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Free Tool

Benchmark Lookup

Look up ad creative benchmarks by category, platform, and country. See how typical ads score across all five SaliencyLab KPIs.

Inspect the median and 20th/80th percentile model scores for an available category, platform and region. These describe the reference pool; they are not measured campaign outcomes or a forecast for your ad.

Compare a saved creative only when its model and cohort are compatible. Meta and unsupported cohorts remain directional. Sample coverage, model validation and repeated-run stability are separate evidence.

Missing slices stay unavailable. A larger sample alone does not establish outcome validation. Check the recorded refresh time and sample size before use.

How It Works

1

Select filters

Choose a category, platform, or region from the dropdowns below.

2

Search

Click Search to retrieve benchmark data for that slice.

3

Compare

View median, bottom 20%, and top 20% scores for each KPI.

Why It Matters

Peer diagnostics can help frame a creative review when the cohort is compatible. They do not establish campaign effectiveness or justify a budget decision on their own.

Provisioned workspace plans

RoastIQ scoring and the workspace features below require an account provisioned after consultation. Free and Pro are workspace allowance tiers; this table does not grant public access to scoring. Standalone tools on this page need no account.

Ad spec checking

Free
Included
Pro
Included

Image compression & resize

Free
Included
Pro
Included

Video frame extraction

Free
Included
Pro
Included

RoastIQ creative scoring (5 KPIs)

Free
10 analyses / month (up to 3 / day)
Pro
300 analyses / month (30 / day)

Benchmark comparisons

Free
Not included
Pro
Included

Visual attention heatmaps

Free
Not included
Pro
Included

BuyerLens synthetic panel

Free
Not included
Pro
Included

Compare workflow

Free
Not included
Pro
Included

Export & share reports

Free
Not included
Pro
Included

Hugo agent + MCP access for connected AI clients

Free
Not included
Pro
Included

Go beyond the basics

Review your ad across 5 creative diagnostics

RoastIQ provides five model-based diagnostics: Beat the Skip, Get Noticed, Brand Impact, Sell Proposition and Build Brand. Eligible peer comparisons depend on the saved cohort; Meta and unsupported cohorts remain directional only.

Beat the Skip

78

Illustrative

Get Noticed

65

Illustrative

Brand Impact

72

Illustrative

Sell Proposition

58

Illustrative

Build Brand

69

Illustrative

Illustrative example · Directional only · Preview v1. These numbers are authored examples, not a saved scoring run. Model version and cohort coverage are not recorded; outcome validation and run stability are not established. They do not measure viewers or predict campaign returns.

Reviewed

Scope agreed with your team

5

KPIs scored per ad

Free

Public tools, no account required

Scoped

Eligible peer comparisons

Frequently Asked Questions

Ready for the full analysis?

These tools check the basics. RoastIQ scores your creative across five creative diagnostics and eligible model-scored peers, helping your team choose changes to test.

Book a demo