The numbers that defined the peak are worth keeping in view. In H1 2021, public SaaS companies traded at a median of 15x forward revenue. By late 2021, the median multiple had climbed toward 20x, and some high-growth names were commanding 40x or more. Then the Federal Reserve began raising rates in March 2022, and the reset was swift and unsparing. By 2023, EV/Revenue multiples had compressed to just above 3x — less than a quarter of the peak — and Series D private valuations were nearly halved from $875 million to $499 million year-over-year. Over 262,000 tech workers were laid off in 2023, 59% more than 2022’s already painful total.
What followed was not simply a valuation correction. It was a structural sorting. CFOs who had, in 2021, signed multiyear SaaS contracts under conditions of near-unlimited capital and expanding headcounts found themselves in 2022 and 2023 auditing every line item, consolidating vendors, and demanding measurable ROI from software that, two years earlier, had been purchased on the promise of future value. More than half of SaaS businesses saw lower retention rates in 2022, the toughest year for retention ChartMogul had ever tracked. Top-quartile growth for companies with $1–30M ARR fell from 93.4% in 2020 to 62.1% in 2022. The slowdown was not distributed evenly across categories.
That uneven distribution is the story worth understanding. Some SaaS categories were always running on sentiment; when sentiment reversed, they collapsed. Others were running on genuine operational necessity — and they accelerated. The lines between the two were rarely where people expected to find them.
The Anatomy of the Bust
To understand what broke, it helps to understand what the boom had inflated. Between 2020 and 2022, enterprise software budgets expanded at a pace disconnected from business fundamentals. Remote work mandates drove demand for collaboration and productivity tools. The Great Resignation created an HR technology frenzy. Digital transformation initiatives unlocked capital that flowed to any SaaS product that could plausibly claim to help a company move faster, hire better, or market more effectively.
The result was stacks that averaged 291 distinct SaaS applications per organization by 2023, according to Zylo’s SaaS Management Index — itself a platform built to help companies track the SaaS sprawl they had created. Most of those applications were lightly used. One Gartner report found that companies were utilizing only 33% of their martech capabilities, a figure that had declined almost 10% since 2022. Seat-based SaaS products, specifically, were exposed: every departing employee meant a canceled or renegotiated license. The 250,000 layoffs across tech in 2023 translated directly into tens of millions of individual seat licenses lost for SaaS suppliers.
The macroeconomic mechanism was simple: higher interest rates raised the discount rate applied to future cash flows, punishing high-multiple growth stocks, which forced public SaaS companies to show profitability rather than spend for growth, which cascaded to private valuations through mark-to-market repricing, which froze late-stage venture funding, which starved startups of capital and forced restructuring. This cycle ran through SaaS categories differently based on one underlying variable: whether the product was a discretionary purchase or a non-negotiable one.
The discretionary products had been bought in a moment of expansionary confidence. HR engagement tools, collaboration niche apps, demand generation platforms, sales acceleration point solutions — these were acquired when companies were hiring aggressively and expected that trend to continue. When hiring froze and headcounts contracted, the business case for most of these tools evaporated. The non-discretionary products — security, compliance, core infrastructure, and anything handling regulated data — kept getting bought because the alternative was operational risk, legal exposure, or both.
The Categories That Got Crushed
HR Tech and Workforce Engagement: The Reversible Demand Problem
The HR technology market had been one of the fastest-growing SaaS categories going into the downturn. Performance management platforms, engagement survey tools, compensation analytics, and recruiting software had all expanded dramatically on the thesis that the war for talent would be permanent. It was not.
Lattice, one of the most prominent people-management platforms, saw its valuation triple to $3 billion in a January 2022 Series F — then conducted a 15% layoff in January 2023 after its costs had grown faster than revenue and growth expectations reset sharply. Its CEO Jack Altman stepped down in December 2023. The pattern was common across the category. Greenhouse, Leapsome, and a cohort of engagement and performance tools all faced the same structural problem: their primary growth engine — new enterprise hiring — had gone into reverse. HR specialists and recruiters bore the disproportionate brunt of the layoff wave. Since October 2022, HR specialists and recruiters constituted 27.8% of all layoffs at major tech companies — the customers were disappearing alongside the licenses.
The damage was compounded by the specific nature of HR software’s seat-based model. A workforce management platform priced per employee loses revenue proportionally when headcount falls — without any reduction in its own cost structure. Workday, one of the most established names in HR SaaS, laid off 1,750 employees comprising 8.5% of its workforce in early 2025, with its CEO acknowledging the company needed to rethink its approach in an AI era where agentic systems were beginning to automate the workflows that had previously justified its license fees. Indeed, the parent company of the world’s largest job platform, plans to integrate Glassdoor and cut 1,300 employees from its HR technology segment as both brands face AI-driven substitution in talent acquisition.
Marketing Technology: The Illusion of Consolidation
The marketing technology sector had a peculiar crisis: everyone predicted its consolidation and the data declined to cooperate. The martech landscape tracked by Scott Brinker and Frans Riemersma had grown for 12 consecutive years before the downturn. The 2023 edition catalogued 11,038 solutions — up even as the economy was visibly tightening, despite a 7% churn rate that removed 689 companies. The number of new entrants simply outpaced the exits. By the 2025 edition, the landscape had reached over 14,000 solutions.
But the aggregate number obscures what happened at the level of individual spending decisions. Three-quarters of CMOs reported growing pressure to cut martech budgets and demonstrate ROI. Average software spend per organization shrank by 11% in 2023. Renewals fell. New contract activity declined sharply between 2022 and 2023. The tools that survived were the ones closest to revenue generation: CRM, email automation, and conversion analytics. Tools that powered bloated demand generation programs — top-of-funnel content distribution platforms, account-based marketing niche tools, social media management point solutions — were quietly canceled in annual planning cycles when budgets reset.
The deeper structural problem for martech was that in 2020, only 16% of software deals across the top SaaS categories were connected to revenue generation; by 2022, that figure had jumped to 31%. CFOs had started demanding that every software purchase demonstrate a direct path to revenue or cost reduction. Marketing technology, which historically sold on brand sophistication and campaign velocity rather than clear financial output, failed that test at scale.
Collaboration and Productivity: The Post-Pandemic Hangover
The collaboration software category hit its peak at precisely the wrong moment for its own long-term health. The pandemic created a demand spike so extreme — every company needed video conferencing, virtual whiteboards, async documentation tools, and team communication platforms simultaneously — that it masked the underlying competitive dynamics. When the acute phase of remote work ended, the hangover was severe.
B2B SaaS growth in Q4 2023 clocked an annualized rate of 6.6%, compared to a peak of 61.8% in Q2 2022. The productivity and collaboration subcategory was disproportionately represented in that deceleration. Slack’s strategic value — acquired by Salesforce for $27.7 billion in 2021 — became harder to articulate against Microsoft Teams, which was included in Microsoft 365 licenses already held by most enterprises. Zoom’s peak-pandemic valuation of over $150 billion had compressed by more than 80% by 2023. Companies that had deployed three or four collaboration tools simultaneously began consolidating to one.
The category’s specific vulnerability was that it had scaled to meet a moment — distributed work under lockdown — rather than a durable organizational preference. When offices reopened partially, usage patterns fractured. Collaboration tools optimized for fully remote teams had awkward fit in hybrid environments. And the pricing models, almost entirely seat-based, meant that workforce reductions translated directly into revenue contraction.
The Categories That Emerged Stronger
Cybersecurity: Non-Negotiable in a Worsening Threat Environment
While CFOs cut martech budgets and HR software renewals stalled, enterprise security budgets were projected to grow from $184 billion in 2024 to $212 billion in 2025, a 15% increase, according to Gartner. The divergence was not incidental. Threat levels did not follow macroeconomic cycles. Ransomware attacks continued scaling. SaaS breaches surged 300% between September 2023 and 2024, according to Obsidian Security. Nation-state cyber activity intensified. Every CIO who cut security spending and then experienced an incident faced an exposure that dwarfed the savings.
The business results reflected this. CrowdStrike, despite a catastrophic global IT outage on July 19, 2024 — when a faulty software update caused approximately 8.5 million Windows systems to crash simultaneously — retained a dollar-based net retention rate of 115% and a gross retention rate of 97% in the quarter immediately following the incident. That is an almost improbable retention profile for a company that had just caused one of the largest IT outages in history. It reveals something important about the category’s stickiness: migrating away from an endpoint detection platform mid-deployment carries costs and risks that, for most enterprises, exceed the cost of staying.
Wiz’s trajectory is the category’s signature story. Founded in 2020 by former Microsoft engineers, it achieved triple-digit revenue growth in every quarter from Q1 2019 through its acquisition discussions and held cloud-native application protection platform market share even as established vendors scrambled to respond. Google’s initial $23 billion acquisition offer in 2024 — which Wiz famously rejected to pursue an IPO — was revised to $32 billion and completed in 2025, making it one of the largest enterprise software acquisitions on record. The number is a statement about what cloud security infrastructure is worth when cloud adoption keeps expanding the attack surface.
Venture capital investment in cybersecurity jumped 43% in 2024 to nearly $11.6 billion, even as VC funding remained depressed across most other enterprise software categories. The M&A market was even more active: disclosed cybersecurity M&A deal value surged to $96 billion in 2025, a 270% increase from 2024’s already elevated $46.1 billion. The cycle of consolidation was real, but in cybersecurity it ran in a different direction than martech: large platform vendors acquiring specialized point solutions to offer integrated security suites, rather than customers canceling subscriptions to rationalize their stacks.
Vertical SaaS: Specificity as Defense
If horizontal SaaS was exposed by the downturn’s demand for ROI clarity, vertical SaaS was protected by it. Industry-specific software — construction management, restaurant operations, healthcare compliance, agricultural logistics — had always been a harder sell during easy money periods, when generic horizontal tools scaled faster and attracted more venture capital. The reversal of those conditions vindicated the vertical model.
Procore and Toast are the clearest illustrations. Both serve industries — construction and restaurants respectively — that are highly analog, margin-thin, and deeply resistant to generic software. Both had built not just workflow software but payment infrastructure, financial services integrations, and compliance tools embedded directly into their platforms. This “software plus fintech” architecture is the defining structure of durable vertical SaaS. Nearly 40% of vertical SaaS vendors surveyed in 2024 already offered a fintech product, with payments being the most common expansion product at 30%, followed by lending and payroll. Embedded payments add a transaction-fee revenue layer that persists regardless of whether the customer expands its seat count — insulating the business model from the dynamics that hit seat-based horizontal tools hardest.
The structural argument for vertical SaaS that had seemed theoretical during the pandemic boom — that deep industry specificity generates higher retention and slower competitive displacement than broad horizontal tools — proved out during the consolidation period. Companies auditing their SaaS stacks in 2022 and 2023 asked a simple question: which tools are we not operationally able to cancel? Construction firms could not cancel their permitting and project management software mid-project. Restaurants could not rip out their point-of-sale and payroll integrations during a remodel. The vertical tools were operationally embedded in a way that generic collaboration and engagement platforms were not.
The global vertical SaaS market was valued at approximately $106.5 billion in 2024 and is projected to grow at a 16.3% CAGR through 2033 — a growth rate that comfortably outpaces the broader SaaS market. The fastest growth is coming from industries that were, until recently, nearly untouched by software: agriculture, independent trucking, residential construction, eldercare. These sectors represent a digitization opportunity that the generic horizontal market had already saturated by 2022, and that vertical specialists are now penetrating systematically.
AI-Native SaaS: The New Beneficiary of Tight Budgets
The category that emerged most unexpectedly strong from the consolidation era was AI-native software, particularly after November 2022 and the public release of ChatGPT. Paddle’s 2023 B2B SaaS market report found that roughly one-quarter of companies that grew faster in 2023 than in 2022 fell into three groups: AI-native companies, vertical SaaS, and companies that had successfully monetized AI features. In an environment where traditional horizontal SaaS was contracting, AI tools were adding customers.
The mechanism was not magic — it was the CFO calculus running in the opposite direction. When an AI writing or coding tool could demonstrate a clear reduction in headcount cost or a measurable acceleration in output, it passed the ROI threshold that most SaaS renewals were failing. AI tools, in the consolidation era, were not pitched as productivity enhancements — they were pitched as labor substitution, which is a fundamentally different economic conversation and one that resonated immediately with finance teams under pressure.
Sales automation and content marketing tools that integrated AI grew dramatically. The Sales Automation, Enablement & Intelligence subcategory grew from 708 solutions in 2023 to 1,546 in 2025, more than doubling. Content marketing tools nearly doubled over the same period. The irony is visible: martech overall was contracting while AI-enhanced martech subcategories were exploding. The consolidation pressure was being felt by the incumbents, not the new entrants.
Where the Counterargument Lives
The narrative of decisive winners and losers is cleaner than the reality. Several complicating factors matter.
The actual scale of stack reduction was more modest than the era’s rhetoric suggested. Average enterprise SaaS portfolios shrank from 291 apps in 2023 to 269 by 2024 — a reduction of less than 8%. Stacks then began expanding again in 2025. The structural force driving stack size is not executive sentiment about consolidation — it is the continuous reduction in software development and distribution cost, which keeps making it economical to build specialized tools. That force has not reversed, and it keeps producing new tools that buyers adopt before they have finished consolidating the old ones.
The cybersecurity sector’s apparent immunity to budget pressure also has limits. The CrowdStrike outage — despite the company’s retention metrics — revealed a dangerous concentration risk in the enterprise security stack. When a single vendor’s faulty update can simultaneously crash millions of systems globally, the case for platform consolidation within security becomes a liability argument as much as an efficiency one. SentinelOne, Zscaler, and others positioned themselves explicitly as architectural alternatives in the aftermath. The consolidation dynamic in cybersecurity may produce the same outcome it produced in other software categories: fewer but larger vendors, each with broader exposure and larger blast radiuses.
The HR tech assessment also has a temporal dimension. The category’s pain in 2022–2024 was demand-driven — hiring froze and the market for recruiting and workforce tools contracted in parallel. But the underlying secular digitization of HR has not reversed. The HR software market was valued at $22.4 billion in 2022 and is expected to reach $43 billion by 2028. When hiring recovers — and it will — the demand for performance management, compensation analytics, and talent intelligence tools will recover with it, albeit with AI-augmented architectures replacing some of the seat-intensive workflows that made the category’s earlier economics so fragile.
What This Means for Buyers, Builders, and Investors
The post-2022 consolidation era clarified something that the boom years had obscured: the fundamental unit of SaaS value is not the recurring revenue multiple — it is the operational dependency the software creates. Products that become embedded in critical workflows survive budget cuts. Products that improve optional processes do not.
For enterprise software buyers, the exercise of 2022–2023 — auditing SaaS stacks, demanding ROI documentation, consolidating redundant tools — was productive discipline that most organizations needed after years of permissive purchasing. The lesson is not to apply that discipline only in downturns. Only 43% of organizations currently track cloud software costs at the unit level, meaning most technology purchases are still made without visibility into cost-per-user or cost-per-outcome. The companies that built that visibility permanently — not just under CFO pressure — will spend more efficiently in the next expansion cycle.
For software builders, the period validated the vertical SaaS model more decisively than any bull market could have. Procore, Toast, and their category peers demonstrated that smaller total addressable markets, when combined with embedded payments and deep workflow integration, produce retention profiles and expansion economics that generic horizontal tools cannot match. The model is also better positioned for AI integration than horizontal platforms: vertical AI agents need domain-specific training data and workflow context that vertical SaaS vendors already own.
The AI-native category poses the clearest strategic threat to incumbent horizontal SaaS. By early 2026, software for the first time traded at a discount to the S&P 500, as investors began pricing in the possibility that AI agents — rather than complementing existing seat-based software — would directly substitute for it. Salesforce laid off 4,000 customer service agents in early 2026 as its own Agentforce product handled an increasing share of support volume. The company is essentially accelerating the displacement of its own seat model. That is not a sign of strategic confidence in the traditional SaaS structure; it is an acknowledgment that the structure is becoming indefensible.
Conclusion
The SaaS correction of 2022–2024 did not eliminate categories. It sorted them — separating products that had been bought on optimism from products that were bought because removing them would be operationally costly. The categories that got crushed — HR engagement tech, demand generation martech, collaboration niche tools — had expanded on the assumption that headcounts would keep growing and that every problem justified a dedicated SaaS subscription. The categories that strengthened — cybersecurity, vertical SaaS, AI-native tooling — were protected by some combination of regulatory necessity, deep workflow embedding, or a demonstrably superior unit economics story.
What the era produced is a more rigorous customer base. CFOs who spent two years auditing software stacks are not going back to sign multi-year enterprise agreements without documented ROI frameworks. That is permanently good for the software industry, even if it is temporarily uncomfortable for vendors who had never had to demonstrate their own value clearly. The next expansion cycle — already visible in AI infrastructure and vertical SaaS funding — will run on a different standard of evidence than the last one. Whether that produces a more durable market, or simply inflates a different category of optimism, is the question worth watching now.
The Structural Reading the Market Missed
The most instructive aspect of the SaaS consolidation era is not which categories survived but why the sorting mechanism worked differently than analysts had expected going in. The consensus view in late 2022 was that consolidation would compress the total number of SaaS vendors — that the market would contract both at the top (fewer high-multiple public companies) and at the bottom (fewer underfunded point-solution startups). The top-line count did compress. A 7% churn rate removed nearly 700 companies from the martech landscape in one year alone. Late-stage private valuations fell sharply. But the number of distinct software products in customer stacks barely moved.
The reason is structural and worth naming precisely: the marginal cost of distributing software is effectively zero, and the marginal cost of building specialized software has been falling continuously since the emergence of cloud infrastructure. When it costs almost nothing to maintain a functioning SaaS product on basic cloud operations, a vendor with a modest but loyal customer base can persist almost indefinitely — even through a funding drought — because the economics of survival are different from the economics of growth. Scott Brinker noted that the 2023–2024 martech churn rate of just 2.1% was so low his team had to check the data twice. SaaS companies, once they reach product-market fit with even a small installed base, are remarkably difficult to kill.
This persistence has downstream consequences for enterprise buyers that are still playing out. The average company uses 220 SaaS applications in 2024, down from 371 in 2023 — a dramatic reduction on paper, driven partly by better governance and partly by the Zylo methodology more accurately tracking what companies actually pay for versus what they have technically licensed. But the number of distinct products available to buy keeps growing, now exceeding 20,000 tracked vendors. The consolidation that happened in 2022–2024 was a buyer-side consolidation of purchasing decisions, not a vendor-side contraction of market participants. More vendors exist today than before the crash; there are simply fewer buyers writing checks without scrutinizing what they are getting.
For operators building SaaS companies, the takeaway is uncomfortable but clarifying: the bar for business model defensibility has permanently risen. The post-2021 era of growth-at-all-costs, where net revenue retention above 120% justified almost any cash burn rate, is unlikely to return in its prior form. Software multiples remain anchored around 3x forward revenue, well below the 6x+ peak of 2021, and investors are pricing profitability alongside growth more explicitly than at any point in the SaaS era. The companies that navigated the correction most effectively — and that are best positioned for whatever comes next — are the ones that built products that customers genuinely could not or would not cancel, rather than products that customers agreed to buy under different economic conditions and then quietly reconsidered when those conditions changed.
That distinction — between genuine operational lock-in and momentum-era purchasing — is the real lesson the consolidation era produced. It took a rate cycle, a hiring freeze, and two years of CFO scrutiny to make it legible. It was always true.
