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Fintech / InvestingMulti-Asset Investing Platform32 min

Public Business Model: How a 'Social Investing' Platform Built a Diverse Income Engine

How Public.com transitioned from a Robinhood competitor into a multi-asset 'Investing OS', leveraging high-yield cash, alternative assets, and transparent revenue models.

Updated: 2026-07-04Data as of 2026-07-04By Litmus Research
Public

Public

Invest in everything

https://public.com

Founded by

Jannick Malling & Leif Abraham

$421M raised across 10 rounds (valued ~$2B)

Founded

2019

HQ

New York, NY

Team

~877 (May 2026)

Revenue

Not disclosed (private; multi-asset fee + interest mix)

The Public Story: From Social App to Everything App

The Social Beginning (2019)

Public.com launched with a bold premise: Investing is a social act. By allowing users to follow each other and see verified portfolios, they brought the "Openness" of X (formerly Twitter) to the "Security" of a brokerage. They were the first to make "Slices" (fractional shares) a primary UI feature.

The PFOF Revolution (2021)

During the 2021 meme-stock frenzy, Public made a daring move. They announced they would stop taking "Payment for Order Flow"—the controversial practice of selling user trades to market makers. Instead, they asked their users to "Tip" them. This established Public as the "Ethical Broker," a branding moat they still enjoy.

The Multi-Asset Pivot (2022-2024)

Public realized that the retail investor was maturing. They didn't just want stocks; they wanted the yields of Treasury Bills and the upside of Fine Art. By acquiring Otis and launching T-bills, Public transformed from a "Stock app" into a "Wealth OS."

Why Dropping PFOF Was a Business Decision, Not Just Ethics

The 2021 move looks like a moral stand, but the economics were sharp. Payment for order flow rewards a broker for one thing: more trades, faster, regardless of whether the user wins. Public's founders bet that the maturing retail investor — older, more diversified, sitting on $10k-$100k — would pay (or stay) for a broker whose incentives weren't secretly at war with theirs. Walking away from PFOF forced Public to build revenue that didn't depend on churn: net interest on cash, a paid Premium tier, securities lending. That is a structurally healthier mix than a pure transaction broker, even if it grows slower.

The Agentic Brokerage Pivot (2026)

Public's AI strategy has moved well beyond research-only "Alpha." On March 31, 2026, Public publicly launched "Agents" as part of what it calls the world's first "Agentic Brokerage" — AI agents that execute user-approved, recurring trading, rebalancing and cash-management actions across stocks, options and crypto, not just research summaries. Alpha itself remains a free AI research tool (available to all Public investors at no charge, per Public's help center) that turns raw earnings calls and 10-K filings into readable summaries; it is no longer the headline AI product. The recurring paid subscription in Public's mix is "Public Premium" (~$8/mo billed annually, ~$10/mo billed monthly), a separate tier unlocking advanced data, pre/after-hours trading and custom investment plans. Public also launched "Generated Assets" in May 2025 — AI-generated custom stock indexes built from natural-language prompts, carrying a 0.49% annual management fee and a $1,000 minimum — a distinct, monetizable product line. Around this sits the widest asset menu in retail: stocks, options, bonds, treasuries, crypto and alternatives like fractional art and music royalties, all under one tax-aware roof. Public remains private — valued near $2B in 2025, up from $1.2B at its 2021 Series D, with roughly 877 staff and 3M+ members — and does not disclose revenue, so the figures here describe the *mix* and mechanism, not audited totals.

Latest Updates (2026-07-04)

2026-03-31Public launches 'Agents' and positions itself as the world's first 'Agentic Brokerage' — AI agents that autonomously execute user-approved trading, rebalancing and cash-management workflows across stocks, options and cryptoPR Newswire / Morningstar / Yahoo Finance / CDO Magazine
2025-05Public launches 'Generated Assets' — AI-generated custom stock indexes from natural-language prompts, with a 0.49% annual management fee and $1,000 minimumPR Newswire / help.public.com
2025-11Public acquires Alto's crypto IRA business (~$65M cash/stock, ~$600M AUM), expanding into crypto retirement accountsTracxn / company profile aggregation
2025Valuation cited around $2B, up from the $1.2B 2021 Series DForbes / Tracxn

The Problem: Retail Investing Was Gamified and Fragmented

The Gamification Trap

The 2020-2021 retail boom exposed an ugly truth: most "free" trading apps made money precisely when users traded more, often recklessly. Confetti animations, options nudges, and payment-for-order-flow (PFOF) all pushed beginners toward high-frequency churn. The incentives of the broker and the investor were quietly at war.

The Five-App Problem

A modern investor's money was scattered. Stocks lived in one app, a high-yield savings account in a bank, treasuries behind a clunky government portal, crypto on a separate exchange, and bonds were effectively off-limits to anyone without a private banker. There was no single, trustworthy "balance sheet" view of one's wealth.

The Research Gap

Retail investors were drowning in noise—Reddit threads, finfluencer hot takes, fragments of earnings calls—without the institutional-grade research tools that professionals pay thousands for. Public set out to solve all three: align incentives, unify assets, and democratize research.

The Yield Lockout

Here is the gap that mattered most commercially. From 2022 onward, US interest rates jumped to 5%+, yet the average retail saver had no easy way to capture it. Treasuries meant wrestling with the clunky TreasuryDirect government portal; corporate and municipal bonds were effectively walled off behind five-figure minimums and a private banker. Tens of millions of people were leaving real yield on the table inside a 0.5% bank savings account simply because the rails to safe, high-yield assets were built for institutions, not individuals. Public read that lockout as its single best wedge: lead with the safe, boring, high-yield product, then own the relationship.

Key Metrics (FY24)

Not disclosed (private; multi-asset fee + interest mix)

Revenue

Private; scaling unit economics

Profit

3M+ members

Users

Stocks, bonds, options, treasuries, crypto, alts

Daily Trades

Top US multi-asset neo-brokerage

Market Share

The Solution: The Multi-Asset, Transparent Flywheel

1. The "Safety" Inflow (Treasuries & Bonds)

Public uses high-yield safety products to attract new users. Once someone parks cash in a treasury or bond product, Public becomes their primary investing home, and the platform cross-sells into stocks, options, crypto and alternatives—all in one account.

2. No PFOF, Aligned Incentives

In 2021 Public dropped payment for order flow and asked users to "tip" instead. It was a deliberate signal: Public would not profit by encouraging reckless trading. That transparency became a durable brand wedge against rivals.

3. The AI Layer (Agents, Generated Assets, Alpha, Public Premium)

Rather than relying purely on transaction revenue, Public built a stack of AI and premium products: "Agents" (launched March 2026) let users approve AI agents to autonomously execute recurring trading, rebalancing and cash-management actions; "Generated Assets" (May 2025) builds custom AI-generated stock indexes for a 0.49% management fee; "Alpha," the original AI research suite, is free to all users and turns raw earnings calls and filings into readable insight as a secondary tool; and "Public Premium" (~$8-10/month) is the separate paid subscription tier unlocking advanced data and extended-hours trading. The pitch has evolved from "make money when users understand their investments" to "make money when users let AI act on their behalf, or pay for more power," not just when they trade.

4. One App for Everything

Equities, options, bonds, treasuries, crypto, and alternative assets sit under a single, automated, tax-aware roof—with portfolio automation and direct indexing layered on top. The technical complexity of unifying those rails is itself a barrier to entry.

Timeline

2019

The Launch

Public.com launches as a mobile-first social investing app with "Slices" (fractional shares)

2020

Growth Surge

User base explodes during the pandemic retail trading boom

2021

The PFOF Pivot

Public famously stops taking Payment for Order Flow, introducing optional "Tipping" instead

2022

Alternative Assets

Acquires Otis to allow users to invest in collectibles like Blue-chip Art and Sneakers

2023

Treasury Bills

Launches a high-yield T-bill product, capturing the high-interest-rate environment

2023

Research Platform

Launched "Alpha," a free AI-led research/watchlist tool aimed at competing with Bloomberg for retail (debuted 2023; standalone app Dec 2024)

2024

The Bond Market

Opened up the corporate and municipal bond market to retail investors with low minimums

2025

Generated Assets

Launches AI-generated custom stock indexes from natural-language prompts (0.49% mgmt fee, $1,000 minimum)

2026

Agentic Brokerage

Launches "Agents" and positions itself as the world's first "Agentic Brokerage" — AI agents that autonomously execute user-approved trading, rebalancing and cash-management workflows

How Public Makes Money in 2026

Public is private and does not disclose revenue (it was valued near $2B in 2025, up from $1.2B at its 2021 Series D, with ~877 staff and 3M+ members), so what matters is the mix and mechanism. The defining fact is that Public dropped payment for order flow in 2021 — so unlike Robinhood, it cannot earn by maximizing trade churn. It built a healthier, mostly non-transactional stack instead.

Interchange and interest on cash (~50%, the largest line).

Net interest margin on uninvested cash plus T-bill management fees. This is the rate-sensitive engine: the 5%+ rate environment made it lucrative, and a hard rate-cut cycle is the model's biggest risk.

AI products & Premium — Agents, Generated Assets, Public Premium (~20%).

Since March 2026, "Agents" (Public's "Agentic Brokerage") is the flagship AI product: users approve AI agents to autonomously execute recurring trading, rebalancing and cash-management actions. "Generated Assets" (launched May 2025) charges a 0.49% annual management fee on AI-generated custom stock indexes ($1,000 minimum). "Public Premium" (~$8/month billed annually, ~$10/month billed monthly) is the separate paid subscription tier unlocking advanced data and pre/after-hours trading — "Alpha," the original AI research tool that turns earnings calls and 10-Ks into readable summaries, is free to all users and is a secondary, experimental tool rather than the headline AI product. Crucially, this revenue is *not* tied to trading volume — Public earns when users delegate, subscribe or research, not just when they trade.

Securities lending (~15%).

Lending shares to institutional short-sellers.

Markups on alternatives and crypto (~10%) and consumer tipping (~5%).

Fees on higher-complexity alternative-asset and crypto transactions, plus optional tips on zero-commission trades — the post-PFOF model in miniature. Public also acquired Alto's crypto IRA business (~$65M cash/stock, ~$600M AUM) in November 2025, expanding into crypto retirement accounts.

Public has stated an intent to move toward self-clearing to keep more margin per trade, though the completion status of that transition isn't independently confirmed in current disclosures. The strategic point: every line either grows when the customer succeeds, or doesn't depend on them trading at all.

Business Model Canvas

The Modern DIY Investor

60%

Millennial and Gen Z users looking for a clean, non-gamified investing experience

The Yield Seeker

25%

Users looking for safe, high-yield alternatives to traditional savings (T-bills, Bonds)

Alternative Asset Collectors

15%

Investors looking to diversify beyond stocks into Art, Music Royalties, and Crypto

Investing Community

A transparent feed where users can see what experts and friends are buying without the "Meme-stock" noise

Multi-Asset Simplicity

One app for Stocks, Bonds, Crypto, T-bills, and Alternative assets

Institutional Research for Retail

AI-driven earnings call summaries and institutional-grade data at a fraction of the cost

No PFOF Transparency

Conflicts of interest removed—Public aligns its execution with user success

Interchange & Interest on Cash
50%(Largest line)

Net interest margin on uninvested cash plus T-bill management fees — the rate-sensitive engine

AI Products & Premium (Agents, Generated Assets, Public Premium)
20%(Recurring)

Since March 2026, "Agents" (Agentic Brokerage) is the flagship AI product; "Generated Assets" carries a 0.49% mgmt fee; "Public Premium" (a separate paid tier, ~$8-10/mo, unlocking advanced data and pre/after-hours trading) is the recurring-subscription line — "Alpha," the AI research assistant, is free to all users. Revenue not tied to trading volume

Securities Lending
15%(Meaningful)

Lending shares to institutional short-sellers

Markups on Alts & Crypto
10%(Transaction-led)

Fees on higher-complexity alternative-asset and crypto transactions

Consumer Tipping
5%(Small)

Optional tips on zero-commission trades (the post-PFOF model)

Customer Acquisition40%

Cost of influencer fees and referral payouts

Tech & Engineering35%

Platform development and AI research scaling

Operations & Compliance15%

Regulatory licensing and monitoring

Personnel10%

Brokerage and research analyst staff

Growth Strategy: The Mass-Affluent Wedge

1. Capturing the "Mass-Affluent"

Public targets the user with roughly $10k-$100k in assets who feels too sophisticated for Robinhood's tap-to-buy simplicity but too young (or too small) for a Schwab advisor. That mass-affluent band is the fastest-growing slice of the digital wealth market—and it values transparency and research over confetti.

2. Yield as the On-Ramp

In a higher-rate world, Public used treasuries and bonds as the top of the funnel: park cash for a competitive yield, then get cross-sold into stocks, options, crypto and alternatives. The strategic risk—flagged across the sector—is that a sharp rate-cut cycle compresses the cash-interest revenue that powers much of the model, which is exactly why Public keeps widening its asset menu.

3. Becoming the Agentic Layer

The long game has shifted from making "Alpha" licensable research to making "Agents" (the March 2026 Agentic Brokerage launch) the default way retail investors delegate portfolio actions — positioning the company as the execution-and-research layer of retail finance rather than just another brokerage. Owning the why *and* the doing of investing, not only the where, is the harder-to-copy moat.

Competitors

PublicMarket Leader
Users: 3M+ members
Fee: ₹0 / ₹20
Robinhood
Users: 24M+
Fee:
Strength: Absolute retail market share and options lead; ~8x Public's member base
Weakness: PFOF-dependent and gamified — the exact model Public weaponizes its "no PFOF" trust against
Wealthfront
Users: 1M+
Fee:
Strength: Automated robo-advisor lead, set-and-forget
Weakness: Passive index-only; no self-directed multi-asset trading, social feed or alts
Interactive Brokers
Users: 2.5M+
Fee:
Strength: Pro-grade data and global equity access
Weakness: Built for active pros; intimidating UX loses Public's research-minded mass-affluent user
Yieldstreet
Users: 500k+
Fee:
Strength: Alternative-asset specialist with deeper private-market inventory
Weakness: Alts-only and accredited-skewed — lacks Public's everyday stocks/bonds/treasury core

The Competitive Moat: Intellectual Trust

1. The "Transparency" Brand

In a post-FTX, post-GameStop world, trust is the rarest commodity. Public’s "No PFOF" stance created a level of brand equity that is essentially a shield against regulatory crackdowns on other fintechs.

2. Multi-Asset Frictionlessness

The tech stack required to let a user trade a US Treasury bill, a piece of a Rolex, and 0.001 shares of Amazon in one interface is incredibly complex. Public has built a "Vertical Integration" of assets that would take a legacy player years to copy.

3. The Agentic Brokerage Engine

Public's AI is trained on its internal data and verified community sentiment, and since March 2026 it powers "Agents" — autonomous, user-approved execution across trading, rebalancing and cash management, positioned as the world's first "Agentic Brokerage." Alpha, the original free research tool, still converts engagement from "when you trade" to "when you research," while the separate paid "Public Premium" subscription converts revenue from research-adjacent power features. Agents (and the fee-generating "Generated Assets" product) are now the bigger strategic bet — a far healthier incentive than transaction churn, and a harder moat to copy than research summaries alone.

4. The Self-Clearing Edge

By moving toward self-clearing rather than renting clearing from a third party, Public aims to capture more margin on each trade and reduce counterparty risk — though the completion status of this transition is not independently confirmed in current public disclosures. It's invisible to users but, if fully executed, would quietly improve unit economics on every transaction—the kind of infrastructure investment that compounds at scale.

Public vs Competitors

Public vs Robinhood

Robinhood monetizes trading volume via PFOF; Public deliberately built a non-PFOF, research-and-yield model for mature investors.

DimensionPublicRobinhood
PFOFDropped in 2021 (tipping instead)Core revenue source
Top revenue lineInterest/interchange on cash (~50%)PFOF + Robinhood Gold + net interest
Target userMass-affluent ($10k-$100k)Mass-market beginners
Asset menuStocks, options, bonds, T-bills, crypto, altsStocks, options, crypto, retirement
DifferentiatorAgentic Brokerage (Agents) + free Alpha AI researchSimplicity + scale

L
Litmus Score Comparison

Overall 89 vs 82
94
88
96
85
88
82
90
80
85
86
92
83
89
78
84
75
87
84
Full Public vs Robinhood comparison

Public vs Wealthfront

Wealthfront automates passive portfolios; Public is a self-directed multi-asset platform with AI-driven agentic execution, research and alternatives.

DimensionPublicWealthfront
StyleSelf-directed, multi-assetAutomated robo-advisory
Cash strategyInterest/interchange (~50% of mix)Net interest margin (~60% of revenue)
ResearchAgentic Brokerage (Agents) + free Alpha AI researchAutomated planning, no manual research layer
AlternativesArt, music royalties, bonds, cryptoDiversified ETFs + direct indexing

L
Litmus Score Comparison

Overall 89 vs 91
94
96
96
98
88
85
90
92
85
88
92
95
89
91
84
83
87
89
Full Public vs Wealthfront comparison

Public vs eToro

eToro monetizes execution via spreads and copy trading; Public monetizes cash, research and breadth without PFOF.

DimensionPubliceToro
Core hookNo-PFOF transparency + asset breadthCopyTrader social investing
Main revenueCash interest + subs + sec lendingBid-ask spread (~70%) + crypto fees
Members3M+ members~38M registered, 4.02M funded
StatusPrivate (valued ~$2B, 2025)Public (Nasdaq: ETOR)

L
Litmus Score Comparison

Overall 89 vs 89
94
92
96
95
88
96
90
94
85
82
92
90
89
88
84
86
87
80
Full Public vs eToro comparison

SWOT Analysis

Strengths

  • Widest retail asset menu — equities, options, bonds, treasuries, crypto and alternatives (art, royalties) in one account
  • Dropped PFOF in 2021 (replacing it with optional tips), a durable trust wedge against gamified rivals post-FTX/GameStop
  • Multi-asset, research-led base skews older and more diversified (~3.2 asset classes/user) than single-stock apps
  • First-mover on a simple 5%+ retail Treasury product, pulling in "safety capital" as a low-cost on-ramp
  • First-mover "Agentic Brokerage" (Agents, launched March 2026) plus Generated Assets and the paid Public Premium subscription shift revenue from per-trade churn toward recurring, trading-independent product lines

Weaknesses

  • Far lower trade volume than Robinhood (24M+ funded) or Fidelity, capping transaction-linked revenue
  • Private and revenue undisclosed; financial transparency lags the public-broker peers it competes with
  • Cash-interest revenue (a large share of the mix) is rate-sensitive — a cutting cycle compresses it directly
  • Brand resonates with research-minded retail but is thin in the mass market Robinhood owns

Opportunities

  • Become the primary wealth account for the $10k-$100k mass-affluent band underserved by both Robinhood and Schwab advisors
  • License "Agents"/"Alpha" as standalone B2B agentic-execution and research products beyond Public's own app
  • Layer private credit and direct indexing to deepen the multi-asset menu
  • Use self-clearing margin gains (if and when that transition completes) to fund yield and research incentives rivals can't match

Threats

  • !A sharp rate-cut cycle erodes the cash-interest revenue that funds much of the model
  • !SEC tightening on alternative-asset and AI-research marketing could constrain Public's differentiators
  • !Schwab/Fidelity bundling free multi-asset trading into existing relationships
  • !AI research errors (hallucinated summaries) carry outsized reputational and regulatory risk in finance

L
Litmus Framework Analysis

customer Segment94%

The Mindful Investor.

value Proposition96%

Everything in One Hub.

marketing Channel88%

Creator Led Growth.

engagement90%

Educated Stickiness.

income Source85%

Transparency First.

asset Validation92%

The Research Data Moat.

core Operations89%

Efficient Execution.

strategic Alliance84%

Connecting with Creators.

expense Validation87%

Lean and Focused.

product94%
market85%
team90%
financials78%
competition82%

Lessons for Founders

1. Ethics is a Marketing Strategy

By being the only player to say "No" to a major revenue source (PFOF) based on principle, Public earned millions in free PR and higher-quality user leads.

2. Solve for the "Mature" User

Early adopters grow up. Public succeeded by building a product that grew with its users—moving from "Meme stocks" to "Treasury Bills" as the market changed.

3. Assets are Ornaments; Data is the Tree

The ability to trade stocks is a commodity. The ability to understand *why* you are trading is the value. Focus on the "Intellectual Layer" of your product.

4. Ecosystem Dominance via Variety

If you own the user's cash, their stocks, and their art, you own their entire financial life. Diversity of asset classes is the ultimate retention hack — a Public user holds an average of ~3.2 asset classes, and each added class is one more reason never to leave.

5. Engineer Revenue That Doesn't Punish the User

The deepest lesson from the PFOF exit: design your revenue so it grows when the customer succeeds, not when they self-harm. Public's net-interest, subscription, and securities-lending mix means it earns whether users trade or simply hold and research. Founders in any "free" consumer category should ask whether the default monetization quietly incentivizes the behavior that hurts the user — and whether a slower but aligned model is the more defensible business.

6. Use a Yield Product as a Cheap On-Ramp — but Watch the Rate Risk

The 5%+ Treasury product was a brilliant acquisition channel: safety-seeking savers parked cash, then got cross-sold into the wider menu. The catch is that the same cash-interest line is the most rate-sensitive part of the model. The takeaway is to treat a rate-driven hook as a customer-acquisition tool, not a permanent revenue pillar, and to widen the product surface before the rate cycle turns.

Key Takeaways

1

Public.com has successfully pivoted from a simple brokerage into a multi-asset "Investing OS."

2

Their "No PFOF" branding has attracted a more mature, higher-LTV user base compared to gamified rivals.

3

AI products (Agents, Generated Assets) plus the paid Public Premium subscription provide a recurring revenue stream and a significant competitive moat — with "Agents" (launched March 2026) now the flagship "Agentic Brokerage" play, not just research; the "Alpha" AI research tool itself is free to all users.

4

By integrating safety-first products (T-bills) with high-upside alternatives (Art), Public has become a "Total Wallet" solution for modern investors.

Frequently Asked Questions

How does Public.com make money without payment for order flow?
After dropping PFOF in 2021, Public built a non-transactional stack: net interest and interchange on cash plus T-bill fees (~50% of the mix), AI products & Premium at ~20% of the mix (led by the March 2026 "Agents" Agentic Brokerage launch, the 0.49%-fee "Generated Assets" product, and the paid "Public Premium" subscription at ~$8-10/month — the free "Alpha" research tool is now a secondary feature), securities lending (~15%), markups on alternatives and crypto (~10%) and optional consumer tipping (~5%). It earns whether users trade, delegate to AI, subscribe, or simply hold and research.
Why did Public drop payment for order flow?
Partly principle, partly economics. PFOF rewards a broker for more and faster trades regardless of whether the user wins. Public bet that its maturing, more affluent users would prefer (and stay loyal to) a broker whose incentives weren't at war with theirs — and the move generated significant free PR, turning "No PFOF" into a durable brand wedge.
Is Public.com profitable, and what is it worth?
Public is private and does not disclose revenue or profit, so figures describe the revenue mix, not audited totals. It was valued near $2B in 2025, up from $1.2B at its 2021 Series D, and operates with roughly 877 staff serving 3M+ members across a multi-asset platform.
What is Public Premium / Alpha?
They are two different products. "Alpha" is Public's AI research assistant, free to all Public investors, turning raw earnings calls and 10-K filings into readable, retail-relevant summaries. "Public Premium" is the separate paid subscription tier (~$8/month billed annually, or ~$10/month billed monthly) that unlocks advanced data, pre/after-hours trading and custom investment plans — it isn't Alpha-specific. As of March 2026, Public's flagship AI product is "Agents," part of its "Agentic Brokerage" positioning, where AI agents autonomously execute user-approved trading, rebalancing and cash-management actions. Public also sells "Generated Assets" (AI-generated custom stock indexes, 0.49% annual fee, $1,000 minimum). Together, Public Premium, Generated Assets and Agents give Public recurring, trading-independent income lines, while Alpha remains a free engagement/retention tool.
What can you invest in on Public?
Public offers the widest menu in retail under one tax-aware roof: stocks, options, bonds, treasuries, crypto, and alternatives like fractional art and music royalties. A typical Public user holds about 3.2 asset classes, and each added class raises switching costs — diversity of assets is the platform's core retention mechanism.
Public vs Robinhood: what is the difference?
Robinhood relies heavily on payment for order flow and monetizes trading activity; Public dropped PFOF and earns mainly from cash interest, its "Agents" Agentic Brokerage and Generated Assets AI products, and the paid Public Premium subscription (plus securities lending). The "Alpha" research tool itself is free on Public. Public targets the more mature mass-affluent investor ($10k-$100k) who wants transparency and multi-asset breadth over gamified tap-to-buy simplicity.
What is Public's biggest risk?
Rate sensitivity. The largest revenue line (~50%) is interest and interchange on cash, which thrived in the 5%+ rate environment. A sharp rate-cut cycle would compress it, which is exactly why Public keeps widening its asset menu and pushing trading-independent revenue lines (Agents, Generated Assets, and the paid Public Premium subscription — the free Alpha research tool doesn't itself generate subscription revenue).

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