Case study traffic and sales conversion statistics (2026) | STARTUP EDITION

Case study traffic and sales conversion statistics (2026): discover the 93.11% conversion surge and how founders turn traffic into revenue.

MEAN CEO - Case study traffic and sales conversion statistics (2026) | STARTUP EDITION | Case study traffic and sales conversion statistics

TL;DR: Case study traffic and sales conversion statistics in 2026

Table of Contents

More traffic can make you poorer if it does not convert.

Case study traffic and sales conversion statistics in 2026 show that the real win is not clicks but sales: one 2026 case set reported 93.11% more conversions and 65.01% more revenue, while a separate ad test got 40 leads vs 24 with fewer clicks and cut cost per lead from £98.76 to £61.34. If you run a startup, freelance business, or small team, this means you should fix intent, pages, funnels, and tracking before buying more visits; the payoff is better cash flow from the traffic you already have. See related ideas in traffic to sales and ecommerce case studies if you want practical tests to apply next.


Website speed, Core Web Vitals, and conversion impact statistics (2026) | STARTUP EDITION


Case study traffic and sales conversion statistics
When your startup finally fixes the signup funnel and the sales chart stops looking like a ski slope! Unsplash

Case study traffic and sales conversion statistics in 2026 tell a brutal truth: you can grow traffic, celebrate clicks, and still lose the money game. I am Violetta Bonenkamp, also known as Mean CEO, and I am writing this from the point of view of a European parallel entrepreneur who has spent years building ventures across deeptech, edtech, startup tooling, and founder education. If you are bootstrapping in Europe, or running a small team with very little room for waste, these numbers matter because traffic without conversion is just expensive theatre.

“Coalition Technologies reported a 93.11% rise in overall conversions and a 65.01% increase in revenue.” That single stat should reset how founders think about growth in 2026. Not more traffic first. Not more posts first. Not more ads first. CONVERSION BEFORE VANITY, because cash flow pressure is harsher for founders who cannot burn investor money for 18 months hoping the funnel fixes itself.

Here is why. Buyer behavior is less forgiving, paid acquisition is still volatile, and many EU founders are building with grants, client revenue, part-time teams, or personal savings. I have built under those constraints, and my view is simple: small teams do not need more inspiration, they need infrastructure. In marketing terms, infrastructure means better pages, cleaner funnels, sharper intent matching, and measurement tied to sales, not applause.


What methodology and sources sit behind these statistics?

This article uses recent 2026 case study material, benchmark data, and conversion research from sources such as Coalition Technologies ecommerce SEO case studies, the Cycle Gear traffic and conversion program case study, the Shopify ecommerce conversion rate benchmarks for 2026, and supporting CRO examples from related industry publications.

I selected figures that help founders answer one practical question: what tends to happen when traffic quality, user intent, site structure, and conversion systems improve together? The time frame is mostly the last 2 years, with emphasis on 2026. Geographic coverage is mixed. Some figures are global, some come from US-focused case studies, and some benchmarks apply to Shopify stores across broad markets. That matters because an EU B2B founder in the Netherlands, Sweden, or Portugal may see different behavior from a US DTC brand.

One more thing. Statistics are directional, not promises. A conversion rate from a luxury ecommerce brand does not map neatly to a SaaS sales funnel. A Black Friday retail case does not behave like a deeptech lead generation cycle. Context, business model, average order value, and founder stage still decide what these numbers mean in real life.

What are the headline numbers founders should know right now?

  • 93.11% increase in overall conversions was reported by Coalition Technologies in 2026.
    • Founder takeaway: if your conversion system improves sharply, sales can move much faster than traffic alone.
  • 65.01% revenue increase was reported in Coalition Technologies case study reporting.
    • Founder takeaway: conversion work has direct money impact, not just cosmetic analytics impact.
  • 89.44% overall session growth was reported in Coalition’s ecommerce SEO results.
    • Founder takeaway: traffic growth matters, but it becomes powerful only when paired with conversion improvements.
  • 223.28% organic session growth was reported in Coalition’s SEO case studies.
    • Founder takeaway: organic search still compounds, which matters a lot for founders with limited ad budgets.
  • 188.73% organic revenue growth was reported in Coalition’s case study reporting.
    • Founder takeaway: the most attractive traffic is traffic that buys, not traffic that merely arrives.
  • 300% increase in organic traffic conversions was reported for Villas & Apartments Abroad after redesign work.
    • Founder takeaway: page structure and usability can multiply results without needing a bigger audience first.
  • 1.4% is a cited average Shopify conversion rate benchmark, while 3.2%+ puts stores in the top 20% and 4.7%+ in the top 10%.
    • Founder takeaway: many founders think they are “doing fine” at 1% to 2%, but the benchmark ceiling is far higher.
  • 0.70% to 0.90% is the benchmark range cited for luxury and jewellery.
    • Founder takeaway: category matters, and high-ticket products often convert lower because buyers need more trust and time.
  • Cycle Gear reported strong comp sales growth within 5 MONTHS of launching its conversion program and later achieved its best Black Friday ever.
    • Founder takeaway: conversion discipline can affect offline retail performance too, not just ecommerce checkout flows.
  • In one traffic versus conversion ad case, conversion ads generated 40 leads versus 24 leads from traffic ads, and cost per lead dropped from £98.76 to £61.34.
    • Founder takeaway: cheaper clicks can still produce worse business outcomes.

Why do traffic gains often fail to produce sales gains?

Let’s break it down. Founders often treat traffic as proof of momentum because traffic is visible, easy to screenshot, and emotionally comforting. Sales conversion is less glamorous. It forces you to inspect pricing, copy, trust signals, checkout friction, lead quality, and whether your offer matches buyer intent. That is exactly why so many teams avoid it.

The 2026 case study pattern is very clear. Traffic is a weak metric when isolated from buying intent. Coalition’s published results show session growth up to 89.44% and organic session growth up to 223.28%, yet the more interesting figures are the conversion and revenue gains. Those are the numbers that keep a company alive. As a founder, I care far more about whether the user completed the action that matters than whether they admired my page for 12 seconds.

This is also where many bootstrapped and women-led startups get bad advice. People tell them to “get visible everywhere.” No. That can burn time and cash. My own operating principle is that systems must create behavior, not noise. In Fe/male Switch, I treat startup learning like a role-playing system with consequences. Marketing should work the same way. Every page should push a user into a clear next move, or it is dead weight.

What founders should do in the next 90 days

  • Audit your top 10 landing pages and product pages for one thing: what is the exact action each page asks the visitor to take?
  • Track sales-qualified leads, purchases, demo requests, or booked calls next to traffic. If you only track visits, you are managing fog.
  • Rewrite pages around search intent and buying objections, not around your internal company language.

What do the Coalition Technologies case study statistics really tell us?

Coalition Technologies published a cluster of 2026 numbers that deserve careful reading, not lazy celebration. Their case study reporting includes 65.01% YoY revenue growth, 93.11% overall conversion growth, 89.44% overall session growth, 223.28% organic session growth, and 188.73% organic revenue growth. One redesign case also reported a 300% increase in organic traffic conversions.

What does that mean? First, it suggests that SEO, site structure, intent-focused content, and technical fixes can work together as a compound system. Second, it tells us that conversion lifts can outpace traffic lifts. That is a huge clue for founders with limited resources. If you can improve how existing users behave, you do not need to buy every next visitor at rising acquisition costs.

There is another layer here that many people miss. A redesign is not decoration. A migration is not merely technical housekeeping. In the Coalition Technologies 2026 case studies on ecommerce SEO revenue and traffic, Army Surplus World migrated away from Magento without losing traffic and then improved organic performance within months. That is a strong reminder that old systems can quietly tax conversion through speed issues, management friction, and poor UX logic.

As someone who has built deeptech and no-code ventures, I will put this bluntly: founders routinely underestimate workflow friction. The same way compliance should live invisibly inside a CAD tool, conversion mechanics should live invisibly inside the buyer path. Buyers should not have to solve your navigation puzzle to give you money.

Next 90-day moves

  • Review page speed, mobile behavior, form length, and checkout steps on your highest-intent pages.
  • If you are planning a platform migration, treat traffic retention and conversion continuity as board-level metrics.
  • Publish one high-intent content asset per month that answers a buying question, not just an awareness question.

How should founders read Shopify conversion benchmarks in 2026?

The 2026 Shopify conversion rate benchmarks are useful because they stop founders from comparing apples to jet engines. A cited average conversion rate is 1.4%, stores above 3.2% sit in the top 20%, and stores above 4.7% sit in the top 10%. Category ranges matter a lot too. Fashion sits around the high-2% range in some benchmark references, home and furniture is closer to the low-1% range, and luxury and jewellery can sit around 0.70% to 0.90%.

That benchmark spread tells us three things. First, category economics matter. High-consideration products often convert lower because trust, timing, and budget hesitation are stronger. Second, average order value matters. A lower-converting luxury store can still outperform a higher-converting cheap-product store on revenue per visitor. Third, founders should stop asking, “What is a good conversion rate?” and start asking, “good for which traffic source, product type, and sales cycle?”

This matters even outside ecommerce. B2B founders, consultants, agencies, and freelancers should think in benchmark layers too. A cold ad click to a demo form is not the same as a warm email click to a pricing page. In language terms, and yes my linguistics background makes me obsess over this, the same CTA means different things in different contexts. Meaning shifts with audience intent. Your funnel has semantics, not just design.

Next 90-day moves

  • Benchmark your site against your own category, not against random social media bragging posts.
  • Measure conversion by device, traffic source, and page type so you can spot where intent dies.
  • If you sell expensive products or services, add stronger trust signals, proof, and objection-handling instead of obsessing over raw conversion rate alone.

What can founders learn from the Cycle Gear conversion case?

The Cycle Gear traffic and conversion program case study is interesting because it shifts the discussion beyond ecommerce pages. Cycle Gear, a specialty retailer with 140 stores across 38 US states, saw strong comp sales results within 5 MONTHS after launching a conversion program and later recorded its best Black Friday ever.

There is no giant spreadsheet of public percentages in that case, but the business signal is still loud. Conversion is partly a people system. Staff behavior, store process, customer flow, and local execution all shape the sales outcome. Online founders should pay attention because this applies to sales calls, onboarding, email replies, and demo handling too. Conversion is what your team does when a buying moment appears.

As a founder who has scaled teams and also worked as a solopreneur, I can tell you this: many businesses lose sales because there is no behavioral script around high-intent moments. Someone asks for a demo and receives a slow reply. A warm lead gets a vague calendar link. A product page hides shipping details. A store assistant fails to ask one extra question. The funnel leaks through human inconsistency.

Next 90-day moves

  • Map the exact human actions that happen after a lead, inquiry, or checkout hesitation appears.
  • Write scripts for sales calls, support replies, and follow-ups so your team does not improvise the money path.
  • Review response times. In many small firms, a slow answer is a hidden conversion tax.

Why do conversion-focused campaigns often beat traffic-focused campaigns?

One of the clearest supporting examples comes from a traffic versus conversion ad test. The traffic campaign generated 2,304 unique clicks versus 1,344 for the conversion campaign. At first glance, traffic seems to win. Yet the conversion campaign delivered 40 leads versus 24 leads, and cost per lead fell from £98.76 to £61.34.

This is the vanity trap in one table. Founders get seduced by click volume because it looks like proof of interest. But if the algorithm is trained for clicks rather than outcomes, it may send you people who click cheaply and buy badly. That distinction matters a lot in 2026 because many ad systems are extremely good at giving you what you asked for, even when you asked for the wrong thing.

My practical stance is harsh: if your metric can go up while your bank account gets worse, it is a dangerous metric. This is why I teach founders to think in game mechanics. Reward the wrong behavior and your system becomes stupid. Reward clicks instead of purchases, or pageviews instead of qualified calls, and your marketing starts gaming you back.

Next 90-day moves

  • Review ad objectives and make sure they match your real business outcome, such as purchase, booked call, or qualified lead.
  • Compare traffic campaigns and conversion campaigns using cost per qualified lead, not cost per click alone.
  • Feed better event data into your ad platform so it learns from real buyer behavior.

What patterns matter most for bootstrapped EU startups, women-led firms, and solopreneurs?

Now let’s get very practical. For bootstrapped EU startups, the lesson from these case study traffic and sales conversion statistics is simple: you cannot afford loose funnels. A VC-funded startup can waste money for longer. A solo founder in Europe, paying taxes, software bills, contractors, and maybe cross-border admin costs, has less margin for fantasy.

Women-led startups face another layer. Access to capital still remains uneven in many ecosystems, and motivational messaging does not fix that. I have said this many times through my work with Fe/male Switch: women do not need more inspiration, they need infrastructure. In funnel terms, that means templates, tested offer pages, repeatable email sequences, clear analytics, and low-cost channels that compound over time.

Solopreneurs should read these numbers as a call to focus. If one article, one landing page, one email sequence, or one booked-call funnel can improve conversion, that often beats posting on six social platforms with no buying path. As someone who runs ventures in parallel, I am obsessed with reusable systems. The founder advantage is not working nonstop. It is building once and using many times.

What should each founder group do?

  • Bootstrapped startups
    • Favor organic search, email, and conversion-focused page work before scaling paid traffic.
    • Track payback by channel so you know which source actually brings money back.
  • Women-led startups
    • Use low-cost trust builders such as proof-rich case studies, authority content, and structured follow-up systems.
    • Document the funnel so team knowledge does not sit only in one founder’s head.
  • Solopreneurs
    • Pick one commercial funnel and improve it each week for 90 days.
    • Use no-code tools and human-in-the-loop AI support to reduce admin and content bottlenecks.
  • EU startups
    • Adapt US benchmarks with caution and compare by market maturity, language, and price sensitivity.
    • Use grants, incubators, and ecosystem support to fund channel testing without betting the company.

What are the most quotable insights and predictions for 2027?

“By 2027, founders who keep measuring traffic before qualified conversion will keep buying the illusion of momentum.”

“By 2027, bootstrapped EU startups that push at least one high-intent content asset per month into a conversion-focused funnel will outperform peers that spread effort across low-intent social channels.”

“By 2027, the strongest small-business websites will behave less like brochures and more like guided decision systems.”

“By 2027, women-led startups with clear trust architecture, proof content, and repeatable sales follow-up will close more value from the same traffic than better-funded but messier competitors.”

“By 2027, category-specific conversion benchmarks will matter more than global averages, because founders are finally learning that a 1% conversion rate can be either weak or excellent depending on the business model.”

“By 2027, no-code funnel building and human-in-the-loop AI research support will give solo founders a real shot at competing with teams ten times their size.”

Where is the data weak, inconsistent, or under-researched?

This is the part many flashy statistics articles skip, and I refuse to skip it. The data on case study traffic and sales conversion statistics is useful, but it is also uneven. Different sources define conversions differently. One conversion may mean a purchase, another a lead, another a completed form, and another an in-store sales event. Those are not interchangeable.

We also have a geography problem. Much of the public case study material comes from US businesses or global ecommerce datasets. EU founders work across different tax systems, shipping expectations, privacy practices, labor costs, language markets, and buyer trust patterns. A Dutch B2B SaaS funnel, a German engineering platform, and a Portuguese lifestyle store will not behave the same way.

There is also weak segmentation around founder type. We still do not see enough benchmark reporting split by bootstrapped versus funded, women-led versus mixed teams, or solopreneur versus full sales team. That is a problem because the same conversion benchmark can imply very different strategic choices depending on resources. A funded team can brute-force traffic. A solo founder usually cannot.

Another blind spot is quality after conversion. More leads do not always mean better business. One source in the wider research pool made that point clearly: a higher conversion percentage can still disappoint if lead quality drops and sales effort rises. Founders need to connect conversion to closed deals, repeat purchases, retention, and contribution margin, not just form fills.

How can startups actually use these numbers?

Bootstrapping startups

If you are bootstrapping, the Coalition data should push you toward channels and assets that keep paying back over time. Organic traffic growth up to 223.28% and organic revenue growth up to 188.73% suggest that search-led content and strong conversion pages can stack gains over months, not just days.

  • Put more effort into SEO content, email capture, and conversion pages than into broad awareness campaigns.
  • Set one money metric per funnel, such as purchase rate, booked-call rate, or qualified-lead rate.
  • Review whether your current paid spend is funding traffic that does not convert.

Women-led startups

If capital access is tighter, your marketing stack must do more with less. Use case studies, proof, and educational content to build trust at low cost. Your funnel should reduce buyer uncertainty before the sales conversation starts.

  • Publish evidence-rich case studies with concrete percentages and outcomes.
  • Build trust pages that answer objections around credibility, delivery, and risk.
  • Turn one founder story into many assets: article, email series, landing page proof section, and sales follow-up material.

Solopreneurs

If you are solo, stop trying to be everywhere. One conversion path that works beats six channels that scatter attention. The ad case where fewer clicks produced more leads is the perfect warning.

  • Choose one offer and one funnel first.
  • Use a simple weekly review: visits, conversion rate, qualified actions, sales outcome.
  • Default to no-code systems until you hit a hard wall, then invest deeper.

EU startups

For EU founders, local adaptation matters. Translate not just language, but trust expectations, payment behavior, and compliance concerns. This is where my background in linguistics and pragmatics keeps influencing how I build. Meaning changes behavior. Tiny wording changes, offer framing, and trust cues can change who converts and who hesitates.

  • Test local-language pages if you sell across Europe.
  • Adjust trust signals for market context, including invoicing, VAT clarity, delivery terms, and legal reassurance.
  • Use public support programs and founder networks to test channels cheaply before scaling.

What practical checklist should founders follow next?

Next steps. Do not read statistics passively. Turn them into behavior.

  1. Pick 1 to 2 statistics from this article that challenge your current assumptions.
  2. Identify your most important commercial page or funnel.
  3. Write down the exact conversion action you want from that page.
  4. Measure current baseline numbers: traffic, conversion rate, qualified leads, purchases, or booked calls.
  5. Make one change only, such as headline, CTA, proof section, page speed fix, or shorter form.
  6. Track the result for 90 DAYS.
  7. Review by traffic source and device, not just in aggregate.
  8. Keep what improves sales outcome, and remove what only improves vanity metrics.

A simple founder framework for using conversion statistics

  • Observe: gather benchmark data for your category, region, and funnel type.
  • Interpret: decide what those numbers mean for your own cash flow, pricing, and buyer behavior.
  • Act: test one conversion change at a time.
  • Adapt: update your funnel every quarter based on real sales evidence.

If you remember only one lesson from these case study traffic and sales conversion statistics, let it be this: TRAFFIC IS INTEREST. CONVERSION IS DECISION. REVENUE IS PROOF. Founders who confuse those three things stay busy. Founders who separate them build companies that survive.


People Also Ask:

What is a good sales conversion percentage?

A good sales conversion percentage depends on the channel, industry, and sales cycle. In many cases, rates around 2% to 5% are seen as average for website traffic, while stronger-performing campaigns or highly targeted traffic can convert at much higher levels. For sales teams working qualified leads, the percentage is often much higher than general website traffic.

What are the 7 stages of conversion?

The 7 stages of conversion often describe the path a buyer takes from first contact to purchase. These stages usually include awareness, interest, consideration, intent, evaluation, action, and post-purchase follow-up. Some businesses name these stages differently, though the idea stays the same: move a visitor from discovery to sale.

Is 2.5% a good conversion rate?

Yes, 2.5% can be a good conversion rate, especially for general website traffic. It often falls within a common average range for many websites. Whether it is truly good depends on traffic quality, product price, and how competitive the market is.

Is a 20% conversion rate good?

Yes, a 20% conversion rate is very strong in most cases. That level usually means the traffic is highly qualified, the offer matches user intent well, or the audience is already warm. It is much higher than what many websites see from broad traffic sources.

What do case studies say about traffic and sales conversion rates?

Case studies often show that traffic quality matters more than traffic volume. A smaller group of highly relevant visitors can produce better sales results than a large amount of untargeted traffic. Many case studies also report conversion lifts after changes to landing pages, forms, messaging, or checkout steps.

How much can conversion rates improve in case studies?

Case study results vary widely, though many report increases from 15% to over 100% after testing page changes or simplifying the buyer journey. Some examples show even bigger jumps when businesses fix major friction points. The exact gain depends on the starting conversion rate and the changes made.

Why does high traffic not always lead to more sales?

High traffic does not always lead to more sales because not every visitor is ready to buy. Poor audience targeting, weak page messaging, slow load times, and a confusing checkout process can all reduce sales. The best results usually come from attracting the right visitors and giving them a clear next step.

What affects website sales conversion the most?

The biggest factors often include traffic source, buyer intent, page copy, trust signals, form length, pricing clarity, and checkout simplicity. Mobile usability and page speed also play a big part. Even small changes in these areas can change conversion rates a lot.

How do businesses measure traffic-to-sales conversion?

Businesses usually measure traffic-to-sales conversion by dividing the number of sales by the total number of visitors, then multiplying by 100. This gives the conversion rate percentage. Many teams also track conversions by traffic source, device, landing page, and campaign to see what brings the best sales results.

What is more important in conversion case studies: traffic volume or traffic quality?

Traffic quality is usually more important than traffic volume. Case studies often show that visitors coming from high-intent sources, such as branded search, referrals, email campaigns, or warm audiences, convert better than broad untargeted traffic. More visitors can help, but only if those visitors are likely to buy.


FAQ on Case Study Traffic and Sales Conversion Statistics in 2026

How do I know whether my startup has a traffic problem or a conversion problem?

Start by comparing channel traffic with one hard commercial outcome: purchases, booked calls, or sales-qualified leads. If visits rise while revenue stalls, the bottleneck is likely conversion, not awareness. Use Google Analytics for startup funnel diagnosis and review practical traffic-to-sales fixes.

Which conversion metrics matter more than raw conversion rate?

Revenue per visitor, sales-qualified lead rate, checkout completion, and lead-to-close rate usually matter more than headline conversion rate alone. A higher rate from weak leads can still damage profit. Build better measurement with Google Analytics for Startups and see how SEO asset types convert differently.

How should B2B founders adapt ecommerce conversion lessons to lead generation funnels?

Treat product pages like service landing pages: match intent, reduce friction, answer objections, and make the next step obvious. For B2B, optimize demo requests and qualified pipeline, not just form fills. Apply SEO for startup intent matching and study targeted conversion improvement through better personalization.

What page elements usually create the biggest conversion lifts first?

The fastest wins often come from stronger headlines, clearer CTAs, trust signals, mobile UX fixes, shorter forms, and visible shipping, pricing, or onboarding details. Small changes can produce outsized results when intent is already high. Strengthen startup SEO landing pages and browse ecommerce conversion case study examples.

When should founders invest in SEO instead of paid traffic?

Choose SEO first when budgets are tight, demand is research-driven, and you need compounding acquisition over time. Paid traffic works best after core pages already convert well enough to justify scaling. Plan compounding growth with SEO for Startups and compare ecommerce SEO conversion benchmarks.

How can I benchmark my conversion performance without misleading myself?

Benchmark by industry, product price, device, traffic source, and buyer intent, not by random averages. A 1% conversion rate may be poor for low-ticket goods but respectable for luxury or complex B2B offers. Use the European Startup Playbook for market context and check category-specific Shopify conversion benchmarks.

What role does search intent play in traffic that actually converts?

Search intent determines whether visitors are browsing, comparing, or ready to buy. Content that answers buying questions usually converts better than generic awareness posts because it meets users closer to decision. Build intent-led content with AI SEO for Startups and see how PAA-style content can drive traffic and sales.

Are traffic campaigns ever useful, or should founders always optimize for conversions?

Traffic campaigns can help with awareness, audience building, and early testing, but they are risky if treated as proof of business progress. For lead generation or purchases, optimize toward conversions as early as possible. Choose better startup PPC goals and review the traffic-vs-conversion ads case study.

How can solopreneurs improve conversion rates without a big team or developer budget?

Focus on one funnel, one offer, and one improvement at a time. Use no-code forms, analytics, heatmaps, and AI-assisted copy updates before paying for a full rebuild. Follow the Bootstrapping Startup Playbook and use practical CRO metrics and tactics.

What is the smartest 30-day conversion optimization plan for an early-stage founder?

Week 1: define one primary conversion and baseline. Week 2: audit top pages for friction. Week 3: change one major variable such as headline or CTA. Week 4: review results by source and device. Structure the process with Google Search Console for Startups and study more website traffic-to-revenue tactics.


MEAN CEO - Case study traffic and sales conversion statistics (2026) | STARTUP EDITION | Case study traffic and sales conversion statistics

Violetta Bonenkamp, also known as Mean CEO, is a female entrepreneur and an experienced startup founder, bootstrapping her startups. She has an impressive educational background including an MBA and four other higher education degrees. She has over 20 years of work experience across multiple countries, including 10 years as a solopreneur and serial entrepreneur. Throughout her startup experience she has applied for multiple startup grants at the EU level, in the Netherlands and Malta, and her startups received quite a few of those. She’s been living, studying and working in many countries around the globe and her extensive multicultural experience has influenced her immensely. Constantly learning new things, like AI, SEO, zero code, code, etc. and scaling her businesses through smart systems.