Lead Intent Scores in Google Ads: What They Mean for Your Campaigns

Contents

• What lead intent scores actually are
• The measurement gap they fill
• How intent scores feed Smart Bidding
• What you need to set up now
• FAQ

Summary

Lead intent scores Google Ads is a new measurement feature announced at Google Marketing Live 2026. It assigns quality scores to leads inside the platform based on intent signals, then feeds those scores into Smart Bidding so the algorithm optimises for lead quality, not just volume. It sits alongside Lead Journey Mapping, Enhanced Conversions, and Attributed Branded Searches as part of a broader push on measurement quality. If your conversion tracking currently treats every form fill as equal, this changes what the bidding algorithm learns and what you need to have in place before it rolls out.

Zara Imrie, Google Ads and AI Marketing Specialist, Founder of Bizi Digital

This post was drafted with AI assistance and reviewed by Zara Imrie.

What lead intent scores actually are {#what-they-are}

Google announced lead intent scores at Google Marketing Live 2026 as part of a cluster of new measurement features. The idea is straightforward. Not every lead is equal. A form fill from someone who searched a specific product name, read 4 pages, and spent 8 minutes on site is not the same as a form fill from someone who bounced in from a broad match keyword and left their email to get a discount code.

Google’s platform has always known this at some level. The problem was it had no way to act on it.

Intent scores change that. Google assigns a quality signal to each lead based on the behavioural and contextual data it holds at the time of conversion. That score then becomes part of the signal going into Smart Bidding.

This is part of a wider measurement push Google unveiled at GML 2026. Lead intent scores sit alongside Lead Journey Mapping, Enhanced Conversions for leads, and Attributed Branded Searches, all announced in the same session. If you want the full picture of what changed this year, the GML 2026 overview post covers the broader announcements.

The measurement gap they fill {#measurement-gap}

Here is the problem most lead gen advertisers have been living with for years.

You set up a conversion action for form fills. Every submission fires the same event with the same value. Smart Bidding sees 100 conversions and tries to get you more of them. But 40 of those leads were tyre-kickers, 30 were competitors, and 20 were people who filled in the wrong form. Only 10 were real buyers.

The algorithm doesn’t know that. It just sees 100 signals and optimises accordingly.

I have seen this play out on accounts spending £15k a month on lead gen. Volume looks great. CPL looks fine. Then the sales team report that quality has tanked and half the leads are going nowhere. We pull the data, and it turns out Smart Bidding has been chasing the cheapest, easiest conversions in the account, not the ones most likely to close.

The fix in that situation was offline conversion tracking with lead quality values imported back. It worked, but it took 6 weeks to get the data pipeline sorted and another 4 to get enough signal for the algorithm to relearn. Most advertisers never do it.

Intent scores are Google’s attempt to solve part of that problem natively, without requiring you to close the loop yourself.

How intent scores feed Smart Bidding {#smart-bidding}

The mechanics matter here. Smart Bidding optimises to whatever signal you give it. If you give it raw form fills, it optimises for form fills. If you give it a value-weighted conversion, it optimises for value.

Intent scores add a quality weighting at the point of conversion, inside the platform. The algorithm can now distinguish a high-intent lead from a low-intent one without waiting for you to pass back closed-deal data.

What signals does Google use to build those scores? The announcement did not spell out every input, but based on what Google has published about its lead quality work more broadly, you would expect it to draw on search query, match type, session behaviour, prior interactions, audience signals, and device context.

That is not a perfect proxy for actual lead quality. Your sales team’s definition of a good lead will never map exactly onto a set of pre-click and post-click signals. But it is meaningfully better than treating all form fills as identical.

This connects directly to the call quality scoring work Google has been developing. If you have seen how call quality scoring works, the logic is the same. Better signal in means better optimisation out.

What you need to set up now {#setup-now}

This is where most advertisers will fall short, and it is the same problem every time a new bidding signal launches.

The feature is only as good as your conversion tracking foundation. Specifically, you need one of two things in place.

Enhanced Conversions for Leads. This matches hashed first-party data (email addresses from form submissions) to Google sign-in data. It fills conversion gaps and gives Google better identity resolution on your leads. If you are not running this already, set it up now. It does not require a CRM integration and can be running within a week.

Offline conversion imports. If you have a CRM and a sales process, this is the better long-term play. You close the loop by passing back lead outcomes as conversion events. Google learns which of its leads turned into real customers. When intent scores arrive, that historical signal puts you ahead of accounts that are starting from scratch.

The Leads in Google Ads lightweight CRM, currently in pilot in the US and Canada, centralises leads from Google-hosted forms. If you are in that pilot, it is worth testing, but do not build your whole lead management process around it until it rolls out more broadly.

What you should not do is wait. Accounts that have offline conversion tracking or enhanced conversions for leads already running will have a richer signal base when intent scores go live. Accounts still sending raw form fills as flat conversions will take longer to see the benefit.

If you want to know where your conversion tracking currently stands, the Bizi Digital Google Ads audit covers this as a core component. We check what you are sending, what you are missing, and what it is costing you in bidding quality.

FAQ {#faq}

What are lead intent scores in Google Ads?
Lead intent scores are quality ratings Google assigns to individual leads inside the Google Ads platform, based on behavioural and contextual signals at the time of conversion. They are a new measurement feature announced at Google Marketing Live 2026.

How do lead intent scores affect Smart Bidding?
They feed quality signals into Smart Bidding so the algorithm can distinguish between high-intent and low-intent leads. Without intent scores, Smart Bidding treats every form fill as equally valuable and optimises for volume. With them, it can weight its bids toward leads more likely to convert to actual customers.

Do I need offline conversion tracking to use lead intent scores?
Not strictly, but your results will be better if you have offline conversion tracking or Enhanced Conversions for Leads already in place. Accounts with richer historical signal data are better positioned to benefit when the feature rolls out more widely.

When do lead intent scores roll out?
Google announced the feature at GML 2026 but has not confirmed a global rollout date. The related Leads in Google Ads CRM feature is currently in pilot in the US and Canada. Watch for rollout announcements through Google Ads product updates.

Is this the same as lead scoring in a CRM?
No. CRM lead scoring uses your own sales data and rules to rank leads after they enter your pipeline. Lead intent scoring in Google Ads uses Google’s platform signals to quality-weight leads at the point of conversion, before they reach your CRM. They can work together, and ideally they do, but they are separate systems serving different purposes.

Want to know if your conversion tracking is set up to benefit from lead intent scores? The Bizi Digital Google Ads audit checks your full measurement setup and tells you exactly what needs fixing. Or get in touch if you want to talk it through first.

Last updated: 21 May 2026