50 Best Tweets About Conversion Rate Optimization (2026)

Explore the best tweets about conversion rate optimization, featuring research, experiments, landing pages, copy, funnels, analytics, and test results.

CRO research, hypotheses, experiments, copy, design, funnels, analytics, statistical rigor, and measurable conversion results.

Creators
38
Updated

What 50 top Conversion Rate Optimization posts reveal

CRO discussion emphasizes matching landing pages to traffic intent, reducing friction, building trust, and evaluating outcomes beyond conversion rate alone. A notable disagreement concerns whether conventional on-site A/B tests adequately capture paid-media economics.

Dominant tone
Positive

72% of posts

Median score
6.87

All-time engagement

Leading format
Case Study

46% of posts

Recent posts
34%

Published in 90 days

Conversation map

The themes creators return to

Conversion copy and persuasion architecture

Value propositions, outcome-led messaging, headlines, offers, unique mechanisms, objection handling, urgency, guarantees, prompts, and CTA clarity.

42%

UX, design, and friction reduction

Mobile-first layouts, speed, visual hierarchy, navigation, product discovery, checkout usability, page simplification, and reducing cognitive load.

40%

Experimentation and statistical rigor

Hypothesis-led testing, test design, sample-size constraints, control-versus-variant learning, statistical significance, test velocity, and challenging assumptions.

30%

Measurement, profit metrics, and incrementality

Evaluating RPV, PPV, AOV, CAC, LTV, new-customer outcomes, conversion lift, attribution limitations, and paid-media effects beyond on-site CVR.

28%

Funnel diagnostics and user behavior

Finding drop-offs with funnel analysis, session recordings, heatmaps, scroll depth, device and geo segmentation, and journey-level diagnosis.

26%

Landing page strategy and traffic-message match

Selecting page formats and aligning headlines, copy, and funnel stages to traffic source, keyword intent, ad angle, audience temperature, and use case.

16%

Offer, pricing, and AOV optimization

Optimizing pricing, bundles, subscriptions, guarantees, shipping thresholds, cart architecture, pre-purchase and post-purchase upsells, and repeat purchase.

16%

Tone and stance

Sentiment Positive leads
Author posture Supportive leads

Performance benchmark

Median likes
21
Median reposts
1
Median replies
4
Median views
1.9K

Posts with media make up 48% of this collection. Their median all-time score is 7.17, compared with 6.02 for text-only posts.

Format mix

  • Case Study 46% · score 6.78
  • Tutorial 26% · score 4.75
  • List 14% · score 27.9
  • Opinion 12% · score 8.00

Where creators agree, and where they do not

Shared view

Match page, traffic, and intent

Posts recommend aligning landing-page format, headline, and copy with the ad angle, keyword intent, funnel stage, and visitor temperature rather than using one generic destination for all traffic.

Open debate

A/B testing’s role in paid funnels

One view recommends ongoing A/B testing and formal splits when traffic permits; another reports that on-site test winners can coincide with worse paid-media economics and advocates testing through ad accounts.

Open debate

Test velocity versus isolated learning

One recap recommends stacking an additional change per variant to learn faster, while another example warns that an entire-PDP redesign changed too much at once to yield a clear lesson.

Open debate

Pop-ups are contested

One case reports lower CPMs and flat CPA after removing pop-ups while rebuilding signup volume with quizzes; another advocates optimizing pop-up offers and data capture.

Patterns behind standout posts

Top engagement outliers addressed landing-page strategy

The two highest-scoring outliers addressed page formats and message matching for demand generation and Google search, with all-time scores of 133 and 130.01.

Measurement had a lower theme median than experimentation

The experimentation and statistical-rigor theme had a 7.403 median all-time score, while measurement, profit metrics, and incrementality had a 3.1 median.

Statistical standouts

  1. View standout post 1 Score 133.0 · 19.36× median
  2. View standout post 2 Score 130.0 · 18.92× median
  3. View standout post 3 Score 119.9 · 17.45× median
  4. View standout post 4 Score 66.9 · 9.74× median
  5. View standout post 5 Score 57.7 · 8.4× median

Who shapes this conversation

The five most represented creators account for 20% of the selected posts.

  1. 1. Andrei Breha | CRO

    @andreibreha

    2 posts

  2. 2. Jackson Blackledge

    @blvckledge

    2 posts

  3. 3. Cody Schneider

    @codyschneider

    2 posts

  4. 4. Connor Martin

    @connor_m

    2 posts

  5. 5. Corey Haines

    @coreyhainesco

    2 posts

  6. 6. Alex Fedotoff

    @FedotOff90

    2 posts

Jackson Blackledge had the highest top-voice median score

Jackson Blackledge’s two posts had a 131.51 median all-time score and focused on landing-page formats and search-intent matching.

Connor Martin’s posts focused on testing economics

Connor Martin’s two posts had a 62.3 median all-time score and covered pop-ups and the evaluation of A/B tests through paid-media outcomes.

The creator set was broad

The evidence set contains 38 creators, and the top five creators account for 20% of placements.

Since the previous snapshot

What changed since Aug 12, 2026

  • 80% of the selected posts remained.
  • The creator count changed by -1.
  • The leading sentiment remained stable.
How this analysis was made

Themes, sentiment, stance, and post format are classified per tweet. All counts, shares, medians, creator concentration, freshness, and performance comparisons are then calculated directly from the published snapshot.

Xholic's all-time score compares engagement while accounting for reach, post age, and creator consistency. It is used for relative comparisons within this collection.

This report analyzes the exact 50-post snapshot shown below. AI identifies editorial categories and drafts explanations; all statistics are calculated from the snapshot, and every narrative claim is checked against cited posts before publication.

Top Conversion Rate Optimization tweets from 38 creators

Ranked 01–50

  1. 01

    @blvckledge ·

    for those looking to crack cold traffic on demand gen many of our brands are spending $10k-$20k/day rn on these funnels best performing formats i’ve seen lately: VSL/SALES PAGE this is a direct response page built to sell a product, either through a video or long-form copy.

    • 6 Replies
    • 14 Reposts
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  2. 02

    @blvckledge ·

    our head of google ads @filippocvroli just spoke to a room full of ecom operators about the top google strategies in 2026. the main points from the talk: 1. landing pages on google are the equivalent of creatives on meta they’re one of the biggest (if not the biggest) factors

    • 14 Replies
    • 12 Reposts
    • 171 Likes
    • 28K Views
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  3. 03

    @daviefogarty ·

    If I had to take a Shopify store from $500K to $2M without increasing your % spent on ads, here's exactly what I'd do: 1. STOP OBSESSING OVER TRAFFIC. Brands pump money into ads and chase new channels. But if your site doesn't convert, you're pouring more water into a bucket

    • 17 Replies
    • 8 Reposts
    • 181 Likes
    • 17.5K Views
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  4. 04

    @connor_m ·

    It's hilarious nobody talks about the impact of site pop-ups on advertising costs. On 4/4 of my brands, when we've removed pop-ups and anything else that impacts time on site, our CPMs and CPAs drop. "but but but look at how it impacts your data collection and email flows long

    • 26 Replies
    • 5 Reposts
    • 157 Likes
    • 24.5K Views
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  5. 05

    @connor_m ·

    Nobodies ready for the conversation that A/B Testing apps cause a massive negative impact for paid traffic spend. An extremely large benefit of having multiple brands at scale is the ability to analyse the impact of otherwise 'harmless' site or funnel changes. Below is our

    • 24 Replies
    • 7 Reposts
    • 142 Likes
    • 76K Views
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  6. 06

    @SarahLevinger ·

    Sometimes customers buy. Sometimes they don’t. (Which is kind of annoying when you’ve spent six weeks building 60+ ads, 4 listicles, and 20 email flows… 😅) Why does this happen? Why do two visitors from seemingly identical traffic sources, landing on the same page, looking at

    • 8 Replies
    • 4 Reposts
    • 35 Likes
    • 2K Views
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  7. 07

    @codyplof ·

    I'm 3/3 on CRO tests that I've done end to end in Claude. I hate to sound like AI, but it's not just the speed of dev I'm excited about. It's the direction. For the first time one person can run a really good CRO program. Sure being able to ship design and dev as a non

    • 14 Replies
    • 1 Reposts
    • 141 Likes
    • 58.8K Views
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  8. 08

    @namyakhann ·

    6 landing page design rules that move conversion: 1. Mobile first: 60-80% of traffic is on phones (design for thumbs) 2. One CTA per section: Multiple CTAs = no CTAs. 3. White space = trust. 80-100px between sections 4. Speed kills. Every second of load time = 7% drop in

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  9. 09

    @therahulissar ·

    Split testing one of our quiz funnels and have some interesting data to report on. Quiz 1: → 16 questions long → Same ads and spend → 17% completion rate → 2.1% conversion rate Quiz 2: → 27 questions long → Same ads and spend → 27.5% completion rate → 4.1% conversion rate

    • 8 Replies
    • 2 Reposts
    • 50 Likes
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  10. 10

    @codyschneider ·

    the most slept-on thing for ecom right now is to build collection pages at scale for your business if you have a ton of SKUs, this is a great strategy download all your SKUs and put them into Claude code connect to the Ahrefs MCP and ask: What collection pages should I build

    • 4 Replies
    • 2 Reposts
    • 28 Likes
    • 3.2K Views
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  11. 11

    @markbuildsbrand ·

    here's a 'real world' reminder to always challenge your assumptions in marketing: i was recently working with an info offer and helping them dial in a new call funnel. after running a good amount of tests, there were three crazy conclusions that we came to: 1) inbounds convert

    • 8 Replies
    • 1 Reposts
    • 79 Likes
    • 6.2K Views
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  12. 12

    @andreibreha ·

    CRO test that printed money: Collection page had zero trust signals. Just products and prices. Hypothesis: Add free shipping badge + social proof card inside the grid itself. Test duration: 2 weeks → +$124,064/month Control: 914 orders, $218,437 Variant: 1,060 orders, $254,615

    • 4 Replies
    • 2 Reposts
    • 20 Likes
    • 1.7K Views
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  13. 13

    @1ajaay ·

    RPV maximisation isn't about one clever trick on your product page. It's about systematically increasing the value you extract from every visitor who hits your site. You need to pull three levers simultaneously: conversion rate, AOV, and repeat purchase frequency. Your average

    • 5 Replies
    • 0 Reposts
    • 35 Likes
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  14. 14

    @FedotOff90 ·

    Took our worst-converting product page from last quarter and our best-converting one and dropped both into Claude. Asked it to extract every structural difference. Headline pattern, above-the-fold density, social proof placement, CTA frequency, word count by section, image

    • 0 Replies
    • 4 Reposts
    • 28 Likes
    • 3K Views
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  15. 15

    @dont_be_average ·

    I've tested thousands of landing pages, here are the elements you MUST have to increase conversions (save this): HEADLINE: Who + Specific Result + Timeframe SUBHEADLINE: Supports headline, adds specificity or mechanism tease HERO: Image or video showing result/transformation

    • 8 Replies
    • 0 Reposts
    • 8 Likes
    • 160 Views
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  16. 16

    @alecsandrull ·

    most ecom operators have never looked at their scroll depth data. this is the single most overlooked metric in conversion optimisation. here's why it matters: you have a product page with 6 sections. your best conversion element - the reviews section - is section 5. but

    • 2 Replies
    • 1 Reposts
    • 12 Likes
    • 833 Views
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  17. 17

    @williamkast_ ·

    Your ad account structure should be boring. 1 CBO for testing + scaling, 1 promo campaign, an optional retargeting campaign. That's my entire setup. I see brands come to me with accounts that look like a flowchart from NASA. 6 campaigns, 30 ad sets, custom audiences layered

    • 6 Replies
    • 2 Reposts
    • 26 Likes
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  18. 18

    @M__Operators ·

    Masterclass on CRO What to test, when + why velocity beats certainty. @couuor’s worst test ever $39/mo vs. $88/qtr Same ads, split traffic $88 converted at 0% @codyplof’s most painful test Redesigned entire PDP Changed too much at once Lost, with no answers

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  19. 19

    @DmytroKrasun ·

    I am lucky to have @coreyhainesco using ScreenshotOne for one of his projects. When he tried to upgrade, my dashboard UI/UX was so confusing that he couldn't figure it out. He then sent me a video with suggestions on how to improve the upgrade flow: 1. Add a visible banner or

    • 5 Replies
    • 4 Reposts
    • 48 Likes
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  20. 20

    @neilpatel ·

    Most bloated pages aren't a design problem. They're a committee problem. Every team added their widget and nobody ever removed anything. Now visitors bounce before they convert. The filter is simple: does this element help the visitor take the one action you want? If not, it

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    • 6 Reposts
    • 43 Likes
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  21. 21

    @oliverkenyon ·

    Here’s how I’d CRO-optimise @GhostLifestyle 👇 1/ Homepage: sell the outcome, not the flavour Before: • Hero focused heavily on flavour launch • Product image doing most of the work • Value proposition unclear After: • Clear performance-driven headline: Fuel your body. Power

    • 3 Replies
    • 0 Reposts
    • 35 Likes
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  22. 22

    @GrammarHippy ·

    If you want my best advice for increasing conversions and AOV it’s this: Don’t close the loop. Quiz - a lot of funnels have the offer at the end of the funnel in a different style. Different design. WHY? Closed the loop. Quiz done - now we’re selling to you. NO. A purchase -

    • 10 Replies
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    • 29 Likes
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  23. 23

    @M__Operators ·

    .@couuor rebuilt Ridge’s entire site after 10 years. @connorrolain added a step pre-checkout. @codyplof’s last six CRO tests were winners. The boys have been busy ↓ Upsell pre-checkout, +23% AOV (Conversion rate stayed flat) Redesign entire site + test for lift (Subtract

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  24. 24

    @FedotOff90 ·

    I used to think the fastest way to fix a struggling ecom brand was new ads. New creative. New angles. New campaigns. I was wrong most of the time. Nine times out of ten, the ads weren't the problem. The LANDING PAGE was. A 1.2% conversion rate on cold traffic isn't an ad

    • 9 Replies
    • 1 Reposts
    • 27 Likes
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  25. 25

    @Adam_Ha_Yes ·

    Do you want a high-converting landing page? With a few simple tweaks you can double your conversion rate. Here are the 7 questions I ask when building every landing page: 1: Does my site load fast? > Target: <1 second load time > Every extra second = 10–15% traffic loss > Use

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  26. 26

    @askOkara ·

    a lot of founders obsess over traffic when the problem is actually conversion if you're getting 1,000 visitors and 5 signups, you don't need more traffic. you need to know why 995 people left things to check first: - is the audience relevant? - does your homepage explain what

    • 3 Replies
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    • 38 Likes
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  27. 27

    @andreibreha ·

    AI Sales Agents has now become one of the most powerful elements of CRO. This test is the perfect example. We added interactive questions based on the product. Once an question is clicked, an AI Sales Agent opens up and answers the question. It's such a good way to tackle

    • 4 Replies
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    • 18 Likes
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  28. 28

    @oliverkenyon ·

    Anyone who says best practices in CRO don’t exist is lying. Yes, data and research are incredibly important when you’re testing at scale. But for most brands… A lot of the time it’s simply about putting the right conversion elements in the right place at the right time. Take

    • 7 Replies
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    • 32 Likes
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  29. 29

    @CJSlattery ·

    We helped a client see a 47% reduction in cost per incremental conversion, 18% lower CPMs. 24% more reach, all from moving Meta budget out of purchase campaigns and into upper funnel. The purchase campaigns looked efficient, but frequency was climbing and so was CPMr. The

    • 4 Replies
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    • 7 Likes
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  30. 30

    @coreyhainesco ·

    A Conversion Factory CRO win: Join It. We didn't rebrand them. Our design team took the assets they already had and used them better: a wider palette, a call to action that actually stood out, stronger social proof, and cleaner layouts. Their result: a 43% increase in

    • 5 Replies
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    • 24 Likes
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  31. 31

    @ericdjav ·

    This is crazy 🤯 I ran a paywall experiment on my app. Same product. Same users. Just a different screen. Result: 200% more conversions than the previous paywall. The difference? → Simpler copy → One clear CTA → Social proof above the fold Most founders obsess over featur

    • 10 Replies
    • 1 Reposts
    • 16 Likes
    • 789 Views
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  32. 32

    @fba ·

    You don't need to be a genius to do CRO (Conversion Rate Optimization). When someone lands in your page/blog/etc. - First CTA above the fold. - Use a variety of of them (links, buttons, images, instructions) - Increase the FOMO if you can. - Track CLOSELY every conversion.

    • 3 Replies
    • 1 Reposts
    • 15 Likes
    • 775 Views
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  33. 33

    @namyakhann ·

    The testing math that changes how i think about landing page wins: 10K+ visitors/mo: → run proper A/B tests → split traffic 50/50 → 1 test/week <10K visitors/mo: → make change live → measure before/after over 2-4 weeks → still iterate but not split traffic either way:

    • 4 Replies
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    • 21 Likes
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  34. 34

    @thePhilRivers ·

    Most brands are bleeding money from a place they never think to look. Their pop-up form. Instead of the standard 2-3% opt-in most settle for. We regularly convert 4-7x more traffic by doing 3 things: 1. Come up with an offer that works within the unit economics of the

    • 7 Replies
    • 1 Reposts
    • 15 Likes
    • 488 Views
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  35. 35

    @roasroi ·

    traffic but no conversions? wrong audience, offer mismatch, broken funnel Check Traffic Temperature Before Blaming the Offer Cold traffic needs a bridge. Warm traffic can go straight to the sale. Most people send cold FB traffic to a page built for warm buyers and wonder why

    • 0 Replies
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    • 7 Likes
    • 448 Views
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  36. 36

    @SammyLandix4o ·

    A homepage should help shoppers decide fast. This redesign makes the offer clearer, puts the product first, adds trust, and gives parents one easy CTA. Pretty design gets attention. Conversion design gets sales. #Shopify #CRO #Ecommerce #WebDesign

    • 0 Replies
    • 0 Reposts
    • 7 Likes
    • 28 Views
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  37. 37

    @codyschneider ·

    how conversational analytics is going to change your google ads conversion rate optimization process entirely most serious google ads operators already have a decent stack scripts running automated bid adjustments looker dashboards tracking the core metrics maybe some n8n

    • 4 Replies
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    • 12 Likes
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  38. 38

    @elgermerlo ·

    Burned $400 on Facebook ads in 2 weeks for a landing page that was converting at 0.4%. I thought traffic was the problem. It wasn't. The page had no clear value prop. The CTA was confusing. The offer was vague. I didn't know any of this because I had zero organic visitors to

    • 3 Replies
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    • 3 Likes
    • 100 Views
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  39. 39

    @sarah_carusona ·

    If I started a brand from scratch, these are the first 3 hires I'd make 👇 (And no, a media buyer isn't one of them...) Because after working across numerous 7-9 figure brands, I've learned that a bunch of specialists who don't talk to each other does not lead to growth... You

    • 2 Replies
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    • 3 Likes
    • 514 Views
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  40. 40

    @brock_mammoser ·

    Conversion rate is not always the best metric Here's what I mean: Our add to cart rate dropped from 13% to 7.6% year over year Our conversion rate dropped from 3% to 2.16% Looks like a problem But sessions went from 1.7 million to 4.5 million Traffic nearly tripled When

    • 5 Replies
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    • 19 Likes
    • 5.1K Views
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  41. 41

    @thePhilRivers ·

    On a good day, your site converts 3%. That means 97 out of 100 people you paid to get there leave without buying. Ninety… Seven! And then what do most businesses do? Nothing. Or worse… They hand those same people back to Meta, Google, or YouTube and pay again for

    • 3 Replies
    • 2 Reposts
    • 3 Likes
    • 354 Views
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  42. 42

    @coreyhainesco ·

    Wanted to share a Conversion Factory success story: KinectAir. The original site was on the rougher side. The marketing team wrote CRO copy, while the design team overhauled typography, layout, and signup CTA placement. The result: ✅ 20x increase in signups in 2 months.

    • 2 Replies
    • 0 Reposts
    • 17 Likes
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  43. 43

    @Ecom_Matteo ·

    Working on CRO this month has paid off! Optimised it all with the app "Shoplift", you can run A/B tests for your pdp on there. Always get information on your new pdp before switching. Orders went down because of an ad account ban, part of this business of course.

    • 2 Replies
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    • 23 Likes
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  44. 44

    @SSage38676 ·

    conversion rate optimisation is NOT “make the button bigger.” It’s this: find where people drop off → understand why → remove the friction. learn to diagnose: off-site problems (wrong audience, wrong message, bad targeting) vs on-site issues (confusing landing pages, weak

    • 3 Replies
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    • 2 Likes
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  45. 45

    @roasroi ·

    how to test a lander, few tips - check what others are using VSLs? Advertorials? just a video and a CONTINUE button, email capture? - analyze how other funnels look like and make a similar one - don't 1:1 copy the lander code if that team is good and high-level, they will have

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  46. 46

    @kzitouni1 ·

    ads runners, you may or may not have realized that the most interesting data is often hiding in the losing variant we had a test where one version lost on conversion rate but the customers who did convert: spent 30% more came back more often had higher LTV the winner got

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  47. 47

    @StaxGoldman ·

    It’s incredible how dogshit “reputable”digital marketing agencies are. Friend of mine put me in touch with a (well funded) brand in London to assist, and I had the opportunity to see behind the curtain… A straight up disaster was revealed. When the owner first mentioned how

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  48. 48

    @chakirbillionzz ·

    🚀 Pretty design doesn’t convert. Proof does. Here’s my CRO breakdown. ✅ What I like: Strong stats and visual data reinforce credibility. Subscription-first pricing encourages recurring revenue. Countdown timer creates urgency. UGC adds authenticity to the offer. ❌ What I’d

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  49. 49

    @ArnaudBelingaCX ·

    31.58% trial conversion. Up from 20.12%. +57% jump since Breakcold V2. Everyone in SaaS is obsessed with distribution. Twitter threads. Cold email. Paid ads. New channels. Here's what they miss. Double traffic = 2x growth. Double conversion = 2x growth. But conversion costs

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  50. 50

    @SSage38676 ·

    How to crack your acquisition funnel in 8 steps for your innovative product: 1. Set a hypothesis-led growth strategy (ICP, positioning, messaging) 2. Build a growth roadmap (experiments, metrics, timeline) 3. Create + capture demand (choose 2 channels, define funnel goal,

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