One of the most common questions we get from businesses managing their own Google Ads is: “Should I be using Smart Bidding?”

The honest answer is: it depends — and getting this wrong is one of the most expensive mistakes in paid search.

The fundamental principle

Google’s automated bidding strategies are machine learning models. Like all machine learning models, they’re only as good as the data they’re trained on.

A smart bidding strategy with insufficient conversion data will actively harm your campaigns — spending your budget on clicks that don’t convert, while confidently telling you it’s optimising. We’ve seen businesses waste thousands of pounds before they understand why.

Here’s how to think about bidding at each stage of your Google Ads journey.

Stage 1: New account with no conversion data

Use: Manual CPC or Enhanced CPC

When you have no conversion history, automated bidding has nothing to learn from. Manual CPC gives you full control over where your money goes.

At this stage, your job is to generate conversions — not to optimise them. Start with conservative bids on your highest-confidence keywords. Use exact and phrase match only. Accept that you’ll pay slightly more per click in exchange for learning what converts.

Your goal in stage 1 is 30+ conversions per month at the campaign level. That’s when the machine learning becomes useful.

Stage 2: Some conversion data (15–30 conversions/month)

Use: Target CPA (with caution)

Once you have some conversion data, you can experiment with Target CPA bidding — but set your target generously. Start 20–30% above your current average CPA and let the algorithm learn without over-constraining it.

Watch for the “Limited by budget” indicator. If your daily budget runs out regularly, the algorithm can’t explore efficiently. Increase budget or reduce your CPA target temporarily.

At this stage, Enhanced CPC (which adjusts your manual bids based on conversion likelihood) can also be effective. It’s a gentler introduction to automated bidding.

Stage 3: Mature account (50+ conversions/month, consistent data)

Use: Target ROAS or Maximise Conversions

With 50+ monthly conversions and consistent tracking, smart bidding genuinely starts to outperform manual approaches. Google has enough data to understand which users, times, devices, and contexts convert for your business — and to bid accordingly in real time.

Target ROAS works best for e-commerce businesses where conversion values vary. For service businesses with similar-value leads, Maximise Conversions with a CPA target is usually more practical.

Common mistakes to avoid

Changing strategy too frequently. Every time you switch bidding strategies, the algorithm resets its learning. Give any new strategy at least 2–3 weeks before evaluating it.

Setting targets too aggressively. A Target CPA or ROAS target that’s too tight will cause the algorithm to under-spend in favour of chasing impossible efficiency. You’ll see impressions and clicks drop while the algorithm refuses to bid competitively.

Ignoring conversion quality. Automated bidding optimises toward whatever you’ve told Google is a conversion. If your tracked conversions include low-quality enquiries, the algorithm will chase low-quality enquiries efficiently. Garbage in, garbage out.

Neglecting the auction. Smart bidding manages bids — it doesn’t manage your account. Keywords, ad copy, landing pages, match types, and negative keywords all still require human attention.

The meta-principle

The best bidding strategy is the one that matches your data maturity. Starting with manual CPC isn’t a sign of being behind — it’s a sign of understanding the game. The businesses that waste the most on Google Ads are usually the ones that switched to smart bidding before they had the data to support it.

Want us to audit your current Google Ads setup? →