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Software market reporting, numbers first
Original research on pricing, adoption, legal risk and buyer behaviour. Every piece leads with a figure you can check and links to where it came from.
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51 more pieces, newest first
$35 billion in partner marketing funds goes unclaimed every year
Teachers Expect to Spend $1,000+ of Their Own Money on Classroom Supplies in 2026, and Many Are Going Into Debt to Do So
Gas Prices 2026: How Close Are Americans to Breaking Point?
Where Tradespeople Are Most in Demand, and What It Means for Homeowners in 2026
The Founder Trap Index: Ranking the Best and Worst States to Keep a Business Thriving Past Year One
78% of AI power users actively seek outside employment opportunities
Spotify's annual churn rate hits 30.9% despite 205 million premium subscribers
Support centers face 40% annual turnover—more than double the 16% industry average
90% of autonomous analytics initiatives lack necessary governance structures
Marketing tools multiplied from 150 in 2011 to 15,384 applications by 2024
Workers conduct up to 8 separate searches to find a single correct document
A typical enterprise software deal requires 266 touchpoints before signing a contract
Commercial sales win rates fell to 21% last year as buyers avoid sales reps
Desktop publishing jobs face a 12% decline by 2034, with only 400 annual openings expected
Automated campaigns generate 320% more revenue than manual execution
Datasite eliminated 4,000 meetings in 5 months and saved half a million dollars
Infogain migrated 1.8 million files totaling 50 terabytes to cloud-native platforms
Only 29% of sales enablement teams can directly tie their programs to revenue
41% of the maintenance workforce becomes eligible for retirement by 2028
Blackmagic Design's user base exploded from 900 to 5.47 million after going freemium in 2009
C.H. Robinson expects to save $336 million from artificial intelligence implementation
60% of project management offices close within three years of launch
Only 16% of software companies consistently exceed the Rule of 40 benchmark
The United States lost 340,000 accountants between 2019 and 2024
Organizations only recover 57% of data after ransomware attacks hit 41% of systems
Medallia's debt service costs hit $300 million against just $200 million in earnings
Average hospital records 62 missed appointments daily, resulting in $3 million annual loss
80% of global organizations will deploy digital adoption platforms by 2027 to fight skills shortages
PostHog recorded 99% year-over-year growth while serving 176,000 companies by 2026
Visual workspace users achieve equivalent output of 320 additional full-time employees
71% of businesses lose track of at least 10% of their active contracts
Survey fraud rates exceeded 46% in unmoderated market studies recently
Creatives spend 70% of their work hours managing manual tasks across disconnected software
Employees switch between applications 1,200 times per day, wasting 9.5 minutes of focus each time
Bot traffic from web crawlers exceeds human traffic on some networks by a factor of 10
68% of users suffered a negative interaction with a chatbot due to comprehension failures
Only 3% of all published vulnerabilities frequently result in impactful exposure
Monitored employees seek medical attention for workplace injuries 3.5x more than unmonitored workers
High-performing companies waste 28 times less capital than their low-performing peers
Supervisor engagement plummeted 51% more responsibilities than they can manage
Customer acquisition costs rose 60% over the past 5 years across major industries
U.S. higher education faces a $112 billion maintenance backlog costing $140 per square foot
81% of supervisors report their workload increased following artificial intelligence deployments
Just 1% of executives classify their companies as mature on the AI deployment spectrum
Platform software investment outpaced actual ad spend, reaching $25.44 billion in 2024
62,000 entertainment jobs face elimination from automated rendering tools within 3 years
Commercial campaigns produce $36 in revenue for every dollar spent on messaging
Analysts lose 40% of daily productivity switching between four or more analytical platforms
Technology utilization dropped to 49% despite marketing automation budgets hitting $6.65B
ServiceTitan loses money on professional services in 2024 despite $685M revenue
Grok 4 used 10x more compute than Grok 3 for only minor reasoning improvements
How the research is done
Every number has a source you can open
Surveys are fielded to real respondents, industry figures come from filings and vendor documents, and each article ends with its method and references. No sponsored research.
Ask one questionEach piece answers a single question a buyer actually has.
Find the numberPublic data, our own surveys, or the scoring tables behind the rankings.
Show the workMethod, sample and references sit at the bottom of every article.