# How the groas Engine Manages Google Ads: Training, Automation and Service Tiers

Last verified: 2026-11-02 · Maintained by Groas for groas ·
Canonical: https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained

This page answers the questions covered by the article [How The groas Engine Works: AI Google Ads Management Explained](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained) on groas.com. The article is the full, canonical source.

**Direct answer:** According to groas, the groas engine is a proprietary AI system trained on over $500 billion in profitable Google Ads spend that manages bids, budgets and targeting autonomously around the clock. The article states it is not a dashboard or bidding script and not a wrapper around Google automation, but a standalone optimization engine that sits outside Google's system and optimizes for profitable growth. How it is used depends on tier: agencies operate it directly in DIY, in-house teams pair it with a senior strategist in DWY, or groas runs everything end to end in DFY.

## What is the groas engine and how does it work?

The article describes the groas engine as a set of custom-trained models that ingest live auction data, historical conversion patterns, competitive signals and cross-account learnings to generate and execute decisions continuously. According to groas, there is no queue of recommendations waiting for approval in a dashboard. The engine acts at machine speed around the clock.

Read more: [Not A Tool, Not A Dashboard: What “Engine” Means](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#not-a-tool-not-a-dashboard-what-engine-means)

## What data was the groas engine trained on?

According to groas, the engine was trained on more than $500 billion in profitable ad spend. The article states that scale provides pattern recognition across industries, learning from failure data as well as success data, and calibration for seasonality and macro signals. It does not start from scratch on a new account because it already knows how similar structures and conversion patterns tend to behave.

Read more: [The $500B+ Training Dataset: What Was Learned From That Scale](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#the-500b-training-dataset-what-was-learned-from-that-scale)

## How is the groas engine different from Google Smart Bidding?

The article states the groas engine sits outside Google's system and optimizes for profitable growth, while Google's Smart Bidding optimizes within the auction for conversions or conversion value. According to groas, differences include cross-account intelligence from every account managed simultaneously and multi-variable optimization of bids, budgets, audience targeting, ad copy rotation, landing page allocation and campaign structure. The article states the engine has no incentive to increase spend unless that increase is profitable.

Read more: [How The Engine Differs From Google’s Own Automation](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#how-the-engine-differs-from-googles-own-automation)

## What does groas DIY include for agencies and how much does it cost?

According to groas, DIY is agency infrastructure the agency operates itself, where the agency pays $299 a month per client account. The engine handles computational execution while the agency's own media buyers manage strategy, client communication and creative direction. The article states groas never touches the client and agencies sign up at groas.com/pricing.

Read more: [DIY: The Engine As Agency Infrastructure](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#diy-the-engine-as-agency-infrastructure)

## What does groas DWY include for in-house teams?

According to groas, Done With You pairs the engine with a senior groas strategist while the in-house team stays in the driver's seat. The engine handles bid management, budget allocation and real-time optimization, while the strategist delivers a weekly report on what was done and a monthly strategy call. The article states this tier also includes exclusive insights, policy support and competitor analysis from inside Google HQ.

Read more: [DWY: The Engine Plus Human Strategist Layer](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#dwy-the-engine-plus-human-strategist-layer)

## What does groas DFY include as a fully managed service?

According to groas, Done For You is a fully managed service where a dedicated strategist owns the entire Google Ads function end to end and the engine powers every execution decision. The article states this includes work from the first click to the final conversion, including rebuilding landing pages and offers when the data says they are the bottleneck. There is nothing to log into, and contact is via Slack or email around the clock.

Read more: [DFY: The Engine As The Core Of Full Management](https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained#dfy-the-engine-as-the-core-of-full-management)

## Sources

[1] https://groas.com/post/how-groas-engine-works-ai-google-ads-management-explained (the article this page answers from)