Which Fintech Brands Win in AI Search? We Analyzed 68,000 Answers to Find Out

Key Findings

Note: Note: Our AI Visibility Score is a 100-point measure combining how often a brand appears in AI answers, how early it’s mentioned, and how many categories it shows up in. 

Apple ranks #1 for AI visibility with a score of 65.6/100, boosted by Apple Pay’s saturation in AI answers and established product presence. AI platforms don’t share the same information sources. Reddit, for example, is mentioned in ChatGPT answers more often than of Perplexity and Claude answers. Among 7k brands studied, none cleared a score of 66. In contrast, by category, brands like Klarna own answers for BNPL (shows up in 92% of answers), suggesting more strategic focus on building category saturation versus broader presence. SoFi leads pure fintech brands for AI visibility, scoring 64.6/100. Raw volume of mentions alone doesn’t win, position at the top of the answer matters too: PayPal has the highest mention count in the dataset at 14,294 but ranks third overall because they’re being mentioned after other competitors. Category concentration varies sharply. Klarna appears in 91.8 percent of buy now, pay later (BNPL) answers, while no lending or credit brand cleared 43.7 percent. Third-party coverage is now an AI visibility lever. Comparison site and financial media coverage can influence which brands appear in AI-generated fintech answers. By category, the top 3 brands for volume of answers and position in answers owned visibility, while brands scoring below the top 3 were close to invisible.

“What’s the best budget tracking app?” 

“How do I send money to friends and family?” 

These are the types of financial questions millions of people are bringing to the internet every day. Traditionally, you could find answers to these questions on blogs or fintech product homepages, but AI has become one of the primary channels for discovering fintech tools in recent years. Instead of Google, people are bringing their financial queries to channels like ChatGPT and Claude.  

Unfortunately, brands in the space have struggled to how often they show up on these platforms as consumers have started to rely on them more heavily for answers. 

Our study examines 68,334 answers to 250 prompts across five different AI platforms. Our queries also covered 10 categories of consumer fintech products
to deliver a clear picture of the space. 

Why AI Brand Presence in Fintech Matters Now

Fintech data platform Plaid reports that more than 200 million people ask ChatGPT personal finance questions every month. That’s only one platform. When you factor in other channels, such as Google AI Overviews and Claude, the volume of financial decisions shaped by AI answers grows very quickly.  

A LendingTree survey found that nearly half (49 percent) of AI chatbot users say AI has influenced at least one of their financial decisions, most often related to budgeting, taxes, or opening or closing an account or loan. 

Success in traditional search doesn’t automatically translate to AI visibility, however. You can dominate Google for your priority terms and still fail to appear when ChatGPT provides an answer to a similar query. 

The size of that gap is what stood out most. Across the 68,334 answers we analyzed, 7,317 distinct brands appeared. The highest AI Visibility Score any single brand achieved was 65.6 out of 100. Among pure fintech brands, no one cleared 65, granted, the study covers multiple fintech channels, so someone scoring 90 to 100 isn’t likely. 

While an extremely high score isn’t likely, the scores and dispersion of our fintech brands show us there’s an opportunity for newcomers to show up in a fragmented space.  

How We Measured Fintech AI Visibility

Here’s the breakdown of how we got our results: 

Platforms. We ran the same prompts across five AI systems: ChatGPT (GPT-5), Google AI Overviews, Gemini 2.5, Perplexity, and Claude Sonnet 4. We chose these because they were the highest-performing platforms in our previous AI platform study. Google AI Overviews is included because it appears in standard Google search results regardless of whether the user opts in.  Prompts. We wrote 250 prompts (25 per fintech category) to mirror how real people ask AI about financial products. Instead of generic “best of” queries, we built each one around a purchase decision with context and product-fit specifics. We ran the prompts across all five platforms, and the analysis covered a total of 68,334 answers.  Scoring. The AI Visibility Score is a 100-point scale built from three components: Frequency (50 points, the share of answers in which a brand appears), Position (30 points, how early the brand shows up in the answer text), and Coverage (20 points, how many of the 10 fintech categories the brand appears in). 

A few things worth calling out about the methodology: Our 10 categories were selected off industry relevance. We also inferred position from the first mention in the answer text, and we scored sentiment from the surrounding keyword context. Both are text-based proxies, not human-coded labels, which we’re flagging so readers can weigh the numbers with that context in mind. 

The Fintech AI Visibility Index: Overall Rankings

The top-scoring brand across our entire fintech-focused dataset is Apple, with an AI Visibility Score of 65.6 out of 100. Although Apple is a nuanced case with some financial products (Apple Pay, Apple Card, etc.), it’s worth noting that any fintech brand competing for AI visibility is also competing with tech-adjacent products it might not have considered rivals. 

Among pure fintech brands, SoFi leads at 64.6. It wins for a specific reason: SoFi is the only brand in our study to appear in all 10 fintech categories, including banking, lending, investing, and money transfers. Frequency (how consistently a brand is recommended within a specific topic) accounts for half the total score, but breadth (how often they’re mentioned across those 10 topics) accounts for another 20 percent, and no other fintech brand comes close to SoFi. 

Behind the top two, the leaderboard clusters tightly. PayPal (59) is third overall. The middle of the pack is a cluster of four brands within a 2-point range: 

Chase (57.8)  Intuit (57.2)  Fidelity (56.8) Wise (55.4) 

Charles Schwab (53.6), Chime (53.0), and Revolut (52.6) complete the top 10. 

Fidelity and Wise both score higher than their raw mention volume would predict. Both brands average a first-mention rank of around three, meaning they appear early in the answer. Early mentions are what convert raw visibility into ranking, but the data shows that how often brands show up across categories matters as well. 

Let’s look at Wealthfront as an example. With an overall score of 46, the brand has a high mention count, but it covers only seven of the 10 fintech categories in our dataset. That coverage gap costs it enough points to drop it well below brands with lower raw mention rates but broader category presence. 

The top score on the leaderboard is a significant data point. No brand had an AI Visibility score above 66, and no pure fintech brand exceeded 65. The market leader is barely two-thirds of the way up a 100-point scale. That lack of fintech AI visibility spells opportunity. Fintech brands reading this piece are closer to the ceiling than they might realize. 

Category-by-Category: Who AI Recommends by Topic

The fintech brands in our study exist across the following categories: 

Buy Now, Pay Later (BNPL)  Money Transfer Services  Investing Platforms  Robo-Advisors  Banking/Neobanks  Crypto Platforms  Budgeting Tools  Lending/Credit  Business Finance Tools  Payment Apps 

Each of the 10 fintech categories has its own AI visibility landscape, and the brand that leads the category is often not the brand that leads the overall index. Brand concentration also varies sharply within each category. 

Buy now, pay later (BNPL) is the most consolidated. The top three brands in that category account for nearly every mention. Lending and credit is the most fragmented, with no brand clearing a mention rate of 43.7 percent. 

The rest of the categories sit between those extremes, effectively owned by two or three brands with a long tail behind them. However, these top performers in every category aren’t defined by brand size or search volume. With multiple brands showing up in each answer, there’s potential for challenger brands to rival the top performers in certain categories. 

Here’s how they all break down. 

Buy Now, Pay Later (BNPL)

Klarna appears in 91.8 percent of BNPL answers, the highest single-category saturation rate in the entire dataset. Affirm (83.1 percent) and Afterpay (80 percent) make up the top three in this category. 

PayPal shows up in 64.7 percent of answers and Zip Co. in 54.1 percent, but as supporting mentions rather than contenders for the lead position. Klarna’s average first-mention rank of 2.89 means it appears first in the vast majority of answers in which it’s present. 

Money Transfer Services

Wise leads with 84.7 percent of mentions in the category and maintains that rate consistently across all five AI platforms. That kind of cross-platform consistency is rare throughout our data. Most brands over-index on one or two systems and drop off elsewhere. Wise doesn’t. 

Remitly (66.8 percent) and Western Union (55.2 percent) significantly trail Wise. Wise ranked number 1 in 57.7 percent of answers where it appeared, meaning it’s the first brand mentioned in more than half of the money transfer responses across the dataset. This is the cleanest example of a challenger brand in the study claiming category authority over a legacy brand like Western Union in AI answers. 

Investing Platforms

Fidelity (74.5 percent) and Charles Schwab (73.8 percent) are close enough that AI treats them as co-leaders, contrary to how these two brands typically compete for market share elsewhere. AI doesn’t pick a winner between them. 

Robinhood holds a clear third at 56.3 percent, reflecting its brand recognition among newer investors. Webull (34.5 percent) and Interactive Brokers (33.8 percent) are nearly tied for fourth and fifth, representing a significant drop-off after the top three. 

Established platforms like Vanguard and E*Trade do appear in the data, but they’re below Interactive Brokers. This is despite the fact that Vanguard and E*Trade have massively larger brand monthly search volume, further proving that AI recommendations do not reflect brand size or consumer recognition. 

Smaller brands with strong feature-comparison content are competing directly with category giants in AI answers. Interactive Brokers features comparison content around commission-free trading, fractional shares, and platform tools tend to be surfaced by AI more than material purely based on brand size.  

Robo-Advisors

Betterment (84.2 percent) and Wealthfront (75.7 percent) form the clearest brand pair in the study. When AI answers a robo-advisor question, both names usually appear in the same response. 

Betterment’s average first-mention rank of 2.56 is one of the lowest of any brand in the study, meaning it leads the answer more often than not. 

Fidelity (62.8 percent) and Charles Schwab (58.9 percent) hold supporting positions largely because they offer their own robo-advisor products. Functionally, this is a two-brand category with major institutional players filling the supporting slots. 

Banking / Neobanks

SoFi (59 percent) and Chime (54.2 percent) lead here, and this is where SoFi’s No. 2 overall Fintech AI Visibility Score finds its strongest support. Neither, however, holds the kind of dominant position seen in BNPL or robo-advisors. 

Capital One (40.3 percent) and Ally Bank (40.2 percent) are essentially tied for third, a notable result given how differently the two brands position themselves. Capital One positions itself as the neighborhood bank, opening up brick-and-mortar banking cafes, while Ally focuses on its strictly online presence as its unique selling proposition (USP).  

 These two notable names are followed by Varo (33.5 percent) and Current (28.7 percent), rounding out the top five and showing that AI recognizes challenger banks beyond the largest names. 

Crypto Platforms

Coinbase is one of the few brands in the dataset with a dominant first-place position at a 72.9 percent mention rate, with no legitimate competitor nearby.  

Kraken (64.9 percent) and Binance (52.5 percent) hold a clear second and third. Gemini, the crypto exchange (41.2 percent), and Crypto.com (38.8 percent) compete for the lower tier. 

Binance’s presence varies more across platforms than that of most brands in the study, (44.0% on Google AI Overviews to 61.9% on Claude, for example)  likely reflecting how each AI system handles regulatory and geopolitical sensitivities within this category. 

Budgeting Tools

YNAB leads the budgeting category with a 72.8 percent mention rate and an average first-mention rank of 2.93. It’s almost always the first budgeting tool AI names. 

Monarch Money (55.5 percent) has emerged as a strong second, filling the gap left by Mint when Intuit shut it down in March 2024. PocketGuard and Goodbudget occupy the middle tier with 41.3 and 38.9 percent mention rates, respectively. 

 This category has recently been reshuffled with the loss of Mint, and AI has already settled on YNAB and Monarch as its new top two. 

Lending / Credit

SoFi leads this category with a 43.7 percent mention rate, but this is the most fragmented top five of any category in our list. Upstart (36.5 percent), LightStream (33.1 percent), LendingClub (26.9 percent, prior to its name change to Happen Bank), and EarnIn (26.7 percent) all sit within close range of each other. 

No brand has a commanding position, and the gap between first and fifth place is smaller here than anywhere else in the study. For a well-positioned challenger brand, this is the category with the most opportunity to gain AI visibility. 

Business Finance Tools

Intuit leads this category at 58.3 percent, carried by the combined strength of QuickBooks and TurboTax across multiple prompt types. Xero (41.2 percent) is the clearest runner-up and ranks higher in prompts with an international context. Wave, Expensify, and Zoho are all grouped around 21 percent, competing for the small-business and freelancer tier. 

This category also carries the highest positive sentiment rates. FreshBooks and QuickBooks both clear 75 percent positive framing, driven by AI’s tendency to recommend them in helpful, task-oriented contexts. 

Payment Apps

PayPal leads with a mention rate of 81.5 percent and is the most-mentioned brand in the entire dataset (14,294 total mentions). However, its average first-mention rank of 4.46 tells a more nuanced story. It appears frequently, more than any brand in the study, but not typically first, suggesting AI treats PayPal as a known option to include rather than a default recommendation. 

Venmo follows PayPal at 64.2 percent and frequently appears in the same answers. Cash App (48.1 percent) and Zelle (46.4 percent) sit close together in third and fourth, and Apple Pay rounds out the top five at 39.2 percent.  

Notably, Apple Pay ranks fifth in its category, despite Apple being the overall AI visibility leader across the study, a reminder that broad presence doesn’t translate to category dominance in every subcategory. 

How AI Describes Fintech Brands

In our study, fewer than 2 percent of fintech brand mentions are negatively framed. AI answers about financial products are overwhelmingly positive or neutral, but the lack of criticism isn’t what’s interesting here. The interesting finding is the split between brands AI actively recommends and brands AI merely lists. 

The positive sentiment leaders are primarily business finance tools. FreshBooks, QuickBooks, and Wave all exceed 75 percent positive framing. AI reaches for these brands in instructional, task-oriented queries, where the natural framing is recommendation language (“QuickBooks makes it easy to…”) rather than neutral cataloging. Task-oriented prompt intent produces a recommendation-shaped sentence structure, and a recommendation-shaped structure reads as positive framing. 

Two consumer-facing fintech brands stand out for a different reason. Wise (69 percent positive) and Capital One (68.6 percent positive) both consistently receive genuinely favorable descriptor language (“reliable,” “transparent,” and “well-established”). That framing isn’t from AI’s own judgment. It shows up because AI is pulling from third-party coverage, such as being included in listicles by outside financial publications, that describe these tools that way. 

On the other end, Cash App and Wells Fargo carry the highest relative negative framing among frequently mentioned brands, at 1.7 percent and 1.5 percent, respectively. Both are tied to fee and friction language that appears in complaint-adjacent contexts. 

The strategic read for a fintech marketer is that AI constructs sentiment from the language of the sources it pulls from and the prompt context it operates within. If your brand appears mostly in complaint-heavy contexts, that language shapes how AI describes you. If your brand appears in task-oriented, instructional coverage, the language of those contexts shapes the description too. 

In other words, sentiment reflects your source mix, not your reputation. 

How Brand Presence Shifts by Platform

Running the same prompts across five AI systems revealed three dynamics that measurably separate the platforms: how many brands they name per answer, which specific brands they favor, and where they pull their information from. 

ChatGPT returned the highest mention rates for PayPal (25.3 percent) and SoFi (20.5 percent), both exceeding their respective cross-platform averages. Claude Sonnet 4 returned the lowest mention rates for most major brands, consistent with a more selective response style. 

The most extreme single-brand variance in the entire dataset belongs to NerdWallet, one of the most popular financial comparison/review sites. The brand appeared in 11.5 percent of Google AI Overviews answers versus 1.3 percent of Gemini answers, a multiplier of nine for the same brand appearing on two different platforms. 

Answer Density by Platform

Gemini produced the most brand-dense answers in the study, averaging 9.8 brands per response. Perplexity and Claude sat at the other end, averaging just 6.  

A brand appearing in a Perplexity answer is competing against five others for reader attention; the same brand appearing in a Gemini answer is competing against nine. If a brand has to prioritize which platform to build fintech AI visibility on, the amount of brands per answer should factor into that decision. A platform that pulls information from fewer brands means less competition.  

Brand Mention Patterns Across Platforms

Third-party brand mentions vary meaningfully across AI platforms, and some patterns track with how those platforms operate. Reddit, for example, is named in 12.0 percent of ChatGPT answers and 7.8 percent of Google AI Overviews answers, but in fewer than 0.2 percent of Perplexity and Claude answers.  

ChatGPT and Google both have formal data-sharing agreements with Reddit, while Perplexity and Claude do not. That correlation is notable, though the dataset cannot confirm that the agreements caused the difference. 

Comparison sites show similar platform-specific patterns. NerdWallet is mentioned in 11.5 percent of Google AI Overviews answers but only 1.3 percent of Gemini answers, the largest single-brand cross-platform gap in the dataset. Bankrate also is mentioned most frequently in Google AI Overviews. 

For fintech brands, the takeaway is about where visibility is built. Brands featured consistently across comparison sites and relevant financial media or social discussions tend to appear more often in certain AI outputs. Strong brand-owned content paired with an active social strategy may also help newer brands punch above their weight, as SoFi’s visibility relative to more established financial institutions suggests. 

What This Means for Fintech Marketers

So, what does all this AI data mean for your fintech brand’s marketing strategy? Here are five practical takeaways from the study that marketers can take into account when approaching fintech AI visibility going forward: 

Frequency alone does not win the index. PayPal has the highest raw mention count in the entire dataset at 14,294, but ranks third overall because its average first-mention position (4.46) and category coverage (how many of the 10 categories a brand appeared in) cap its score. High-volume mentions without early positioning leave Visibility Index points on the table.   Category authority beats broad presence for position scores. In the context of our study, category authority is how consistently and prominently a brand is recommended within a specific topic, whereas broad presence would be how many different fintech topics a brand appears across. Betterment and Klarna consistently lead their category answers with average first-mention ranks under three, despite lower total mention volume than PayPal. Owning your category in AI answers is worth more than being adjacent to many.   Recommendation language matters more than positive sentiment. Fewer than 2 percent of mentions in the dataset were negative, which means positive framing is already the baseline. The big question is whether AI names your brand as a recommendation in task-oriented queries or lists it as a possible option among many.   Each platform requires its own strategy. ChatGPT, Gemini, and Google AI Overviews weigh source types differently. ChatGPT favors Reddit mentions, while Google AI Overviews mentions NerdWallet and Bankrate at rates that other platforms don’t match. Gemini pulls from a broader mention mix than either. A single visibility strategy across all five platforms will underperform one calibrated to each platform.   Third-party visibility can strengthen a brand’s presence in AI-generated answers. Coverage in financial media, placement on comparison sites, and relevant Reddit discussions may increase the likelihood that a brand will appear on certain AI platforms. As a result, earned media and generative engine optimization (GEO) should be planned together, even if each is measured against different outcomes. 

Conclusion

Fintech AI visibility is measurable, but it’s a metric that’s unevenly dispersed and still being defined.  

The ceiling of our study is an AI Visibility Score of 65.6, and no pure fintech brand cleared 65. There’s room for growth for the brands that take the right approach. 

The brands that will define fintech AI visibility over the next few years are the ones already measuring their standing today. They know which categories and platforms they’re winning or losing, and they’re acting on that intelligence before the market settles. 

NP Digital tracks these dynamics across dozens of enterprise-level brands, helping teams benchmark their AI visibility by platform and category and build strategies around what the data shows. If you’re trying to understand where your brand stands in AI answers, that’s the work we do every day.