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How Do You Define Scoring Models in Eloqua?

Build reliable profile + engagement scoring that sales trusts. Standardize signals, weight behaviors, set thresholds, and sync to CRM so Marketing Qualified Leads and Accounts convert faster.

Expert Eloqua Consulting Get the Revenue Marketing eGuide

In Eloqua, define scoring by combining Profile (Fit)—title, company size, industry, ICP fields—with Engagement (Intent)—email/web/asset signals. Create a weighted model with tiers (A–D fit) and thresholds (e.g., 65 = MQL), apply decay/reset rules, exclude disqualified personas, then send score + grade to CRM for routing and SLA-backed follow-up.

What You Need Before You Score

Clean ICP fields — standardized job role, company size, industry, region; map to CRM picklists.
Behavior taxonomy — weight high-intent actions (demo, pricing, BOFU assets) above passive opens/clicks.
Fit tiers — translate profile points into A/B/C/D grades with clear boundaries and exclusions.
Thresholds & actions — define what happens at MQL/MQA (owner, queue, alert, campaign member status).
Time logic — apply score decay and cool-off windows; reset on disqualified reasons.
Reporting — dashboards for MQL rate, acceptance, speed-to-lead, pipeline influenced by score bands.

The Eloqua Scoring Model Playbook

Use this sequence to design, validate, and operationalize an Eloqua score that correlates with pipeline.

Discover → Design → Configure → Validate → Activate → Govern

  • Discover: Analyze closed-won vs. lost to identify predictive fields and behaviors; document negative signals.
  • Design: Split into Profile and Engagement; assign weights (e.g., Pricing Page +25, Webinar Reg +15, BOFU download +20; Open +1).
  • Configure: Build Eloqua Scoring Model(s); add filters for geography/product; set decay (e.g., −15% after 14 days).
  • Validate: Back-test 90 days; check lift in meeting rate by band (A/B vs. C/D). Adjust weights and thresholds.
  • Activate: On threshold, push score/grade to CRM, set Campaign Status, assign owner, and start SLA timer.
  • Govern: Monthly review of MQL→Accepted %, Meeting Rate, and Pipeline per score band; iterate.

Eloqua Scoring Capability Maturity Matrix

Capability From (Ad Hoc) To (Operationalized) Owner Primary KPI
ICP Data Quality Free-text titles, missing industry Normalized picklists with enrichment & validation RevOps/Marketing Ops Match/Fill Rate
Behavior Weights Opens/clicks only Tiered events with BOFU emphasis and negatives Demand Gen Meeting Rate by Band
Thresholds & SLAs Undefined handoff MQL/MQA rules, alerts, queues, timers Sales Ops Speed-to-Lead, Accepted %
Decay & Recycling No time logic Decay, cool-off, re-engagement paths Lifecycle Ops Re-engaged to Meeting %
Attribution & BI Email clicks Lift vs. baseline, pipeline by band, cohort tests Analytics Pipeline/Revenue Lift
Governance One-time setup Quarterly calibration and audit trail Marketing Ops Model Drift (Δ acceptance)

Client Snapshot: From “Hot Lead” Hunches to Measurable Lift

After separating fit vs. intent and reweighting BOFU actions, a global tech firm improved MQL→Meeting by 24% and cut time-to-contact by 38%. Sales adoption rose once A/B bands consistently outperformed C/D.

Start simple, measure lift, and iterate. Use score bands to focus sales time where meeting likelihood is highest—and recycle the rest through re-engagement.

Frequently Asked Questions: Eloqua Scoring

Should we use one scoring model or several?
Begin with one global model. Add variants by region or product only when lift differs materially and sales teams route separately.
How do profile (fit) and engagement (intent) differ?
Profile reflects ICP alignment (role, size, industry). Engagement measures recency and depth of behavior. Use both: A/B + high intent = MQL; C/D + low intent stays in nurture.
What’s a good starting threshold for MQL?
Back-test! As a placeholder, set a threshold where historic meeting rate jumps (e.g., 60–70). Validate over 30–90 days and tune.
How should we handle score decay?
Apply time-based decay on engagement (not profile). Common patterns: −10–20% after 14 days of inactivity; reset on disqualify or unsubscribe.
Can we score accounts as well as people?
Yes—roll up person-level scores to account objects in BI/CRM for MQA rules. Use account fit + aggregate intent to prioritize outreach.

Operationalize Scoring Your Sales Team Trusts

We’ll design, validate, and activate Eloqua scoring with CRM routing and reporting—so the right leads surface at the right time.

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