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Every statistic and advisory we publish is checked against primary sources before it reaches you. E-commerce grew from 2019 to 2023 as a larger share of total global retail sales. Outbound travel from China plunged in 2020, then recovered strongly by 2023 (with trips still below 2019). Digital advertising has continued to gain share of total ad spend in Canada over time. Defense expenditure increased markedly over time, with the latest figures remaining high. Custom Market Research Bespoke research tailored to your strategic questions. Our analysts deliver clear, actionable insights within 2–6 weeks. ✓ Market sizing & forecasting ✓ Competitor analysis ✓ Customer segmentation ✓ Market entry strategy Software Advisory Data-backed software selection. We shortlist, compare, and recommend the right tools from our verified Best Lists. ✓ Needs assessment & scoping ✓ Vendor shortlisting ✓ Feature-by-feature comparison ✓ Final recommendation & roadmap Industry Reports Pre-built reports with instant download. Market intelligence across 50+ industries when you need it. ✓ Instant download ✓ 50+ industries ✓ 5-year forecasts ✓ Competitive analysis Software Advice Top 10 Best Room Decor Software of 2026 Top 10 room decor software ranked for home planners, with comparisons and tradeoffs across tools like Live Home 3D, Roomstyler, and Floorplanner. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Decoration Software of 2026 Top 10 room decoration software ranked by layout and styling tools, with pros and tradeoffs for Homestyler, Planner 5D, Live Home 3D. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Calibration Software of 2026 Ranked room calibration software for accurate audio measurement, comparing REW, ARTA, and RoomAnalyzer tradeoffs plus tools like Smaart and Anthem ARC. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Builder Software of 2026 Top 10 room builder software ranking with practical tradeoffs for layout planning and 3D views, including Floorplanner, Homestyler, and MagicPlan. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Bookings Software of 2026 Ranked list of room bookings software for room and desk scheduling teams, evaluating Skedda, Robin, and TEAMS Scheduling with key tradeoffs. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Booking Calendar Software of 2026 Ranked roundup of room booking calendar software for team scheduling, comparing Robin, 25Live, Skedda, plus OfficeRnD, Nexudus, and Cobot options. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Analysis Software of 2026 Top 10 room analysis software ranked by workflow and output quality, with tradeoffs for Acourate, Room EQ Wizard, and ARTA. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room And Desk Booking Software of 2026 Top 10 room and desk booking software for teams, ranked by features and tradeoffs, with options like Flexopus, Eden Workplace, and Appspace. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Room Allocation Software of 2026 Top 10 room allocation software for booking teams, ranking Skedda, Robin, Float, and others by features, tradeoffs, and scheduling fit. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing Measuring Software of 2026 Top 10 roofing measuring software ranking for roof scans, reports, and takeoffs, with criteria and tradeoffs for contractors. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing Drone Software of 2026 Top 10 roofing drone software ranked for roofing teams, with evaluation of DroneDeploy, Pix4D, OpenDroneMap, plus HOVER and EagleView Assess. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing Forms Software of 2026 Top 10 roofing forms software ranked for roofers. Includes Roofr, RoofSnap, Jobber Forms, GoCanvas, and feature-by-feature comparisons. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing And Siding Estimating Software of 2026 Ranking roundup of roofing and siding estimating software for contractors, with side-by-side strengths for Xactimate, Hover, and Roofr. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing Design Software of 2026 Ranking roundup of top roofing design software with criteria and tradeoffs for roof plan decisions, including tools like RoofSnap and Hover. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roofing Company Software of 2026 Top 10 roofing company software tools for contractors, ranked by features and fit, with comparisons of JobNimbus, AccuLynx, iRoofing, and more. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roof Structure Design Software of 2026 Ranked roundup of roof structure design software for roof modeling and drafting, including StruCAD, Graitec-ROOF, and Safe, plus STAAD.Pro and SEMA. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roof Truss Design Software of 2026

Ranked roundup of roof truss design software for modeling and detailing, featuring MiTek Connect, EBuilder, Tekla Structures, and RISA-3D options. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roof Proposal Software of 2026 Top 10 roof proposal software ranked for roofing contractors, comparing Builder Prime, AccuLynx, JobNimbus, and Xactimate features. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roof Plan Design Software of 2026 Ranked top roof plan design software for roofers with tool comparisons covering Cedreo, RoofSnap, SketchUp, OpenSolar, and PlanSwift. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days Software Advice Top 10 Best Roof Inspection Drone Software of 2026 Ranked top roof inspection drone software for mapping and reporting. Includes criteria and tradeoffs for teams using DroneDeploy, Pix4D, or Propeller Aero. Andrew Morrison · Kathleen Morris September 12, 2026 · Within the next 35 days 72,661 best lists · 100 categories · last updated September 12, 2026 Technology Digital Media Safety Accidents Entertainment Events Medical Conditions Disorders Mental Health Psychology Leadership Coaching Industry Statistics The global leadership coaching industry is rapidly expanding due to strong business demand and proven value. Global Streaming Industry Statistics Global streaming subscription revenue hit $258B in 2023 (up 12%); discover the audience, language, and monetization shifts behind the boom. Business Travelers Statistics Poor hotel Wi‑Fi frustrates 72% of business travelers—see the stats behind the biggest delays, costs, and fixes for smoother trips. Financial Services Consulting Industry Statistics Remote consulting adoption jumped from 28% (2020) to 63% (2023)—see the stats and trends driving financial services consulting. Global Climate Change Statistics 2022 brought the US’s record 20 billion-dollar weather and climate disasters—see why the warming signal keeps worsening. Pet Products Industry Statistics By 2027, the global pet treat market is set to reach $48.2B—here’s what’s driving demand and growth in pet products. Uk Wine Industry Statistics 89% of UK wine is imported (mainly France, Italy & Spain) — uncover the figures shaping demand, spend and production. Diversity Equity And Inclusion In The Food Processing Industry Statistics Only 9% of U.S. food processing C-suite roles go to people of color—see how DEI gaps affect leadership, retention, and accountability. Apartment Statistics In 2021, 49.1% of renter households spent more than 30% of income on housing—the highest share since 2011. See what this means for apartment affordability. Indoor Golf Industry Statistics Bad weather is the top reason 58% of indoor golfers choose indoor play—learn how facilities use tech and amenities to capture that demand. Japan Cosmetics Industry Statistics 52% of Japanese consumers say natural ingredients matter most when buying cosmetics. Explore what drives sales and where the Japan cosmetics industry is headed next. Facility Expansion Automotive Industry Statistics Buildout news: CATL’s $5B EV battery gigafactory in Poland will reach 6 GWh annually—see what it changes across the supply chain. Domestic Violence Reporting Statistics Only 19% of U.S. intimate partner violence is reported—81% goes unreported, largely due to fear of retaliation. Here’s what’s driving it. Mammogram Statistics Mammography false positives hit 7–12% of women—positive results that don’t get confirmed by biopsy—so you can understand what the recall means for your mental health. Mobile Phone Marketing Statistics In 2023, mobile ad spend hit $382B—20% more than desktop—showing where marketers are investing for growth. IT Services Consulting Industry Statistics 70% of firms struggle to hire IT consultants with cloud and AI skills—see the data behind the widening gap. Human-Led Research Analysts pull data from primary sources — studies, official databases, and industry reports. Humans decide what enters the pipeline. AI-Powered Verification Internal AI reproduces results, cross-checks claims across the web, and validates primary sources before anything moves forward. Human Editorial Decision Only AI-verified data gets published. An editor reviews every result and makes the final call. AI verifies — humans decide. Confidence bands Verified is the quiet default. We only flag exceptions. Target mix across row indicators: about 70 % Verified, 15 % Directional, and 15 % Single source. The quiet default — strong alignment across automated checks and editorial review. 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Shopify shopify.com Paypal paypal.com Hubspot hubspot.com Deloitte deloitte.com Adrian Szabo's background includes a Master's in Computer Science and a Bachelor's in Digital Media. … Research Analyst Amara Williams's background includes a Master's in Law and a Bachelor's in Business Administration. … Andrew Morrison Research Analyst Andrew Morrison trained in Finance and Engineering, holding a Master's in Finance and a Bachelor's i … Annika Holm trained in Environmental Economics and Natural Sciences, holding a Master's in Environme … Astrid Johansson Senior Data Analyst Astrid Johansson is a Senior Data Analyst at ZipDo and reports on digital identity platforms, authen … Senior Market Analyst As a Senior Market Analyst at ZipDo, Catherine Hale focuses on sustainability, ESG reporting, and co … Software and market advisory Verified industry statistics Workforce and talent research Benchmark-driven research Source-traced market data Vendor-focused advisory Reliability-focused research Industry Reports Pre-built reports with instant download. Market intelligence across 50+ industries. ✓ Instant download ✓ 50+ industries ✓ 5-year forecasts ✓ Competitive analysis ✓ Primary source citations Custom Research Tailored research for your strategic questions. Clear, actionable insights in 2–6 weeks. ✓ Discovery call ✓ Requirements mapping ✓ Market sizing & forecasting ✓ Competitor analysis ✓ AI verification pipeline ✓ Presentation-ready deliverables ZipDo is an independent market research platform that provides AI-verified industry data, statistics, and custom research. We help companies and professionals make better decisions with data that has been checked against primary sources before publication. Yes. We use a clear process: our researchers pull data from primary sources, internal AI verifies claims through reproduction and cross-referencing, and a human editor makes the final decision before anything is published. Our analysts have verifiable backgrounds in business analytics, behavioural economics, data science, and policy research. You can read the full process on our Editorial Process page. Most reports are updated at least quarterly; fast-moving industries are refreshed more often. Each report shows its last verification date and when the next review is due. Yes. You may cite ZipDo data in your work with proper attribution. Every statistic we publish links back to its primary source so you can verify it yourself. Use our contact form or email [email protected] . We typically reply within 1–2 business days. We're happy to answer questions about our data, methodology, or research services. Custom market research projects start at €5,000 and are scoped to your needs. Industry reports are available from €499 for instant download. Get in touch for a tailored quote. Our AI does not write the content. 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