Consider AI — Lookalike Modeling Subscription

Find more customers who look exactly like your best ones — powered by machine learning.

Consider AI Lookalike Modeling is a subscription analytics service that uses advanced machine learning to identify and target new prospects who share the behavioral, demographic, and firmographic traits of your highest-value customers. Stop guessing who to target. Start finding them with precision.

Powered by the same methodology used by Express Analytics, our lookalike modeling service gives your marketing and growth teams a data-driven edge in audience expansion and customer acquisition.

How It Works

1. Data Collection & Analysis — We gather comprehensive data about your existing customers: demographics, behaviors, purchase patterns, and engagement history.
2. Seed Audience Definition — We define your best customer segments — the ones you want to replicate.
3. Model Development — Advanced ML models identify the patterns that make your best customers your best customers.
4. Validation & Optimization — Models are tested, refined, and deployed for ongoing audience targeting.

Modeling Types

• Behavioral Lookalike — Match prospects with similar browsing patterns, purchase behaviors, and engagement levels
• Demographic — Target similar age, income, household, and lifestyle profiles
• Interest-Based — Reach audiences with similar hobbies, interests, and lifestyle preferences
• Purchase Intent — Identify high-intent prospects based on browsing and behavioral signals
• Geographic — Expand into similar markets with statistically aligned audience profiles
• Firmographic (B2B) — Find businesses that match your best clients by size, industry, revenue, and growth patterns

Business Outcomes

• Expand your addressable market without increasing spend proportionally
• Reduce customer acquisition costs (CAC) by targeting pre-qualified audiences
• Improve conversion rates with higher-relevance targeting
• Increase marketing ROI across paid, organic, and CRM channels
• Make data-driven prospecting decisions with measurable, trackable results
• Scale growth with a continuously improving model

Subscription Includes

• Seed audience analysis and segmentation
• Custom ML model development and training
• Monthly model refresh and performance reporting
• Audience export for use in Google Ads, Meta Ads, programmatic, CRM
• Dedicated analyst support
• Quarterly strategy review

Pricing

Starter — AED 2,500/month
Up to 1 seed audience, behavioral + demographic modeling, monthly reporting

Growth — AED 5,000/month
Up to 3 seed audiences, all modeling types, bi-weekly reporting, audience activation support

Enterprise — Custom pricing
Unlimited audiences, firmographic B2B modeling, real-time model updates, dedicated team

FAQ

What data do I need to get started?
A minimum of 500–1,000 existing customers with transaction or engagement data. We help you prepare and clean the data.

Where can I activate the lookalike audiences?
Google Ads, Meta Ads, programmatic DSPs, CRM platforms, and email marketing tools.

How long does it take to see results?
Initial model output is available within 2–3 weeks of onboarding. Optimization typically shows measurable impact within 60–90 days.

Is this different from Meta or Google lookalikes?
Yes. Platform-native lookalikes are limited to their own data. Our models are built on your first-party data and can be activated across any channel.