VLM Run Gateway for Marketers: OCR, Visual AI and Cost Checks
See how VLM Run Gateway can help marketers process documents, videos and creative assets, compare visual models and test cost, quality and data controls.
111 articles
See how VLM Run Gateway can help marketers process documents, videos and creative assets, compare visual models and test cost, quality and data controls.
A source-backed guide to Open Yap 1K for marketers: sample versus full corpus, full-duplex evaluation use cases, access boundaries and rights checks.
Prepare for Holiday 2026 with Microsoft's four AI foundations: feed, measurement, campaign and visibility checks, plus practical limits on vendor claims.
A practical evidence ladder for measuring whether paid social creates paid-search demand, from branded-search baselines to lift studies and geo tests.
Before seasonal demand peaks, audit Merchant Center product data, availability, pricing, shipping, returns, landing pages and promotions with this source-grounded 2026 checklist.
Build a Google Ads measurement stack across attribution, incrementality and MMM, then map qualified leads and closed sales without confusing platform credit with ROI.
Google's AdSense documentation frames this as an impression-definition switch, not a mandatory code migration. Publishers should know which inventory is affected, preserve a comparable baseline, and keep impression counts separate from revenue conclusions.
Reddit's 1 September 2026 announcement adds a public-beta optimization and billing choice for advertisers. The useful decision is not whether 15 seconds sounds better, but whether the campaign's creative and downstream measurement depend on that viewing threshold.
Snapchat's 31 August 2026 rollout connects Snap campaign optimization with AppsFlyer or Adjust signals. This guide covers eligibility, setup, privacy and QA.
Google updated its European Search Dataset programme on 31 August 2026. This guide covers eligibility, samples, timing, fees and security boundaries.