Blog

Google Vehicle Ads: Budget Reality, Feed Quality, and What Actually Converts

Vehicle Ads pull from your inventory feed to show specific cars in search results. They convert better than Search ads but need clean data, real budgets, and tracking that connects clicks to sales.

Google Ads for Ag Dealers: Search Strategy That Sells Iron

Search ads put your inventory in front of farmers searching for specific models. Budget by season, own your brand terms, and track every lead back to keyword.

Google Ads for Airlines: What Growth Teams Need to Know

Most airline Google Ads campaigns fail not because of CPCs, but because of policy violations, trademark confusion, and campaigns structured for ecommerce instead of flight bookings.

Google Ads for Well Drilling & Pump Repair: Campaign Structure That Stops Lead Waste

Most well drilling and pump repair companies waste half their ad budget because they lump emergency repair searches with planned drilling work. Here's how to split campaigns, filter junk traffic, and lower cost per lead.

Giving every marketer their own AI agent

How we scaled our AI agent from a single-user prototype to hundreds of concurrent agents — tackling secret management, persistent storage, network security, and database architecture.

The hidden cost of 'ask anything' analytics

We built an analytics agent that writes SQL from natural language. Then we discovered why that's a problem for non-technical users, and what we're doing about it.

Smarter Schema Discovery, 98% First-Try Success

We've completely reimagined our schema discovery system. The result? 98% of charts now succeed on the first attempt, with 90% fewer complex queries.