ChatGPT Ads Patterns: Finance & Insurance
Finance & Insurance
3.8% share of impressions, 222 advertisers
ChatGPT officially launched ads in March 2026. Within its first 200 days, the ads business reached a $1 billion annualized revenue run rate. As of September 2026, 43% of ad-eligible US users had seen at least one ad. Click-through rate is up 112% worldwide since launch.
Our State of ChatGPT Ads report, built with Similarweb, analyzed 98,000+ ads and 8,000+ landing pages. We found that top advertisers write net-new copy for ChatGPT instead of reusing their search ads, and that most brands are still in experimentation mode.
Finance and insurance account for 3.8% of US ChatGPT ad impressions, across 222 advertisers. This article zooms in on finance and insurance to see what those patterns look like in one category.
We looked at ads from 6 finance advertisers: Rocket Mortgage, Robinhood, Capital One, Rocket Money, Mastercard, and SoFi. For each one, we reviewed 6 ads, chose one to click on, and the landing page it led to, then checked the live page. Every ad is a ChatGPT "Sponsored text" placement.
Ad Patterns
The 6 companies follow the same ad format for their ‘Sponsored text’ ads:
- Logo and advertiser name
- A short bold headline
- 1-2 lines of copy.
In addition to similarity in the simple ad formats, we identified patterns across copy angles and themes and landing pages. Only one company, Rocket Mortgage, uses a quiz flow, and we detail that out in the last section.
Copy Angles & Themes
Numbers and fees (Robinhood, SoFi, Capital One, Rocket Mortgage)
- Robinhood: "3.6% APY w/ Gold."
- SoFi: "Earn up to 3.30% APY." and "No Fees Required with SoFi."
- Capital One: "No Fees. No Minimums." and "High Yield Savings Rate."
- Rocket Mortgage: uses "rates" in 5 of 9 headlines, like "Today's home loan rates."
Tools and speed (Rocket Mortgage, Capital One)
- Rocket Mortgage: "Refinance calculator," "Online refi calculator" and "Estimate new loan payments."
- Rocket Mortgage & Capital One: "in seconds," "in minutes," "about 5 minutes" and "Get paid up to 2 days early."
Pain points (Rocket Money, Mastercard, SoFi)
- Rocket Money: "Cancel unwanted subscriptions" and "Don't budget with spreadsheets."
- Mastercard: "1 in 5 small businesses face a cyberattack" and "Help Get Your Defense Ready."
- SoFi: "Credit Card Debt. Find Relief With SoFi."
Repetition (Rocket Money, Robinhood, Capital One)
- Rocket Money: "Cancel unwanted subscriptions" and "Don't budget with spreadsheets" each appear 3 times.
- Robinhood: "Trade stocks, ETFs, and options in one place" as the description on 4 ads.
- Capital One: "360 Checking" on 3 ad variants.
Consolidation (Rocket Money, Robinhood, Capital One)
- Rocket Money: "See your subscriptions in one place."
- Robinhood: "Trade in one place."
- Capital One: "Bank All In One Place."
Landing Page Patterns
The patterns below are based on the live pages for all 6 advertisers. Rocket Mortgage's page is a multi-step quiz, and it includes its own pattern section at the end.
Dedicated funnels vs. website pages:
- Both Rocket brands send traffic to stripped-down funnel subdomains (launchpad.rocketmortgage.com and onboarding.rocketmoney.com) with almost no navigation.
- Robinhood, Mastercard, Capital One, and SoFi send traffic to standard site pages with full menus.
Message match
| Company | Ad | Landing page | Match |
|---|---|---|---|
| Capital One | No Fees. No Minimums. | Hero: "No fees. No minimums. And no overdraft fees on bank accounts." | Strong, verbatim |
| Rocket Mortgage | Rocket Mortgage rates. Get personalized home loan rates online. | Quiz: "What type of rates are you looking for?" Refinance, Purchase or Equity. "Takes about 3 minutes." | Strong, the page continues the ad |
| Rocket Money | Cancel unwanted subscriptions. Save hundreds canceling your unused subscriptions. | "Take control of your subscriptions with Rocket Money." Concierge cancels for you. | Strong |
| Mastercard | Send Business Payments Globally… | Mastercard Move: "Modernize global money movement." Contact sales. | Topic match, audience shifts from SME to banks and enterprise |
| SoFi | Push-to-Card Payouts | "The modern worker expects more." Gig worker payouts. Let's talk. | Topic match, "push-to-card" never appears on the landing page |
| Robinhood | Investing Starts Here | "Built for the Future of Trading." Legend charts, futures, ladder trading, margin. | Weak, beginner hook sent to an advanced trader page |
Consumer self-serve vs. sales-led
| Company | Type | First Action |
|---|---|---|
| Capital One | Self-serve | Product picker |
| Rocket Mortgage | Self-serve | Quiz flow |
| Rocket Money | Self-serve | "Get Started" |
| Robinhood | Self-serve | "Sign up" |
| Mastercard | Sales-led | "Contact sales" |
| SoFi | Sales-led | "Let's talk" |
Social stats as proof (Rocket Money, Mastercard, SoFi)
- Rocket Money: “We have saved members over $1 billion in canceled subscriptions” in the hero. 10 million+ app users lower down.
- Mastercard: 95% of the banked population, 200+ countries and territories, 150+ currencies.
- SoFi: a $10T U.S. disbursement market.
CTA repetition (Rocket Money, SoFi, Mastercard)
- Rocket Money: “Get Started” in the hero, then “Sign up now” three times.
- SoFi: “Let’s talk” in the hero and again at the close.
- Mastercard: “Contact sales” in the header and footer, “Learn more” on each solution card.
Rocket Mortgage's quiz flow
- The quiz intends to deliver what the ad’s promise (personalized home loan rates).
- The refi path asks 11 questions before any contact details: loan type, current rate, refi goal, military status, work status, property type, occupancy, credit range, address, home value, and mortgage balance.
- One question per screen. The first 8 questions are multiple choice.
- No site navigation.
Landing page links:
Gen AI Traffic by Company
Avg monthly Gen AI visits (Oct 2025 - Oct 2026)
Researchers
Founder and CEO of Graphite, the research-driven growth agency behind work for Webflow, Adobe, and Upwork. Teaches SEO and AEO at Reforge and is an adjunct professor at IE Business School. Research published in the Financial Times, Axios, and The Atlantic. Previously a growth advisor to Masterclass, Robinhood, and Honey.
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