Scaling Avant's Credit Card Acquisition Across Paid Social Search and Display
Avant is a Chicago-based consumer lending platform competing in the near-prime credit card market against established issuers. The core challenge is scaling qualified prequalification starts while maintaining return on ad spend across a full funnel spanning Meta, Google, and programmatic channels. We run end-to-end acquisition including media buying, audience architecture, and creative production.
A Near Prime Lender Competing for Cardholders Against the Biggest Issuers in America
Avant is a Chicago-based consumer lending platform founded in 2012 by Al Goldstein and John Sun. The company has originated billions in personal loans and built a growing credit card product, the Avant Credit Card issued through WebBank, targeting near-prime consumers with credit scores typically between 580 and 700. In a market where Capital One, Discover, and Upgrade dominate acquisition spend on the subprime and near-prime end, Avant competes on transparent pricing, no hidden fees, and a streamlined digital application experience.
Growth was constrained by rising acquisition costs, strict regulatory requirements governing financial advertising disclosures, and the difficulty of reaching qualified applicants at scale without overspending on consumers unlikely to pass underwriting. Avant engaged us to manage millions in annual advertising spend across paid social, paid search, and programmatic display, build a full funnel acquisition architecture from cold prospecting through to retargeting, and produce all ad creative end to end within compliance guardrails. The credit card line is central to Avant's revenue and customer lifetime value strategy.
Prospecting Architecture Built for Regulated Credit Products
We structure Avant's paid social acquisition on Meta across two parallel campaign architectures. Advantage+ Shopping campaigns handle broad prospecting with algorithm-led optimisation toward prequal start events. Alongside these, manually segmented ad sets target financial interest clusters and lookalike audiences built from Avant's highest-LTV cardholders. All conversion events pass through the Conversions API with server-side deduplication to ensure bid algorithms receive clean signal.
Budget allocation shifts weekly based on cost per funded account, not cost per click. We exclude existing customers via daily CRM syncs and suppress recently declined applicants to protect spend efficiency and brand perception.
Defending Brand While Conquesting the Most Expensive Credit Keywords
Avant competes for keywords where Capital One, Discover, and Upgrade dominate auction density. We architect Google campaigns into branded defence, generic prospecting, and competitor conquesting tiers. Branded campaigns protect Avant's own search terms at controlled CPAs. Generic campaigns target intent-rich queries like 'credit card for 600 credit score' segmented by match type and historical prequal conversion rate.
Enhanced conversions feed offline approval and funding data back into Smart Bidding, giving Google signal depth that surface-level advertisers cannot match. This downstream data loop is the single largest driver of our search ROAS improvement.
Compliance First Creative That Still Outperforms at Volume
Every Avant ad must include Schumer Box disclosures, APR ranges, and issuer identification for WebBank. We build this compliance layer into our creative production pipeline from the start rather than retrofitting it. Our testing framework runs 15 to 20 variants per month across static, motion, and UGC-style formats, with hooks sorted into four themes including rate transparency, no annual fee, credit building narrative, and speed of approval.
Winning hooks rotate on a three-week fatigue cycle monitored through frequency-adjusted CTR. This system lets us maintain creative freshness at volume while never risking a compliance violation on a live ad.
Nine Thousand Retarget Audiences and a Data Pipeline That Reaches the Funded Account
The engagement's technical foundation is a retargeting and measurement architecture built around Avant's prequalification funnel. We have constructed over 9,000 discrete audience segments by decomposing the prequal flow into micro-stages, including landing page visitors, form initiators, partial completions segmented by drop-off field, completed prequal starts, approved applicants, and funded cardholders. Each stage feeds exclusion and suppression logic across Meta and Google simultaneously, ensuring no spend is wasted on users who have already progressed or been declined.
The real advantage sits in our offline conversion pipeline. Approved application and funded account data flows from Avant's systems into both Meta's Conversions API and Google's enhanced conversions on a daily cadence. This gives bid algorithms signal on actual business outcomes, not proxy events. We weight funded accounts at 5X the value of prequal starts within our bidding models, which forces the algorithms to optimise for revenue quality over volume. Most financial advertisers optimise to the click or the form start. We optimise to the account that generates lifetime card revenue.
A 22% Prequal Lift That Rewrites How Near Prime Credit Cards Scale
The engagement has delivered a 22% lift in prequalification starts, a 3X increase in return on ad spend, and the creation of over 9,000 new retarget audience segments that feed both our campaigns and Avant's broader marketing operations. These results come from treating prequal starts not as a vanity metric but as a leading indicator tied directly to funded accounts and card activations downstream. Every optimisation decision we make is grounded in that full-funnel attribution chain, from impression to active cardholder.
The near-prime credit card market is entering a period of significant change. The CFPB's evolving stance on credit card late fees and marketing disclosures will reshape how every issuer communicates offers. Meanwhile, open banking data through platforms like Plaid and MX is beginning to unlock audience signals that go beyond credit bureau attributes, enabling acquisition targeting based on real cashflow patterns rather than score bands alone. We are already testing these signals within Avant's prospecting campaigns, positioning the programme to capitalise on a shift that most competitors have not yet adapted to.
