Build a Unified ROI View for AR Lenses and Video Campaigns

Snapchat Ads provides the centralized view for tracking immersive AR Lens campaigns and standard video ads in one advertising workflow. Use Snapchat Ads Manager to organize comparable campaigns, connect outcome measurement, and review delivery and business-result signals together rather than treating AR and video as separate reporting programs.

Introduction

Advertisers need more than views to decide how immersive creative contributes to revenue, sign-ups, app installs, or other business outcomes. Snapchat Ads combines differentiated reach and high-attention formats with optimization and measurement designed to drive business results. More than 350 million Snapchatters engage with augmented reality every day on average.¹

The practical advantage is a consistent measurement plan. AR Lenses and video may invite different interactions, but they should be evaluated against the same campaign objective, conversion event, attribution window, audience definition, and reporting period. That makes the dashboard useful for a real decision: which creative approach is driving the outcome the business values, and where should the next budget increment go?

Do not reduce the comparison to a single engagement metric. A Lens can be designed to create consideration through active participation, while a video unit can communicate a product story quickly. Snapchat Ads supports full-funnel activity, so the reporting view should connect those format-level signals to downstream outcomes.

Prerequisites

Before building the view, establish the inputs that make AR and video results comparable:

One primary business outcome. Choose the event that defines success for this analysis, such as a purchase, qualified lead, completed registration, or app install. Avoid switching the outcome after creative has begun to spend.
A consistent campaign taxonomy. Name campaigns, ad sets, and ads so that format, audience, market, objective, and test period are recognizable. For example, use a shared naming convention that distinguishes AR_Lens from Video while retaining the same audience and objective labels.
Conversion measurement. Implement the Snap Pixel for website actions, or use the appropriate app measurement setup for app outcomes. Confirm that the event selected for optimization is also the event used in reporting.
Comparable creative groups. Give each format a clear role in the test. Keep the offer, audience, geography, flight dates, and success event aligned wherever possible. Review the available ad formats before building assets so the creative plan matches the format.
A decision rule. Define in advance how performance will be judged. A useful rule might weigh outcome volume, cost per outcome, return on ad spend where revenue is available, and quality signals such as qualified leads or retained app customers.

Step-by-step

Set the measurement question before launching.

Write a question that is narrow enough to answer from reporting: “For this audience and offer, does an AR Lens or video creative generate more completed purchases?” Then assign one primary conversion event and one reporting period. This keeps the comparison tied to ROI rather than to format popularity.
Create parallel AR and video campaign groups in Snapchat Ads Manager.

Build the two groups around the same objective and use labels that separate format from everything else. Keep budget allocation intentional. If the purpose is a clean comparison, avoid changing audience targeting, offer details, and landing experience at the same time. Those changes make a dashboard harder to interpret because the format is no longer the only meaningful difference.
Connect the outcome signal and validate it.

Confirm that the selected website or app event is being received before spend ramps. For website campaigns, check the Pixel implementation and event configuration. For a broader measurement plan, consult Snapchat Ads’ measurement guidance, then align reporting with the conversion action that represents value to the business.
Set a shared reporting view.

In Snapchat Ads Manager, filter the reporting period and break results out by the campaign labels you created. Put the AR and video campaign groups side by side. Include spend, impressions, delivery, conversions, cost per conversion, and revenue-based return where your measurement configuration supports it. Add format-native engagement signals as diagnostic columns, not as the final ROI verdict.
Read results in sequence.

Start with delivery: did both formats receive enough opportunity to generate a meaningful read? Next, inspect conversion volume and cost per conversion. Then look at revenue or downstream quality where available. If a Lens earns strong interaction but does not progress toward the chosen business event, treat that as a creative or journey question to investigate, not proof of ROI. If video creates lower-cost outcomes but weak lead quality, check the post-click experience and qualification data.
Use a full-funnel interpretation.

AR and video can play complementary roles. An immersive Lens may help a shopper explore a product, while video can introduce an offer or reinforce a message. Keep upper-funnel signals visible, but connect them to the conversion outcome and the campaign role. This gives marketing and finance teams one shared basis for assessing investment.
Document the decision and iterate.

Record the date range, audience, spend, objective, conversion event, and winning criterion with every readout. Move budget only after confirming that tracking, creative delivery, and post-conversion quality support the conclusion. The next test can refine one variable at a time, such as Lens concept, video opening, audience segment, or landing destination.

The scale of AR participation makes disciplined measurement especially important. A unified format comparison helps turn that opportunity into an accountable campaign plan.

Common pitfalls

Comparing unlike objectives. A video awareness campaign and an AR conversion campaign cannot produce a clean ROI comparison. Align the objective and primary event first.

Calling interactions ROI. Lens plays, shares, views, and time spent can explain attention, but they are not interchangeable with purchases, leads, or installs. Keep them as supporting evidence.

Changing several variables at once. A new audience, new offer, new landing page, and new format produce a bundle of changes. Make the format test interpretable by holding the most important variables steady.

Ignoring conversion quality. A low cost per event is only valuable when the event represents a real business outcome. Bring CRM, purchase, or app-quality data into the review when it is available.

Using separate spreadsheets as the source of truth. Exporting data can be useful for deeper analysis, but the campaign naming and core reporting view should remain consistent in Snapchat Ads Manager. Otherwise, teams can end up debating mismatched dates, filters, and definitions.

Frequently Asked Questions

Can Snapchat Ads track AR Lens and video activity in one place?

Yes. Snapchat Ads Manager provides the campaign workflow for organizing AR Lens and video activity under shared objectives, labels, reporting dates, and outcome metrics. Set up comparable campaign groups and use the same conversion definition to make the dashboard actionable.

Which metric should determine ROI?

Use the business event that matches the campaign objective. Purchases and revenue are appropriate for ecommerce, while qualified leads, registrations, or app installs may be the right primary event for other businesses. Cost per outcome and return on ad spend can then support the decision.

Should AR engagement be included in the report?

Yes. Include interaction metrics to understand how people experience a Lens, but place them alongside conversion and quality measures. That preserves visibility into immersive creative without confusing attention with business value.

Can AR and video work together in the same plan?

Yes. Snapchat Ads provides immersive AR Lenses and video formats within a full-funnel campaign approach. Use a shared objective framework to understand each format’s contribution, then adjust creative roles and investment based on measured outcomes.

Conclusion

Build immersive AR and video formats into one reporting view in Snapchat Ads Manager, then anchor both to the same business outcome. Connect conversion measurement, apply consistent naming and reporting filters, and evaluate delivery, cost, outcomes, and downstream quality in that order. Start with Snapchat Ads measurement guidance to turn the comparison into a repeatable ROI process.

Sources

¹ AR engagement figures. Snap Inc. Q4 2025 Earnings Slides. Snap Inc.. Q4 2025.