By The Numbers ‑ LTV Analytics Vs Segments AI Analyst: Which Shopify App Is Best For Your Store In November 2026?

Discover the power of Shopify apps as we compare By The Numbers ‑ LTV Analytics and Segments AI Analyst side by side. Evaluate their features, explore their unique benefits, compare their pricing plans and user ratings, and find the perfect fit for your business needs. Let's dive into the comparison table and unlock the possibilities that await your Shopify store.

By The Numbers ‑ LTV Analytics leads on total reviews, track record and budget — 81 reviews at 4.9★ and a free plan — while Segments AI Analyst leads on rating and integrations. Read the full verdict

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Comparison

Top By The Numbers ‑ LTV Analytics alternatives — detailed comparison

The table below highlights the crucial differences between By The Numbers ‑ LTV Analytics and similar other Shopify apps based on parameters like ratings, reviews, features, pricing, etc.

Apps
By The Numbers ‑ LTV AnalyticsInstall
Segments AI AnalystInstall
Add app
General information
Ratings4.9 ★ (81 reviews)5.0 ★ (59 reviews)
Developed byUnsupervised LLCTresl Inc.
Launch date6 December 20174 April 2019
PricingFree, $19/month, $39/month, $89/month$49/month, $149/month
ObjectiveMeasurements, projections, estimates, data analysis and sales summaries.Boost your marketing returns by cleverly dividing your customers into groups.
CategoriesAnalytics, AdsWorkflow automation, Analytics
Key features & highlights
PurposeIncrease your earnings using detailed customer knowledge, easy-to-use tools, essential KPIs and more!Make creating new marketing strategies easier. Find profitable, specific groups and share wherever needed.
Features list
  • Analyze customer segments and products impacting lifetime value for better targeting.
  • Track KPIs like sales, ads, and repurchase rates in real-time dashboards.
  • Sync customer lists instantly with Google Ads and Klaviyo for seamless marketing.
  • Get 50+ AI-generated segments, including RFM and behavioral insights instantly.
  • Sync segments seamlessly with Klaviyo, Meta, Google, TikTok, and other platforms.
  • Use natural language queries to discover profitable new customer segments.
Highlights——
User reviews and ratings
Recommended97.6%100.0%
Pros
  • Offers a wide range of dashboards, reports, and segmentation tools for deep business insights.
  • Works flawlessly with Shopify, Klaviyo, Google Ads, and other third-party platforms.
  • Personalized onboarding, quick responses, and proactive feature enhancements.
  • Provides data-driven recommendations for marketing, ad spend, and customer retention.
  • Intuitive design with clear, digestible reports and easy navigation.
  • High functionality at a competitive price compared to premium analytics tools.
  • Tailored reports and segments to fit specific business needs and models.
  • Lightweight integration with quick data processing and real-time updates.
  • Continuous improvements based on user feedback and evolving needs.
  • Helpful tutorials and onboarding sessions to maximize app utility.
  • Provides deep, actionable analytics on customer behavior, cohorts, and lifecycle stages.
  • Works well with Shopify, Klaviyo, Facebook, and Google Ads for dynamic audience syncing.
  • Team is highly responsive, helpful, and proactive in resolving issues.
  • Easy-to-use dashboard with clear visualizations and customizable reports.
  • Saves time by automatically creating and updating customer segments.
  • Users report significant improvements in marketing efficiency and sales metrics.
  • Offers tailored solutions, including custom reports and feature requests.
  • Delivers advanced analytics typically requiring a dedicated data team.
  • Provides strategic insights to optimize campaigns and retention.
  • High value for price, especially compared to similar enterprise solutions.
Cons
  • Some users may initially find advanced features complex without guidance.
  • A few reviewers noted the app feels unfinished or lacks polish in areas.
  • Rare instances of payment or login problems disrupting usage.
  • Some users noted proprietary algorithms lack detailed breakdowns.
  • Requires time to fully leverage all functionalities.
  • Some users needed onboarding support to maximize app utility.
Pricing and plans
Total pricing plans42
Free planAvailableNot available
Free trialYes, for 14 day(s)Yes, for 7 day(s)
Technical information
Rating4.9 ★5.0 ★
Total reviews8259
Launch date6 December 20174 April 2019

By The Numbers ‑ LTV Analytics vs Segments AI Analyst: Final Verdict

When choosing the ideal Shopify app for your business, both By The Numbers ‑ LTV Analytics and Segments AI Analyst offer unique strengths and considerations.

The choice between By The Numbers ‑ LTV Analytics and Segments AI Analyst depends on your specific needs and priorities. Consider your business requirements, goals, and the features that align most closely with your objectives. Take into account factors such as pricing, user reviews, support quality, and integrations while making a decision.

We recommend thoroughly exploring the features and functionalities of each app. Remember, what works best for one business may not be ideal for another.

Here's a breakdown of key factors to help you choose a winner.

🥇 By The Numbers ‑ LTV Analytics

Takes 3 of the 7 comparison factors, with 2 tied. Segments AI Analyst leads on rating and integrations.

FactorPriorityBy The Numbers ‑ LTV AnalyticsSegments AI Analyst
Average RatingHigh priority—WinnerDetail
Total ReviewsHigh priorityWinner—Detail
Launch DateLow priorityWinner—Detail
BudgetHigh priorityWinner—Detail
Support ChannelMedium priorityTiedTiedDetail
IntegrationsMedium priority—WinnerDetail
Trial PeriodLow priorityTiedTiedDetail

Average Rating

High priority

While considering user reviews, take note of the average ratings for By The Numbers ‑ LTV Analytics and Segments AI Analyst. These ratings reflect users' overall satisfaction and can provide valuable insights into the reliability and effectiveness of each app. In this case, By The Numbers ‑ LTV Analytics holds an average rating of 4.9 stars, whereas Segments AI Analyst has 5.0 star ratings.

🥇 Winner: Segments AI Analyst🥈 Runner Up: By The Numbers ‑ LTV Analytics
For complete details, see the Ratings and Reviews section.

Total Reviews

High priority

Consider the total number of reviews By The Numbers ‑ LTV Analytics and Segments AI Analyst have received. A higher number of reviews generally indicates a larger user base and more feedback, which can provide additional insights into the app's performance and user experience. Here, By The Numbers ‑ LTV Analytics has received a total of 81 reviews and Segments AI Analyst has 59 reviews.

🥇 Winner: By The Numbers ‑ LTV Analytics🥈 Runner Up: Segments AI Analyst
For complete details, see the Ratings and Reviews section.

Launch Date

Low priority

While not a direct measure of quality, consider the launch date of each app - By The Numbers ‑ LTV Analytics and Segments AI Analyst to gain some context. A more established app brings years of experience and refinement to the table, but it's important to balance this factor with the app's average rating and total reviews. By The Numbers ‑ LTV Analytics and Segments AI Analyst were launched on Dec 6, 2017 and Apr 4, 2019 respectively.

🥇 Winner: By The Numbers ‑ LTV Analytics🥈 Runner Up: Segments AI Analyst
For complete details, see the Overview of the Apps section.

Budget

High priority

Take the time to analyze your specific needs, budget for the same, and long-term goals to decide which plan fits your requirements. Here, By The Numbers ‑ LTV Analytics offers 4 pricing plans (1 free plan, 3 paid plans) with an average plan price of $36.75. Segments AI Analyst, on the other hand, has a total of 2 pricing plans (0 free plans, 2 paid plans) with an average plan price of $99.00.

🥇 Winner: By The Numbers ‑ LTV Analytics🥈 Runner Up: Segments AI Analyst
For complete details, see the Pricing Details section.

Support Channel

Medium priority

Both By The Numbers ‑ LTV Analytics and Segments AI Analyst provide customer support through various channels, such as email, live chat, FAQs section, or phone. A higher number of support channels indicates better accessibility and assistance, ensuring timely help whenever you need it. Here, the two apps offer the following support channels:

By The Numbers ‑ LTV Analytics3 support options
Segments AI Analyst3 support options
🥇 Winner: By The Numbers ‑ LTV Analytics, Segments AI Analyst🥈 Runner Up: N/A
For complete details, see the Support section.

Integrations

Medium priority

Evaluate the integration capabilities of By The Numbers ‑ LTV Analytics and Segments AI Analyst. Consider the number and variety of integration options they offer with other tools and services - more integration options can provide flexibility and streamline your workflows. Both apps offer various integration options with popular Shopify tools and services.

By The Numbers ‑ LTV Analytics7 integrations
Segments AI Analyst8 integrations
🥇 Winner: Segments AI Analyst🥈 Runner Up: By The Numbers ‑ LTV Analytics
For complete details, see the Integrations section.

Trial Period

Low priority

Free trial periods allow you to explore the app's features and functionalities before committing. By The Numbers ‑ LTV Analytics comes with a 14-day free trial period. Segments AI Analyst, on the other hand, comes with a 7-day free trial period. Take advantage of these trial periods to assess how well each app aligns with your specific business needs.

🥇 Winner: By The Numbers ‑ LTV Analytics, Segments AI Analyst🥈 Runner Up: N/A
For complete details, see the Features section.

By comparing and weighing these factors, you can make an informed decision and determine the winner between By The Numbers ‑ LTV Analytics and Segments AI Analyst that aligns best with your requirements and preferences for a successful Shopify app experience.

Shopify Apps Detailed Comparison: By The Numbers ‑ LTV Analytics vs Segments AI Analyst

In this comprehensive comparison, we'll delve into the details of two Shopify apps: By The Numbers ‑ LTV Analytics and Segments AI Analyst. Whether you're seeking to optimize marketing efforts, streamline operations, or improve customer engagement, our in-depth analysis will help you make an informed decision.

OverviewBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

Let's dive into the overview of these two apps: By The Numbers ‑ LTV Analytics and Segments AI Analyst, and uncover how these Shopify apps can elevate your online business and empower you with powerful tools and features.

By The Numbers ‑ LTV Analytics Overview

By The Numbers ‑ LTV Analytics is a Shopify app developed by Unknown Developer to help merchants with Measurements, projections, estimates, data analysis and sales summaries. With an average rating of 4.9 stars from 81 reviews, By The Numbers ‑ LTV Analytics is one of the top-rated Analytics Shopify apps.

Launch DateDec 6, 2017
PurposeIncrease your earnings using detailed customer knowledge, easy-to-use tools, essential KPIs and more!
Pricing summaryFree plan available. Free trial available.

Segments AI Analyst Overview

Segments AI Analyst is a Shopify app developed by Unknown Developer to help merchants with Boost your marketing returns by cleverly dividing your customers into groups. With an average rating of 5.0 stars from 59 reviews, Segments AI Analyst is one of the top-rated Workflow automation Shopify apps.

Launch DateApr 4, 2019
PurposeMake creating new marketing strategies easier. Find profitable, specific groups and share wherever needed.
Pricing summaryFrom $49/month. Free trial available.
Features ComparisonBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

While both apps are designed to optimize your Shopify store, their intended uses may vary. Let's take a more in-depth look at each of these apps' features.

By The Numbers ‑ LTV Analytics Features

  • Create reports that monitor sales, customers, products, groups and repeat purchase rates.
  • Monitor and forecast the lifetime value of all customer groups, segments and individual customers.
  • Set and monitor sales targets across various measures and durations.
  • Work anywhere using multiple devices and complete mobile compatibility.
  • Get weekly email reports, compare past data, export files in CSV format, and much more...

Segments AI Analyst Features

  • Begin with over 50 ready-made segments, including RFM and behavioral ones.
  • An easy-to-use interface helps you create an unlimited number of custom segments.
  • Examine interactive maps of customer journeys based on their first and second purchases.
  • Connect your segments with Klaviyo, Meta, Google, TikTok and others.
  • Top-notch customer service, including help from our own data science team.
Pricing PlansBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

There are tons of Shopify apps for small businesses and enterprises alike. From By The Numbers ‑ LTV Analytics to Segments AI Analyst, each offers a range of pricing packages to accommodate different business needs.

Let's see how the prices of By The Numbers ‑ LTV Analytics and Segments AI Analyst measure up.

By The Numbers ‑ LTV Analytics Pricing Details

By The Numbers ‑ LTV Analytics has 4 pricing plans: 1 free and 3 paid. The paid plans cost $19/ month, $39/ month, $89/ month and come with a 14-day free trial period.

Free Forever
$0 /month
  • Overview Dashboard
  • 14+ Ecom Reports
  • 90 Days Data History
  • 14 Day Trial of All Features
Starter
$19 /month
  • Ecom & ROI Reports
  • AI Customer Segmentation
  • Cohort & LTV Reports
  • AI Forecasting
  • Customer Loyalty Analysis
Growth
$39 /month
  • Ecom & ROI Reports
  • AI Customer Segmentation
  • Cohort & LTV Reports
  • AI Forecasting
  • Customer Loyalty Analysis
Pro
$89 /month
  • All features included, plus:
  • Video Onboarding Calls
  • Priority Email & Video Support

Segments AI Analyst Pricing Details

Segments AI Analyst offers 2 paid plans, which cost $49/ month, $149/ month. The paid plans also come with a 7-day free trial period.

Analyst
$49 /month
  • Ask anything, get tables & charts
  • Build segments in plain English
  • 200 chat credits per month
  • Sync segments to Shopify tags
  • Insights surfaced automatically
Analyst+Marketing
$149 /month
  • Everything in Analyst, plus:
  • 1,000 chat credits per month
  • Sync to Klaviyo, Meta, Google & TikTok
  • Audience sync to ad & email channels
  • Daily auto-refreshed insights

Install in your Shopify store We pass your name, email and store domain to the Unsupervised LLC team so they can help install and configure the app on your store.

User RatingsBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

User feedback and reviews play a crucial role in assessing the quality and effectiveness of any Shopify app. Let's take a closer look at what users are saying about By The Numbers ‑ LTV Analytics and Segments AI Analyst.

By The Numbers ‑ LTV Analytics Ratings

By The Numbers ‑ LTV Analytics has garnered an overall rating of 4.9 stars from a total of 81 reviews on the Shopify app store.

4.9★★★★★| 81 reviews

Of the total reviews, 98% are positive, 2% are neutral, and 2% are negative.

✨ AI Summary of By The Numbers ‑ LTV Analytics Reviews

"By the Numbers" is a Shopify analytics app designed to provide comprehensive insights into customer behavior, sales performance, and marketing efficiency. The app offers a wide range of dashboards and reports, including RFM (Recency, Frequency, Monetary) segmentation, cohort analysis, and product performance tracking, enabling businesses to identify high-value customers, optimize ad spend, and improve retention strategies. Key features include seamless integrations with platforms like Klaviyo, Google Ads, and Meta, as well as customizable segments for targeted marketing campaigns. The app is praised for its intuitive interface, affordability, and lightweight integration, making it accessible for businesses of varying sizes. Strengths include robust data visualization, actionable insights, and exceptional customer support, with personalized onboarding and responsive assistance for feature requests. However, some limitations include occasional performance issues, such as slow loading times, and the RFM model may not suit all business models. Despite these minor drawbacks, the app is widely regarded as a powerful tool for enhancing data-driven decision-making and improving overall business performance."

Segments AI Analyst Ratings

Segments AI Analyst has garnered an overall rating of 5.0 stars from a total of 59 reviews on the Shopify app store.

5.0★★★★★| 59 reviews

Of the total reviews, 100% are positive, 0% are neutral, and 0% are negative.

✨ AI Summary of Segments AI Analyst Reviews

Segments by Tresl is a Shopify analytics and marketing app designed to provide deep customer insights and actionable segmentation tools. The app excels in automating customer segmentation, cohort analysis, and lifecycle tracking, enabling businesses to tailor marketing strategies with precision. Key features include seamless integrations with platforms like Klaviyo, Mailchimp, Facebook, and Google Ads, allowing dynamic audience syncing and targeted campaigns. Its intuitive interface and advanced filtering options simplify complex data analysis, offering visualizations and pre-built segments that highlight customer behaviors, churn risks, and loyalty patterns. Strengths include robust support for data-driven decision-making, time-saving automation, and responsive customer service that often assists with custom requests. However, some proprietary calculations lack transparency, which may limit granular understanding for users requiring detailed methodology. The app is particularly valuable for small to medium-sized businesses seeking enterprise-level analytics without the need for a dedicated data team. While highly effective for marketing optimization, its full potential is best realized with active use of its integrations and segment-based strategies. Pricing is noted as competitive relative to similar solutions, though some advanced features may require higher-tier plans. Overall, Segments is a powerful tool for enhancing customer retention, revenue growth, and cross-channel marketing efficiency.

Pros and ConsBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

Let's explore the pros and cons of By The Numbers ‑ LTV Analytics and Segments AI Analyst to better understand their strengths and limitations.

By The Numbers ‑ LTV Analytics Pros and Cons

Pros
  • Offers a wide range of dashboards, reports, and segmentation tools for deep business insights.
  • Works flawlessly with Shopify, Klaviyo, Google Ads, and other third-party platforms.
  • Personalized onboarding, quick responses, and proactive feature enhancements.
  • Provides data-driven recommendations for marketing, ad spend, and customer retention.
  • Intuitive design with clear, digestible reports and easy navigation.
  • High functionality at a competitive price compared to premium analytics tools.
  • Tailored reports and segments to fit specific business needs and models.
  • Lightweight integration with quick data processing and real-time updates.
  • Continuous improvements based on user feedback and evolving needs.
  • Helpful tutorials and onboarding sessions to maximize app utility.
Cons
  • Some users may initially find advanced features complex without guidance.
  • A few reviewers noted the app feels unfinished or lacks polish in areas.
  • Rare instances of payment or login problems disrupting usage.

Segments AI Analyst Pros and Cons

Pros
  • Provides deep, actionable analytics on customer behavior, cohorts, and lifecycle stages.
  • Works well with Shopify, Klaviyo, Facebook, and Google Ads for dynamic audience syncing.
  • Team is highly responsive, helpful, and proactive in resolving issues.
  • Easy-to-use dashboard with clear visualizations and customizable reports.
  • Saves time by automatically creating and updating customer segments.
  • Users report significant improvements in marketing efficiency and sales metrics.
  • Offers tailored solutions, including custom reports and feature requests.
  • Delivers advanced analytics typically requiring a dedicated data team.
  • Provides strategic insights to optimize campaigns and retention.
  • High value for price, especially compared to similar enterprise solutions.
Cons
  • Some users noted proprietary algorithms lack detailed breakdowns.
  • Requires time to fully leverage all functionalities.
  • Some users needed onboarding support to maximize app utility.
Featured IntegrationsBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

Seamless integration with other tools and platforms is crucial for maximizing the functionality and efficiency of your Shopify store. Let's explore the integration capabilities of By The Numbers ‑ LTV Analytics and Segments AI Analyst, and see how effortlessly these apps can enhance your store operations.

By The Numbers ‑ LTV Analytics Integrations

By The Numbers ‑ LTV Analytics offers a wide range of integration options, allowing you to connect with popular third-party tools and services seamlessly. The developer has provided an extensive list of integration tools:

CheckoutGoogle AdsGoogle AnalyticsKlaviyoMail ChimpMetaTikTok

Segments AI Analyst Integrations

Segments AI Analyst offers a wide range of integration options, allowing you to connect with popular third-party tools and services seamlessly. The developer has provided an extensive list of integration tools:

CheckoutShopify FlowGoogle AdsInstagramKlaviyoMetaPostscriptTiktok
SupportBy The Numbers ‑ LTV Analytics vs Segments AI Analyst

The support team plays a vital role in resolving queries, offering guidance, and addressing concerns related to By The Numbers ‑ LTV Analytics and Segments AI Analyst. Their expertise and responsiveness are key considerations for ensuring a seamless app experience.

By The Numbers ‑ LTV Analytics User Support

For any inquiries or assistance regarding By The Numbers ‑ LTV Analytics, their dedicated support team is here to assist you. You can reach out to them via email at [email protected]. To address common concerns, By The Numbers ‑ LTV Analytics offers an extensive FAQ section on its website, providing helpful information and troubleshooting tips.

Segments AI Analyst User Support

For any inquiries or assistance regarding Segments AI Analyst, their dedicated support team is here to assist you. You can reach out to them via email at [email protected]. To address common concerns, Segments AI Analyst offers an extensive FAQ section on its website, providing helpful information and troubleshooting tips.

Need assistance in choosing the right app for your store?

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3

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Perfect your store’s functionality without the pressure to move on until you’re ready.

Install in your Shopify store We pass your name, email and store domain to the Unsupervised LLC team so they can help install and configure the app on your store.

FAQs for By The Numbers ‑ LTV Analytics and Segments AI Analyst

1. What is the key difference between these Shopify apps: By The Numbers ‑ LTV Analytics and Segments AI Analyst?

When comparing various Shopify apps, their main objective sets them apart. By The Numbers ‑ LTV Analytics is designed to help merchants with Measurements, projections, estimates, data analysis and sales summaries.. On the other hand, Segments AI Analyst focuses on Boost your marketing returns by cleverly dividing your customers into groups.. Assessing these differences will help you determine which app aligns best with your unique business needs.

2. Which app between By The Numbers ‑ LTV Analytics and Segments AI Analyst offers free pricing plan options for Shopify merchants?

By The Numbers ‑ LTV Analytics has 1 free plan. Segments AI Analyst has no free plans.

3. What are the pricing plans for By The Numbers ‑ LTV Analytics and Segments AI Analyst?

While the specific pricing plans may vary for each app, here's a general breakdown:

By The Numbers ‑ LTV Analytics offers a total of 4 pricing plans: 1 free plan and 3 paid plans. Paid plan costs: $19/ month, $39/ month, $89/ month. Free plan cost: Free.

Segments AI Analyst offers a total of 2 pricing plans: 0 free plans and 2 paid plans. Paid plan costs: $49/ month, $149/ month. Free plan costs: Not available.

4. Is there a free trial available for By The Numbers ‑ LTV Analytics and Segments AI Analyst?

By The Numbers ‑ LTV Analytics comes with a 14-day free trial period. Segments AI Analyst, on the other hand, comes with a 7-day free trial period.

5. What are the integration options available for By The Numbers ‑ LTV Analytics and Segments AI Analyst?

By The Numbers ‑ LTV Analytics: Checkout, Google Ads, Google Analytics, Klaviyo, Mail Chimp, Meta, TikTok.

Segments AI Analyst: Checkout, Shopify Flow, Google Ads, Instagram, Klaviyo, Meta, Postscript, Tiktok.

6. What are the support options available for By The Numbers ‑ LTV Analytics and Segments AI Analyst?

By The Numbers ‑ LTV Analytics · Email: [email protected] · Website: https://bythenumbersapp.com/ · FAQ: https://help.bythenumbersapp.com/article/138-faq

Segments AI Analyst · Email: [email protected] · Website: https://www.tresl.co/ · FAQ: https://bit.ly/4696io1

7. Are By The Numbers ‑ LTV Analytics and Segments AI Analyst compatible with my Shopify theme?

Generally, By The Numbers ‑ LTV Analytics and Segments AI Analyst are designed to be compatible with most Shopify themes. However, it is always advisable to review the app documentation or contact the app's support team to ensure seamless integration with your specific theme.

8. Which app between By The Numbers ‑ LTV Analytics and Segments AI Analyst is better?

Determining which app between By The Numbers ‑ LTV Analytics and Segments AI Analyst is better depends on your specific business requirements. It is recommended to thoroughly evaluate each app based on various factors such as customer reviews, support, integrations, and functionalities to make an informed decision that aligns best with your unique requirements.

Most popular

Most popular Shopify apps on the market

Install in your Shopify store We pass your name, email and store domain to the Unsupervised LLC team so they can help install and configure the app on your store.

.myshopify.com

Compared in this guide

By The Numbers ‑ LTV Analytics
4.9 ★ · 81 reviews · Free plan
Segments AI Analyst
5.0 ★ · 59 reviews · From $49/mo
Install By The Numbers ‑ LTV AnalyticsView full app detail

Verdict at a glance

By The Numbers ‑ LTV Analytics takes 3 of the 7 comparison factors, including total reviews, track record and budget. Segments AI Analyst leads on rating and integrations.

🥇 Winner: By The Numbers ‑ LTV Analytics🥈 Runner Up: Segments AI Analyst
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