Tools and stack
We work with most major CRO and analytics tools and adapt to whatever your team is already using.
- Testing platforms: VWO, Optimizely, Convert, AB Tasty.
- Heat mapping and session recording: Hotjar, FullStory, Microsoft Clarity, Mouseflow.
- Analytics: GA4, Google Search Console, server-side analytics, custom event tracking.
- Ecommerce: Shopify, Shopify Plus, WooCommerce, BigCommerce, Magento, custom builds.
- Site speed and Core Web Vitals: PageSpeed Insights, WebPageTest, Chrome User Experience Report data.
The tools matter less than the strategy behind them. We pick what fits your stack and your traffic volume.
What our CRO agency services cover
On-page CRO
The headlines, layout, copy, and design choices on individual pages. We test what your brand actually says, watch where buyers stall, and find what’s breaking trust.
A/B testing
Controlled experiments that compare variations against a baseline. We test hypotheses tied to brand strategy, not the button-color guessing game that many agencies present as CRO.
Heat mapping
Visual data on where visitors click, scroll, and bail. We use heat maps to identify dead zones and design tests based on what we see.
User journey mapping
How buyers actually move through your site from first touch to a purchase. We map the journey, find where it breaks, and rebuild what isn’t working.
Funnel optimization
Top-to-bottom funnel analysis covering where visitors enter, stay, or convert. We rebuild around what the data shows.
Landing page optimization
Standalone landing pages built and tested for specific campaigns or buyer segments. Faster conversion lift than redesigning entire sites.
Ecommerce CRO
Product page, cart, and checkout optimization for e-commerce brands. The work cuts cart abandonment, lifts average order value, and protects margin on whatever you’re spending on paid traffic.
Form and checkout testing
Where visitors quit before converting, we strip friction from forms and redesign checkout flows. Field-by-field testing finds what actually moves submissions.

Brand-led CRO is different
Most CRO firms run mechanical tests. Change the button color, swap the headline, measure the lift. That work delivers a few percent here and there. It also avoids the harder question: why isn’t your buyer converting in the first place?
Brand-led CRO starts with the brand argument. What are you promising? What does the buyer have to believe before they act? Where does the actual experience break that trust? We design tests around those answers, not whatever the testing tool wants to try this week.
The result is bigger lifts that compound. The small wins everyone else gets, plus the structural wins from fixing what’s actually broken.
Why most CRO programs underperform
When companies bring us in to clean up a stalled CRO program, the same patterns keep showing up.
Tests run on the wrong elements. The agency tested ten button colors and five headlines, all of which moved conversion by less than 2%. Nobody tested the real friction: a confusing pricing page, a form that asks for fields buyers don’t want to give, and a checkout that fights mobile users.
Hypotheses aren’t tied to anything. The agency runs whatever the testing tool recommends or whatever the team has time for that week. There’s no underlying strategy connecting tests to business outcomes, so the wins don’t add up to anything reflected in revenue.
Reporting hides the truth. The agency reports test wins in isolation (“CTA color test produced a 12% lift”) but doesn’t reconcile that against the revenue line. Companies pay for years of CRO without knowing if it ever pays back.
All of those are fixable. We build hypotheses around brand strategy. We tie tests to revenue. And we report in dollars, not in lift percentages floating in isolation.

Our CRO process
Phase 1 (weeks 1 to 3)
Discovery and audit
Full audit covering the site, the funnel, the analytics, the brand promise, and the buyer journey. We find the friction points that matter before we run a single test.
Phase 2 (weeks 3 to 5)
Hypothesis development
Brand-aligned hypotheses tied to revenue. Each one has a real business reason behind it and a measurable outcome we can test.
Phase 3 (ongoing)
Testing and iteration
Tests run continuously against the prioritized list of hypotheses. Winners get rolled out. Losers get studied. Every cycle feeds the next one.
Phase 4 (monthly)
Reporting and optimization
Monthly reports tie test outcomes to revenue. Quarterly reviews step back from the test list to assess the larger pattern. The program adjusts based on what’s working.
On-page CRO: the elements we test
On-page CRO is the work that happens directly on individual pages. Headlines, page layout, body copy, design choices that make or break trust. The components a visitor actually sees and reacts to.
We test the components that move conversion. The headline and value prop. Page structure and content hierarchy. Where the CTAs go and how they read. How long the forms are. Where the social proof lives. The mobile layout. Page load, since slow pages convert worse, and Core Web Vitals do matter.
The work is brand-aligned and disciplined. We don’t run random tests. Each on-page test starts with a hypothesis tied to a brand argument or a real friction point in the buyer journey. The result is on-page changes that compound, instead of isolated wins that fade as soon as the test is over.
A/B testing the right way
A/B testing only works with discipline. Most programs cut corners. They run tests with too few visitors. They end them early. They declare false winners. Then they roll out changes that don’t move revenue once they meet real traffic.
Our methodology covers what determines whether tests yield meaningful results. We set statistical significance before a test runs, not after. Sample size is calculated from the baseline conversion rate and the minimum detectable effect. Test duration covers full business cycles (day of week, time of month, seasonal effects). Holdout groups validate that wins hold over time, when the situation calls for them.
Tools we work with: VWO, Optimizely, Convert, AB Tasty, and Google Optimize alternatives. Selection depends on traffic volume, test complexity, and budget.
Funnel and journey mapping
Funnel mapping shows where visitors enter the site, progress, and exit. Journey mapping zooms out to cover the full path your buyer takes from first touch through to a converted customer.
Run together, the two tools find the highest-leverage places to invest. A funnel that loses 70% of visitors at the pricing page tells you exactly where to focus. A buyer journey that takes seven touches to convert tells you which touches matter and which ones can go.
We rebuild funnels and journeys based on what the data actually shows, not what we assume going in. The rebuild compounds with on-page CRO and A/B testing to deliver structural conversion gains that don’t fade after the test ends.
Retainer model and pricing
Our CRO retainers start at $3000 per month with a 90-day minimum. The 90 days allow us to finish discovery, build the hypothesis backlog, and run the first wave of tests before the engagement ends. CRO takes time to produce results. We don’t take work below that floor because the budget can’t support the senior-led time it actually takes.
We run month-to-month after the 90-day minimum. The work either pays for itself or it doesn’t.
Pricing varies based on traffic volume, site complexity, e-commerce vs. lead-gen, and the size of the testing program. National-scope work runs higher than local because the test cycles are faster and the revenue impact is larger.
Ecommerce CRO
E-commerce has its own CRO discipline. Product page optimization, cart abandonment recovery, checkout flow redesign, trust signal placement, mobile-specific conversion paths, cross-sell and upsell logic, and subscription conversion all sit under the same umbrella.
We work on the major platforms (Shopify, Shopify Plus, WooCommerce, BigCommerce, Magento, and custom builds). The methodology is the same regardless: find the friction, design the test, validate the lift, ship it.
For e-commerce brands running paid traffic, on-page CRO compounds with paid spend. A higher conversion rate from the same traffic means a lower customer acquisition cost. That’s where CRO produces its biggest ROI for e-commerce.
How we report on CRO
Monthly report, monthly review call, quarterly strategy session. The monthly report covers tests run, tests won, tests lost, and the revenue impact of every winning test. The quarterly review steps back to look at the larger pattern: which test categories are winning, where the next quarter’s hypothesis backlog should focus, and how much revenue the CRO program is actually producing.
We report on metrics that connect to revenue. Conversion rate by segment, revenue per visitor, test win rate, average lift per winning test, and total revenue contribution from CRO. Anything else is supporting data.
Common CRO questions
Answers from a brand agency that does CRO differently. If yours isn’t here, the fastest way to get one is to book a free fit call.
Cost and timeline
How long does CRO take to show results?
How much does CRO cost?
What’s the ROI of CRO?
How long should a CRO contract be?
What happens if I stop CRO?
Process and methodology
What’s your CRO process?
How do you decide what to test first?
How often do you report on CRO progress?
What metrics matter for CRO?
CRO fundamentals
What is conversion rate optimization (CRO)?
What’s the difference between CRO and UX?
What’s the difference between CRO and SEO?
What’s a good conversion rate?
What conversions should I track?
How much traffic do I need for CRO to work?
What is statistical significance and why does it matter?
What is the sample size in CRO testing?
On-page CRO and testing
What does on-page CRO include?
What page elements move conversion the most?
Should I test button colors and copy?
What is A/B testing?
What’s the difference between A/B testing and multivariate testing?
How long should an A/B test run?
What is a heat map and why use one?
What is session recording?
Ecommerce and specific use cases
Does CRO work for ecommerce?
Does CRO work for B2B lead generation?
How does CRO improve paid ad performance?
Do you work with Shopify, WooCommerce, and other e-commerce platforms?
What is landing page optimization?
Trust and quality
Can you guarantee a specific lift in conversions?
Why are CRO results sometimes hard to attribute?
How is your CRO different from other agencies?
What should I look for in a CRO agency?
Do I need CRO if I’m already running ads?

406-998-7901
team@letscanoe.com
119 N 29th St
Billings, MT 59101
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Let’s Canoe is a brand-led marketing agency in Billings, Montana. We start with brand strategy and build the marketing around it. The Let’s Canoe Framework™ guides every engagement we run.




