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Notes on the platform economy
Shorter-form commentary between the papers: new findings, method notes, and takes on platform governance and performance in the wild.
The Loyalty Spillover: How a Food Delivery Subscription Feeds the Restaurant Down the Block
A subscription built to lock you into one delivery app does not just capture a bigger share of your online orders. A new study finds it also sends you out the door to eat at the independent restaurant three blocks away, and the effect fades once that restaurant is a car ride instead of a walk.
The Half-Finished Draft Converts Better Than the Finished One
A field experiment on a generative AI platform found that showing users part of what they just co-created, and holding the rest back, drove more registrations than revealing everything or revealing nothing at all.
The Eavesdropping Trap: Why Letting Users Peek at Paid Answers Can Backfire
Paid Q&A platforms keep adding a cheap option to view an answer someone else already bought, expecting a new revenue stream on top of personalized consulting. A game-theoretic model of the mechanism shows the cheap channel often cannibalizes the expensive one, and can even push up what the expensive one costs.
ChatGPT Didn't Kill Stack Overflow. It Fired the Easy Questions.
A rigorous study of Stack Overflow finds ChatGPT cut question volume by an average of 14 percent, rising toward 28 percent over time, but almost all of the loss is concentrated in routine, well-documented queries. The hard questions survived, and got more valuable.
The Badge That Taxes Everyone Who Doesn't Wear It
Airbnb built Plus to reward its best hosts with a visible quality badge. A new study finds the badge also quietly drained revenue from hosts who changed nothing at all, simply by making them look riskier standing next to it.
The Jack-of-All-Trades Wins Alone. The Crowd Loses Together.
Letting contributors roam freely across task types boosts each person's own standing on an open innovation platform, but a crowd made entirely of roamers quietly produces less, because the breakthroughs depend on focused groundwork that the roamers stopped laying.
Blocking the Exit Doesn't Protect Your Platform. It Protects Mediocre Creators.
A game-theoretic model of TikTok and YouTube shows that letting a creator link out to a rival platform can raise your profits, because the threat of losing viewers is what forces the creator to actually get better.
Your Questions Are Not Getting Lazier Because of AI. They Are Getting Harder.
When Stack Overflow's users got a brief, real taste of ChatGPT-written answers before the platform banned them, the textbook fear was fewer and lazier questions. The natural experiment shows the opposite: more questions, longer, more novel, and more upvoted.
More Comments Help Your Video. Longer Comments Hurt It.
Platforms treat a screen crammed with overlaid comments as clutter to be thinned out. The data says the clutter is not the problem, the word count inside each comment is.
Your Power Users Are Living Double Lives. Your Dashboards Don't Know It.
A new Bayesian deep-learning model built for a large knowledge-sharing platform shows that the same person's reading habits and posting habits are entangled signals about one preference, not two unrelated behaviors, yet most platforms still run a reader model and a creator model that never talk to each other.
The Interface Update That Grows Your Ecosystem Also Grows Android's
Across Apple's five major iOS releases, the interface change that gets developers building more on iOS is the same one most likely to send them off to also build for Android next, and the move that keeps them exclusive is the one that makes them do less.
The Seller Blind Spot That Caps Every Marketplace's Growth
Retail platforms pour their analytics budgets into guessing what buyers will click next. A review of the field's own practice and research suggests the real limit on marketplace performance usually sits on the side nobody bothered to measure well: the sellers.
Stop Copying Apple's App Store. Your Ecosystem May Need the Opposite.
A new discriminating-alignment theory of ecosystem governance argues the architecture that wins isn't the one that grabs the most control, it's the one whose coordination costs match the environment's uncertainty. Apple, Kubernetes, and Tesla's charging standard show why centralizing on reflex, or decentralizing on principle, is itself the error.
The Psychology Gap: Why Austin Tips and El Paso Doesn't
A dataset of 3.2 million personality profiles shows that network-effect platforms adopt earlier in regions higher in Openness to Experience, independent of income, density, or infrastructure, a variable no market-entry spreadsheet tracks, and skipping it can make you misread your own success.
Deleting Posts Won't Fix Social Media. The Ranking Engine Will.
Platforms keep fighting misinformation and polarization at the level of individual posts. A new Journal of Management Studies commentary argues the real externality sits upstream, in how attention is allocated and monetized.
Your Platform's Biggest Risk Lives One Layer Down
Every platform is also somebody else's complementor, and the governance call that ends a business model is rarely made by a horizontal rival, it is made by the layer underneath.
Platform Failure Is a Strategic-Identity Crisis, Not a Feature Gap
BlackBerry and Windows Phone did not lose because their apps arrived late or their screens stayed small, they lost because their strategies stopped matching what each ecosystem was supposed to be for.
A Platform's Favor to Influencers Is a Hidden Tax on Advertisers
When a social network "helps" creators by turning on shoppable links, the bill rarely lands on the creator, it lands on whoever is buying the ad.
Raising the Price of a Lead Can Shrink the Market It Was Meant to Grow
Thumbtack, Angi, and Bark all charge contractors for the right to quote a job, and a new game-theoretic model shows exactly where that fee starts costing the platform its own customers.
Your AI Feature Checklist Is Measuring the Wrong Thing
Snapchat and Spotify shipped the same kind of generative-AI feature within weeks of each other in 2023. One cratered the app's rating to 1.67 stars. The other became one of the most-repeated features in the product. The AI was never the variable that decided which.
The Binge Discount: Why Dropping a Whole Season at Once Can Cost a Platform 39% of Its Revenue
A structural model of a Chinese romance-reading app finds that releasing an entire book the moment it is ready cuts platform revenue by 39% relative to drip-feeding it, and that the most profitable policy isn't binge or weekly, but 40% now and the rest later.
The Anonymity Markup: Why Saying No to Tracking Can Cost You More
A new pricing model finds that when a platform can no longer tell privacy-conscious shoppers apart, it does not let the uncertainty go to waste, it folds them into a group price, and that group tends to pay more.
The Platform Pivot Dies Indoors
Incumbents launching a platform brace for a raid by outside competitors. A new study of a financial-services SME-lending platform, and a decade of UK open-banking data, both show the kill shot comes from inside the building: the business units and partners who already hold the data and won't let go of it.
Lutron Spent 25 Years Building Walls. Then It Helped Tear Them Down.
In 1997 the lighting giant launched a smart-home hub that only talked to its own products over its own radio standard. Today it sits on the board of the industry group that built Matter, the open standard that lets any smart-home device join any platform.
The Outside Executive Doesn't Add Innovation. They Redirect It.
A longitudinal study of startups in the Hadoop ecosystem finds that hiring a senior technology executive from outside the firm boosts expansion into new platform layers while quietly shrinking the effort spent deepening the layer the startup already owns.
The Agent Doesn't Care Who Paid for the Ad
Google's auction, Amazon's sponsored shelf, and a decade of affiliate SEO all depend on a human clicking through a list that someone paid to shape. An agent that works for you, not the platform, has no structural reason to honor that ranking at all.
The Scholar's Mistake: Treating Staking and Grinding as Two Separate Jobs
On a tokenized platform, the capital you stake and the hours you grind come out of the same wallet and the same clock, and a fixed split between the two is not prudent risk management, it is a static guess that a model watching the platform's own feedback loop can beat.
Your A/B Test Is Still Warming Up When the Catalog Changes Underneath It
Randomizing across every new product pair is the textbook way to learn what works, and the paper that gets this right shows it is also the fastest way to burn your traffic on items you'll delete before you learn anything.
Your Fiercest Rival Is Secretly Your Distribution Network
Google and Reddit, Threads and Mastodon, Amazon and the merchants it could crush all look like competitors, but each pair survives because one platform's weakness is a hole only the other can fill.
A new formal model shows that a rival's mountain of data does not automatically win. Under identifiable conditions, a sharper algorithm walks straight through the moat that was supposed to keep it out.
Your Priority Lane Is Not a Price Tier. It Is a Supply Promise Your Drivers Can Break.
Wait-time tiers look like ordinary product-line pricing, but one-to-one matching and forward-looking drivers turn a premium ride option into a supply commitment your own driver pool can quietly refuse to honor.
The Job Everyone Sees Is the One Nobody Can Actually Get
Timee's recommender pushed workers toward the most-favorited shift templates, the ones with the fewest real openings, while genuinely unfilled jobs went begging for exposure. A capacity-aware fix raised the odds a worker actually lands a job from 57.6% to 70.0%.
The Challenger Built the Platform First. The Incumbent Still Wins.
Challenger banks assemble platforms with ease and still can't grow their user base, while legacy-bound incumbents end up dictating curation terms to the very providers built to route around them.
YouTube Kids Doesn't Reward Learning. It Rewards Motion.
A three-study analysis of more than 32,000 children's videos finds that visual motion, not story, teaching, or character, is what keeps a young child's eyes from wandering, and platforms that rank on watch time are quietly training creators to supply more of it.
The Outrage in Your Feed Is a Governance Choice, Not a Content Problem
A new ecosystem-governance theory argues that misinformation and polarization are not glitches in content moderation, they are the predictable output of ranking systems built to sell attention, and no takedown queue can fix a business model.
The Robotaxi Doesn't Beat the Platform It Was Built to Replace
Waymo and Tesla are racing to own every car in the fleet, on the theory that control beats coordination. New game theory says that's backwards: a fixed AV fleet is a capacity bet a firm can't take back, and in large, patient markets the platform that owns no cars at all can still win.
Uber Built the App for San Francisco. Accra Rewired It.
Uber's ride-hailing affordances were engineered for gridded streets, card networks, and predictable regulators. Ghana had none of the three, so drivers and riders quietly rebuilt the platform around it, using WhatsApp calls, cash, and gamed pickup pins instead of the features Uber shipped.
The Vendors Your Sellers Hire Are Quietly Reshaping Your Platform
A shadow market of SDKs, analytics dashboards, and review brokers sits outside every major platform's control, and it is already deciding how much of that platform's trust and data architecture survives.
The Product You Wanted Was on Page Four
A formal model of platform design shows why hiding your best match in a pile of worse ones can be the profit-maximizing move, not a bug in the algorithm. Amazon's antitrust file and the EU's €2.42 billion Google case read like its appendix.
The Verified Badge Isn't Free. It Bills the Poorest Patients.
Endorse a doctor on a health platform and paid demand jumps within weeks, and the free care the poorest patients depended on quietly disappears, with no announcement and no line item anywhere.
Losing the Market, Owning the Task
A national survey of AI-assistant users finds ChatGPT commanding the majority and Gemini a solid second, yet the data on trust and task allocation show platform share is only half the contest underway.
The DMA Did Not Ask Big Tech to Comply. It Made Them Rebuild.
Brussels wrote "fairness" and "user choice" into a statute; Apple, Google, and Meta answered in APIs, fee schedules, and screens, and the shape of those rebuilds, not the law itself, decided who got a new market and who got a new bill.
ChatGPT Didn't Push Freelancers Off the Platform. It Trapped Its Best Ones in Place.
The standard fear was that AI would hit the most skilled freelancers hardest and chase the exposed ones off the platform. New evidence says the opposite: exposed freelancers stayed and bid their way upmarket, and it was the deepest experts in the threatened categories who got stuck.
The Best Onboarding Trick for AI Products Is Showing Users Less
A field experiment on a generative AI platform found that revealing only part of what users just created, not all of it and not none of it, drove more sign-ups than either extreme, upending the instant-gratification instinct behind most AI product design.
Cut the Commission, Feed the Competitor: The Take-Rate Trap
Pricing, matching, and bundling look like three separate dials on a platform's control panel. A single antitrust complaint against Amazon shows they are wired to the same circuit.
Your Neutral Algorithm Is Not Neutral. Your Follower Graph Decides That.
Swap a popularity feed for a collaborative filter that reaches the whole catalogue, and visibility should spread out, unless the follower graph feeding candidates into the ranker quietly hands it back to the same creators.
Uber One Doesn't Reward Riders. It Quietly Subsidizes Drivers.
A new Information Systems Research paper shows a platform's loyalty subscription helps whichever side didn't buy it, so copying Uber One without checking who is actually scarce in your market is a wealth transfer, not a growth strategy.
The Stance Tax: Why Launching an AI Tool Can Cost You Your Best Creators
A new field study of two Chinese art platforms finds that shipping an AI image generator drove creators away, while banning AI-made art drew them in, because creators were reading a signal, not testing a feature.
The Sleep Reminder That Trained the Algorithm to Keep You Scrolling
A campaign built to cut late-night scrolling on a short-video platform instead taught its recommender to serve more of it, usage stayed elevated for weeks after the campaign ended.
A Claimed Title Beats a Verified Badge. Every Single Time.
Users lock in an opinion after a handful of consistent posts, and a self-declared "Dr." wins more trust than a verified account with a huge following. The judgment forms before anyone checks a fact, and a correction issued afterward mostly fails to undo it.
Gig Workers Can Fight the Algorithm. Only the Ones Who Can Afford To.
A new theory of "algoactivism" built from Uber driver data finds that resisting algorithmic management is not a right workers share equally. It is a resource, and most workers cannot afford it.
Interoperability Doesn't Set Users Free. It Redraws Who Holds The Network.
A new formal model of platform interconnection shows that opening the wall helps a small rival's users, drains a giant's edge, and does either depending on the shape of the network, not on any general virtue of openness.
Nothing New Happened. The Market Moved Anyway.
Researchers added old, already public litigation news back onto the Wikipedia pages of public firms and watched retail trading volume jump 15.7% and bid-ask spreads narrow 6.9 basis points, on stories the market had already priced in years earlier.
Reviewer Honesty Follows a Smile Curve. The Middle Is Where It Breaks.
Newcomers rate candidly because they have not yet learned the room. Then they learn it, inflate for years to keep the peace with whoever they are rating, and only turn honest again once their loyalty shifts from that one person to the community itself.
Big Tech's M&A Didn't Shrink. It Went Underground.
New evidence from nearly 6,900 software acquisitions shows that tougher antitrust enforcement against platform giants didn't reduce their dealmaking. It rerouted it toward targets regulators don't flag, while the market overlap enforcers wanted gone never actually went away.
Practice What You Preach Is Not a Cliché. It Is a Governance Mechanism.
Physicians who spend unpaid hours answering strangers' questions on a Chinese health Q&A platform go on to prescribe less and keep hospital stays closer to clinical guidelines, not because anyone is watching, but because they already said the words in public under their own name.
The Cheapest Robotaxi Fleet Is One Nobody Buys
Waymo and Tesla are racing to own more driverless cars. A new model of AV crowdsourcing finds the cheaper fleet is the one platforms lease from private owners between their own trips, and it only pencils out in the exact pockets of the city where the two schedules refuse to collide.
The Waiting Game: How Gig Platforms Turn Your Uncertainty Into Underpay
New theoretical work shows a platform can hold its total wage bill almost flat no matter how large its workforce grows, simply by posting a low price and waiting for whoever hasn't yet learned her own costs. It also shows why a mass movement can't stop that trick, but the right handful of workers can.
Opting out of tracking was supposed to make you harder to price against. New research on platform competition finds it can do the opposite: platforms fold the untraceable into the same priced-up pool as the barely traceable, and everyone in that pool pays more.
The Pickup Premium: How BOPIS Quietly Raises Your Price
A new study of online marketplaces finds that letting you pick up your order locally isn't a favor to you. It's a way to reveal your address to sellers so nearby ones can stop fighting over your business.
Silence the Stars, and the Middle Class Disappears First
Platforms that demote their biggest creators expect attention to flow down and lift everyone. New research on a major creator platform finds it flows down unevenly, past the middle, straight to the bottom.
Taxi fleets that Uber spent a decade trying to destroy are now voluntarily plugging themselves into Uber's app. New research shows exactly when that trade pays off, and when it just outsources the next disruption.
The Ban That Built Amazon's Bait Shop
Amazon's rule against sellers swapping outside contact info was built to stop revenue leakage. Instead it taught sellers to keep the boring stuff on Amazon and quietly launch their best new products somewhere else.
The Discrimination Flywheel: How a 30% Gap Becomes a 1,007% One
A clean one-week audit of an online teaching platform found a modest booking gap against Black teachers. Twelve weeks of watching the same teachers found the platform's own reputation math had multiplied that gap elevenfold, with no new prejudice required.
One provider's decision to stop screening guests can lift prices, demand, and profit for itself, its rivals, and the platform at once. The moment the platform engineers that same decision into the product for everyone, the welfare gain flips into a platform-only profit grab.
Bad Reviews and Disagreeing Reviews Send New Entrants in Opposite Directions
A rival's low star average tells a new app to sharpen its core feature and differentiate hard. A rival's scattered, disagreeing star ratings tells the same new app to broaden out and copy what already works. Same review data, opposite move.
Sharing Your Market Data Doesn't Help Sellers Sell More. It Helps Them Build Better Products.
Give a retailer platform-level market intelligence and the natural guess is that they'll spend it on price cuts or ad bids. They spend it on invention instead: new SKUs, wider assortments, and sales gains that price and advertising never touch.
Royalty Revenue Doesn't Calm Console Wars. It Arms Them.
When a console expects a cut of every game a gamer buys later, the smart move is to slash the price of the box today and send the bill to the publisher. A new ecosystem model of consoles, publishers, and gamers shows why sharing more revenue makes platforms fight harder, not softer, and why chasing ever more multihoming eventually stops paying off.
Lower Fares Don't Move More Riders. A Pricier Shared Seat Does.
A ride-hailing platform chasing maximum volume, or social welfare, can end up charging more for both solo and shared trips than one chasing revenue, because a pricier shared seat is exactly what nudges riders into sharing, and sharing is what manufactures the driver capacity needed to move everyone else.
Reviews Regulate the Dining Room. Not the Kitchen.
Yelp reviews carry a real, causal hygiene signal, but only for the problems a diner can catch with their own senses. Mistake that partial signal for full oversight and you get a comforting illusion exactly where regulation still has to do the work.
Your "Global" Platform Is Actually Four or Five Regional Ones, and Nobody Designed It That Way
A single hour of time-zone offset cuts cross-region views by 13.6 percent and cross-region votes by 20.9 percent on Stack Overflow, a fully asynchronous, fully global platform. The culprit is not geography. It is the most ordinary ranking choice on the internet: reward whoever is awake right now.
Slow-Rolling a Quality Tier Is the Riskiest Way to Launch One
Sellers left outside a new quality-controlled submarket are not safe by default. They lose early to a newly credible rival tier and recover only after adoption crosses a tipping point, which means a cautious rollout maximizes the time everyone spends in the worst zone.
Auctions Do Not Always Beat Fixed Pricing. On a Thin Creator Market, They Lose.
Real-time bidding is the mechanism ad tech converted to decades ago because it was supposed to be the fair, efficient one. A new analytical model of short video promotion tools shows it only wins once creators are genuinely crowding each other out, and even then it rewards the extremes of content quality while squeezing everyone in the middle.
More Control Over Your Ad Load Is Making You Poorer
Let creators pick their own advertising and they invest less, publish worse content, and earn less money. A single ad-intensity rule the platform imposes on everyone can out-earn the one that lets each creator decide for themselves.
Why the Platform Giant Losing Money Forever Is Not Doing Anything Wrong
A dynamic-game model shows that permanent below-cost pricing by a dominant ecosystem player can be a rational, stable equilibrium rather than predation, which means the regulators and rivals watching its prices are looking in the wrong place.
Personalization Was Supposed to Help the Little Guy. It Did the Opposite.
A 1.7-million-observation study of algorithm upgrades on a food-sharing platform found that popularity-based ranking, the cruder of the two systems, narrowed the gap between top and bottom sellers, while personalization, the one marketed as fairer, widened it by funneling ever more revenue back to the same stars.
More Answers For Less Money Can Leave the Platform Poorer
A new model of paid Q&A platforms shows that letting users pay a small fee to peek at answers already given to others can shrink platform profit, push expert fees up, and make the personalized answers it was meant to complement more expensive.
Showing Women Fewer Profiles Got Them Better Matches
A matrimonial platform restricted which men could even see a woman's profile. Unwanted requests fell, matches nearly doubled, and women started reaching out first, without men doing any worse.
The Rating System That Cancels Its Own Bias
New minority drivers on a large French ridesharing platform earn 11.6 percent less than comparable peers the moment they start, not because they perform worse, but because passengers expect them to. Customer reviews erase almost the entire gap, and they erase it fastest exactly when reviews pile up fastest.
The Marketplace That Made Brands Stop Chasing Follower Counts
When RedNote gave brands a searchable, transparent way to compare creators, sponsorship dollars didn't pile up further on the platform's biggest names, across more than 152,000 posts from 1,161 influencers, they shifted decisively toward the middle tier.
Cloud Computing's Efficiency Miracle Is Also Its Throttling Machine
The statistical predictability that lets AWS, Google Cloud, and Azure pool millions of workloads into cheap, reliable capacity is the same predictability that lets them safely slow down or interrupt lower-paying customers, Spot Instances discounted up to 90% but reclaimable with a two-minute warning are the mechanism working in plain sight.
The Child-Privacy Law That Made Kids' YouTube Worse
After the FTC's $170 million COPPA settlement stripped ad personalization and engagement tools from made-for-kids channels, those creators cut output 18%, let manual captioning fall 28%, and watched views drop 20%, while content and viewership concentrated further among the platform's largest survivors.
Trapped Complementors Don't Quit. They Route Around.
Spotify and Epic Games could never credibly threaten to leave Apple's App Store, so instead they spent five years building coalitions and courting regulators, and walked away with a €1.84 billion fine against Apple, a mandated end to US anti-steering rules, and a 15 percent commission tier that didn't exist before they started fighting.
The Most Effective Sherlocking Never Happens
When Apple entered 22 App Store categories between 2016 and 2021, new competitor entry in those categories fell by roughly 22 percent, and that number, striking as it is, still only counts the founders who tried and stopped; it says nothing about the ones who never started.
The Boycott Was Never the Threat. The Playlist Was.
Public outrage barely moves a stream count. Quietly pulling an artist from the recommendation engine cut listening by a quarter, until one fanbase searched him out anyway and broke the mechanism entirely.
Stop Fencing In Your Creators. Their Second Platform Feeds Your First.
Platforms fight multihoming with watermarks, suppression, and exclusivity clauses. The evidence says the creator who also posts on a rival hands the home platform 23.5% more followers, not fewer.
Stop Defending the Questions ChatGPT Was Always Going to Take
The chatbot is not killing your Q&A platform. It is amputating the low-value half you should have been trying to shed anyway, and the strategic error is fighting to keep it.
Cutting Your Platform Fee Doesn't Buy You Better Apps. It Buys You More Bad Ones.
When Apple and Google halved their cut for small developers, the wave that followed wasn't hidden talent. A study of both fee cuts finds the fairness move drew a flood of lower-quality, less original apps and left the platform to pay the bill in catalog noise.
Certifying Your Best Listings Quietly Devalues All the Others
The moment a platform stamps a favored few "verified," the unlabeled majority stops looking ordinary and starts looking risky. The badge you gave to 3% can cost the other 97% real revenue.
A More Accurate Rating Can Provoke More Cheating
The backfire has a rule. When a score sets a price, half-cleaning it can raise gaming, because trust climbs faster than the loophole closes; when a score sets a rank, sharpening it is always safe.
Free Beats Paid: Why Giving It Away Grows the Tab
The instinct to wall off free features to protect revenue is backwards. In viewer gifting, gig bidding, delivery, and shopping, the free action is the on-ramp to the paid one.
Your Ratings Do Not Measure Quality. They Measure Who Holds Power.
When the rated side controls the rater's livelihood, your five stars are a fear reading, not a quality signal. Break the retaliation channel or govern on a flattering illusion.
Stop Fixing Your Dashboard. Give Your Data to Someone Who Cannot Lie.
The credibility of your analytics falls as your profit from bending them rises. The fix is to hand the raw numbers to a party with no stake in the answer.
Punish Your Best Users, Not Your Worst: The Enforcement Rule Most Platforms Get Backwards
The same suspension that makes an invested user better makes an uninvested one worse. Build losable status before you enforce, or your penalties will backfire.
When a Rival Platform Enters, One Big Sale Will Not Save You
The complementors most likely to defect are the ones your broad loyalty programs never reach. Here is how to spend your retention budget across food delivery, e-commerce, and home-sharing.
Fake Reviews Aren't a Content Problem. They're a Shape Problem.
Amazon, eBay, and Alibaba all catch fraud by mapping who transacts with whom, not by reading what anyone wrote.
Creator Platforms Don’t Govern Creators. Their Networks Do.
Multi-channel networks capture up to 70% of streamer revenue by telling talent a different story about the algorithm than the one they tell themselves. We call it interpretive arbitrage.
Raise Gig Workers’ Pay Floor. Their Earnings Stay Flat.
New York and Seattle data show delivery platforms neutralize a minimum-pay mandate through three offsetting levers: fee pass-through, tip compression, and task rationing. We call it the Wage Floor Offset.
The Friction Dividend: Why Ride-Hailing Apps Don’t Need to Be Cheaper
A one-week audit of 2,238 matched trips found a 14% price gap between Uber and Lyft, and riders check the other app just 16% of the time. The margin platforms collect when you don’t compare.