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CPM and Budget Recommendations in Propensity

Updated

What this is

This guide explains how CPM (cost per mille/thousand impressions) and budget impact campaign performance in Propensity, and provides practical recommendations for planning effective campaigns.

When to use this

Use this guide when:

  • Planning campaign budgets

  • Setting CPM bids

  • Understanding delivery issues

  • Scaling campaigns across channels

How CPM works

CPM represents how much you are willing to pay for 1,000 impressions.

In Propensity, CPM acts as a bidding signal that determines how competitive your campaign is in the ad marketplace.

  • Higher CPM → higher chance of winning impressions

  • Lower CPM → reduced delivery or stalled campaigns

Higher CPMs are typically required when:

  • Targeting specific audiences

  • Using premium inventory

  • Competing in high-demand placements

If CPM is set too low, your ads may not serve at all.

CPM benchmarks by targeting type

CPM varies significantly depending on how precise your targeting is.

Industry CPM ranges (varies by platform)

These ranges reflect general market benchmarks and may vary across platforms.

These benchmarks are directional and may vary depending on industry, geography, and competition.

  • Broad / Contextual targeting: $5–$15

  • Intent / Behavioral targeting: $15–$35

  • Account-based targeting: $30–$60

  • Premium B2B audiences: $50–$120+

Propensity-specific guidance

  • Standard campaigns (broader reach / standard PDN inventory) often perform within:

    • $15–$25 CPM

  • Premium or highly targeted campaigns (including premium inventory and narrower audiences):

    • Minimum recommended: ~$50 CPM

Higher CPMs improve delivery consistency and placement quality.

How to calculate your campaign budget

Budget planning should be based on:

  1. Audience size (number of contacts)

  2. Target frequency (impressions per contact)

  3. CPM

Recommended approach

A common planning baseline is 20+ impressions per contact per month.

Budget formula

Total Monthly Budget =

(Number of Contacts × Impressions per Contact) × (CPM / 1000)

Example

  • Audience: 1,000 contacts

  • Frequency: 20 impressions per contact

  • CPM: $50

(1000 × 20) × (50 / 1000) = $1000/month

This ensures sufficient audience saturation and visibility

Budget recommendations

Minimum budget guidance

  • Many campaigns start around ~$3,000/month for consistent results.

Campaigns below this can still work, but:

  • Require smaller, well-defined audiences

  • May have limited reach or slower delivery

Channel allocation guidance

The following is a common starting point and may vary depending on campaign goals. A typical monthly budget distribution is:

  • ~70% Propensity Display Network (PDN)

  • ~20–30% LinkedIn

  • ~0–10% Meta (optional for smaller budgets)

Example allocation

For a $25,000 monthly budget:

  • Propensity (PDN): ~$17,000

  • LinkedIn: ~$5,000

  • Meta: ~$3,000

Smaller budgets

For lower budgets:

  • Prioritize Propensity contact-based campaigns

  • Reduce or remove Meta

  • Shift more budget into:

    • Premium contact-based targeting

    • High-intent audiences

Performance benchmarks (PDN)

Typical performance ranges:

  • Match rate: ~80%

  • Impressions per contact: 20–35

  • CTR: typically around ~0.07%–0.08% (can vary significantly by campaign)

  • CPM: $15–$25 (standard inventory)

Best practices

1. Prioritize CPM over CPC

  • CPM reflects delivery and reach quality

  • Optimizing for CPC can lead to:

    • Lower-quality inventory

    • Click farming behavior

2. Avoid low bids

If CPM is too low:

  • Ads may not serve

  • Delivery may stall completely

3. Size your audience correctly

  • Too small: limited delivery

  • Too large: diluted targeting

Recommended:

  • ~2,000+ contacts minimum for stable delivery

4. Align budget with campaign goals

Different goals require different allocation strategies:

  • Awareness: more contextual and social spend

  • Consideration: mix of LinkedIn + PDN

  • Conversion / acceleration: prioritize contact-based targeting

5. Focus on audience saturation

The goal is not just reach, but repeated exposure.

Consistent frequency:

  • Reinforces messaging

  • Improves conversion likelihood

  • Supports sales outreach

Important notes

  • CPM directly impacts whether and how often your ads are delivered

  • Budget should always be aligned with audience size and campaign goals

  • Contact-based targeting typically delivers the highest conversion potential

  • Premium inventory requires higher bids but provides higher-quality placements

Related Documentation

Managing Propensity Display Network Budget Over-Accrual

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