinkedIn's own data shows AI Overviews cut non-brand B2B clicks by up to 60% in certain topics, despite stable rankings. Here's what your dashboards are missing.

Google expanded PMax asset experiments to all campaigns in Jan 2026. How to split-test creatives without duplicate campaigns, and what to test first.

Connect Google Ads, Meta, GA4, and more to BigQuery without coding. Step-by-step guide with SQL templates, real costs breakdown ($100-300/month), and tested by marketing teams.

Track Reddit Ads alongside Google, Meta, and LinkedIn. Setup Reddit Pixel, CAPI, and automated dashboards. Includes industry benchmarks and attribution best practices.

Whatagraph's complex credit system starts at €199/mo. This alternative costs €29/mo with transparent pricing, Snowflake, Redshift & 10+ destinations. 15-day trial.

Demand Gen delivers 58% higher ROAS than VAC (Nielsen data). New metrics include attributed searches, CTV tracking, cross-channel conversions. Updated Feb 2026.

Use our free Snapchat Ads dashboard template. Pre-built charts for swipe-up rates, ROAS, story completion & more. Connect your data in 10 minutes.

75% of companies use multi-touch attribution to improve CPA by 14-36%. Compare first-click, last-click, linear, time-decay & data-driven models with examples.

Performance teams waste 15-20% of ad budgets on poor allocation. Real case study: €500K/month campaigns improved ROAS 27% and cut CPA 24% using this framework.

Adverity lists at $200k/year on Azure with no public pricing. Compare verified G2/Capterra reviews vs transparent $420/year alternative. 15-day free trial.

Why teams waste 10hrs/week: they skip Layer 1 (data integration) and jump to AI optimization. Build your stack foundation-up. Real tool examples + pricing.

Most teams track only paid impressions (missing 60% of reach) and use 7-day attribution (undercounting 40% of conversions). Here's what to track instead.

Google Ads shows 147 conversions. GA4 shows 112. Which is right? Learn why 20-30% discrepancies are normal, how to reconcile both platforms in one dashboard, and which channels actually drive revenue. Free templates + setup guide.

TikTok shows 400+ metrics but only 8 predict ROAS. Get verified benchmarks (0.84% CTR, $0.50 CPC, 4.07% engagement) and automate cross-platform reporting.

Document posts hit 6.6% engagement on LinkedIn in Feb 2026 vs 2-4% for text. External links lose 60% reach. Complete guide to formats, timing, and real test data.