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Best Ad Creative Testing Tools in 2026

Ad creative testing tools help you organize experiments and compare how advertising ideas perform. Compared on experiment types, creative inputs, and creative reporting, the entries also vary in supported ad platforms, ad library import, and AI variant generation. Free-plan availability and paid-from pricing offer additional context on access and cost. Kettio, Marpipe, and SaliencyLab are among the tools to consider, alongside Pencil and Vidmob. Match the listed capabilities to the platforms where you advertise and to how you want to create variations, run tests, and review results.

24 apps
Research read 23 Sept 2026
How the order is worked out

1

Kettio

Free plan APIWeb

Kettio offers a structured way to compare creative and inspect the reasoning behind a ranking, but its scores are directional rather than a guarantee of campaign outcomes.

7.1 Free plan · paid from $29.99/mo Visit site
2

Marpipe

Free plan ExtensionWeb

Marpipe combines catalog-based ad creative and feed management, with additional tools for video, AI catalogs, and SKU filtering.

7.1 Free plan · paid from $0.05 Visit site
3

SaliencyLab

Free plan APIWeb

SaliencyLab brings creative diagnostics and simulated buyer scenarios into one platform, with clear limits on what its scores mean.

6.8 Free plan · paid from €99/mo Visit site
4

AdCreative.ai

Free trial AndroidAPIiPhone+1

AdCreative.ai suits businesses and agencies that want AI-generated ad formats, campaign insights, and brand-linked designs. The trial offers a way to try generation with 10 credits.

6.6 From $39/mo · 7-day trial Visit site
5

AdTest.AI

Free trial AndroidAPIiPhone+1

AdTest.AI combines AI creative scoring with optional human audience research and team reporting. The seven-day trial offers three AI tests, but API and MCP access and purchases are outside that trial.

6.5 7-day trial Visit site
6

AdMove

Free trial Web

Choose AdMove if your team wants AI-assisted ad strategy and production with client-level brand settings and batch generation.

6.1 From $100/user/mo Visit site
7

Predis.ai
by Predis.ai
Free trial AndroidAPIiPhone+1

Predis.ai brings ad creation, social content and publishing features into one platform. Consider the trial billing terms and usage restrictions before starting.

6.1 From $24/mo (annual) · 7-day trial Visit site
8

RealEye

Free trial AndroidiPhoneWeb

Choose RealEye for online webcam research that combines gaze analysis, facial coding, and survey responses.

5.9 From $325/mo (annual) · 7-day trial Visit site
9

Lumen Research

Paid AndroidExtensioniPhone+3

Lumen Research combines attention measurement, creative testing, and media-buying capabilities for advertisers.

5.8 Pricing on request Visit site
10

Pencil

Free trial Web

Pencil covers ad creation through publishing and evaluation, with multiple integrations and export formats. The free experience is limited to six guided ads; full access requires a paid plan.

5.7 From $11/mo (annual) Visit site
11

Spiral

Free trial APIWeb

Spiral brings ad research, creative generation, and campaign activity into one platform for mobile app teams.

5.7 From $175/mo · 7-day trial Visit site
12

Adstacker

Paid Web

Pick Adstacker if your marketing workflow needs modular video ad variations and automatic rendering in a browser.

5.6 From $99/mo Visit site
13

Framework by NewForm

Paid Web

Framework combines automated creative testing with analysis and brief creation, using brand, compliance, competitor, and performance context.

5.5 Pricing on request Visit site
14

System1 Test Your Ad

Free trial Web

Test Your Ad offers several ways to assess advertising, including emotional-response ratings and asset screening.

5.5 Pricing on request · 14-day trial Visit site
15

Ipsos Creative|Spark AI

Paid Web

Choose Creative|Spark AI if you need automated creative predictions across a range of ad formats and want attention and brand-effect reporting.

5.4 From $470 Visit site
16

Kantar LINK AI

Paid Web

LINK AI combines predictive measures, channel benchmarks, and optional Kantar servicing for creative evaluation.

5.4 Pricing on request Visit site
17

Neurons AI

Paid APIWeb

Neurons AI brings creative scoring, attention visualization, and recommendations to ad pretesting, with API access for integration.

5.4 Pricing on request Visit site
18

GetCrux

Paid Web

Choose GetCrux if your team wants to connect creative performance analysis with brief writing and ad generation.

5.2 From $999/mo (annual) Visit site
19

Vidmob

Paid APIiPhoneWeb

Choose Vidmob if your team needs creative scoring, cross-channel creative analytics, influencer measurement, or creative data APIs.

5.2 Pricing on request Visit site
20

Swayable

Paid Web

Swayable offers a broad set of creative inputs and measures through a controlled-experiment approach.

5.0 Pricing on request Visit site
21

Zappi
by Zappi
Paid Web

Zappi combines consumer research workflows with AI-assisted reporting, idea screening, advertising studies, and brand tracking.

4.9 Pricing on request Visit site
22

Toluna Creative Pre-Test Instant

Paid Web

Choose Creative Pre-Test Instant to screen supported ad creative using synthetic personas and receive KPI scores, diagnostics, and campaign recommendations through Toluna Start.

4.7 Pricing on request Visit site
23

Motion

Paid iPhoneWeb

Choose Motion if your team needs to organize advertising creative across the listed ad platforms and use advanced creative reporting.

4.6 From $750/mo · 14-day trial Visit site
24

Watchable

Paid Web

Watchable organizes brand inputs into reviewable creative direction and materials for testing.

4.6 Pricing on request Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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