Choosing between brevo vs mailchimp vs klaviyo is not just a feature checklist decision. The right email marketing platform depends on how you grow: contact volume, ecommerce revenue, automation depth, multichannel messaging, and how much complexity your team can manage.
For most businesses, the choice comes down to three distinct strengths: Brevo is built around cost control and multichannel sending, Mailchimp prioritizes ease of use, design polish, and accessible AI features, while Klaviyo is the most ecommerce-focused option, especially for Shopify, WooCommerce, and BigCommerce stores that want revenue-driven segmentation and predictive analytics.
Brevo vs Mailchimp vs Klaviyo: Quick Summary
At a high level, Brevo vs Mailchimp vs Klaviyo breaks down into three different buying profiles:
| Platform | Best Fit | Pricing Model | Standout Strength | Main Trade-Off |
|---|---|---|---|---|
| Brevo | Budget-conscious teams, large contact lists, SMBs needing email + SMS + WhatsApp | Email-volume based | Unlimited contacts on every plan, 300 emails/day on free plan, SMS and WhatsApp in one platform | Less advanced ecommerce prediction than Klaviyo; fewer templates than Mailchimp |
| Mailchimp | Beginners, small businesses, creative teams, content-heavy campaigns | Contact-based | Strong templates, accessible AI tools, polished campaign builder, mobile app | Can become expensive as contacts grow; automations and advanced features are limited on lower tiers |
| Klaviyo | Ecommerce brands, Shopify stores, revenue-focused lifecycle marketing | Contact/profile-based | Deep ecommerce data, predictive analytics, product recommendations, revenue attribution | Higher cost; best features depend on ecommerce purchase data |
Quick answer: Choose Brevo if list size and budget control matter most. Choose Mailchimp if you want beginner-friendly email marketing with strong templates and accessible AI. Choose Klaviyo if ecommerce revenue tracking, Shopify behavior data, and predictive segmentation are your top priorities.
Snapshot: where each platform leads
| Category | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Ease of use | Beginner-friendly guided workflow | Very beginner-friendly, polished editor | More powerful, steeper learning curve |
| Templates | Around 40+ modern templates in one source; fewer than Mailchimp overall | 130+ polished templates in one source; another source cites 250+ themes | Source data emphasizes ecommerce flows more than template breadth |
| Automation | Visual workflows, triggers, transactional email integration | Customer Journeys, 100+ prebuilt automation templates | Advanced ecommerce flows, predictive triggers, revenue-focused automation |
| Ecommerce | Shopify, WooCommerce, Magento; good for typical ecommerce use | Mature Shopify app and marketplace; simpler than Klaviyo for deep ecommerce | Strongest Shopify data sync, purchase behavior, browse behavior, CLV, churn risk |
| AI features | AI content tools, smart segmentation, send-time optimization on higher plans | AI content generator, Content Optimizer, Send Time Optimization, predictive demographics | Predictive analytics for next order date, lifetime value, churn risk, product recommendations |
| Free plan | 300 emails/day, unlimited contacts according to source data | Source data varies: 250 contacts/500 emails/month or 500 contacts/1,000 sends/month | 250 contacts, 500 email sends, basic flows |
| Best for | Cost control and multichannel messaging | Simplicity and polished campaign creation | Ecommerce growth and revenue attribution |
Core Email Marketing Features Compared
All three platforms cover the fundamentals of email marketing: campaign creation, templates, contact targeting, and automation. The differences are in how much control, polish, and ecommerce intelligence each platform gives you.
Campaign creation and email editor
Brevo focuses on a guided workflow. Source testing describes its campaign setup as walking users through list selection, templates, and scheduling with minimal friction. It also supports transactional emails under the same account, which is useful for businesses that want marketing and operational messages in one place.
Mailchimp offers a more flexible, polished campaign builder. It supports granular campaign tagging, multi-step scheduling, and higher-tier capabilities such as AI-powered Send Time Optimization and multivariate testing across content, timing, and audiences.
Klaviyo is less positioned as a general creative email tool in the source data and more as an ecommerce lifecycle platform. Its core value comes from using store behavior, purchase data, and predicted customer value to trigger targeted campaigns.
| Feature | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Campaign setup | Guided workflow | Flexible multi-step setup | Ecommerce behavior-driven campaigns |
| Editor style | Drag-and-drop, simple and fast | Advanced drag-and-drop with polished blocks | Ecommerce-focused campaign and flow creation |
| Transactional email | Included under the same platform in source data | Not highlighted as a core differentiator in the source data | Not emphasized in the provided source data |
| Campaign organization | Basic folders | Advanced tagging | Source data emphasizes segments and flows |
| Best use case | Fast, functional email creation | Polished marketing campaigns | Revenue-oriented ecommerce campaigns |
Templates and design flexibility
Mailchimp has the strongest template story in the source data. One source cites 130+ polished templates, while another cites 250+ templates/themes, with mobile-responsive designs and category filtering. It also includes a Creative Assistant that can generate branded templates from uploaded assets.
Brevo offers fewer templates. One source cites around 40 templates, describing them as mobile-responsive and easy to customize. Another source notes that Brevo’s templates are less modern than Mailchimp’s paid templates, but that Brevo allows HTML editing and template creation.
Klaviyo’s template count is not specified in the provided source data. The research focuses more heavily on Klaviyo’s ecommerce intelligence, predictive analytics, and automation flows than design breadth.
| Design Area | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Template quantity | Around 40+ in one source | 130+ polished templates in one source; 250+ themes in another | Not specified in source data |
| Mobile-responsive templates | Yes | Yes | Not specified in source data |
| HTML support | Yes | Yes, with source noting Standard+ for some HTML support | Not specified in source data |
| Branding tools | Saved brand assets | Creative Assistant auto-branding | Not specified in source data |
| Design strength | Functional and lightweight | Strongest design polish | Ecommerce use cases emphasized over design breadth |
Practical takeaway: If your team sends visually rich newsletters, product updates, or branded campaigns, Mailchimp has the clearest advantage in design polish. If your emails are more functional and you care about cost predictability, Brevo is easier to justify.
Automation Builder and Customer Journey Capabilities
Automation is one of the biggest differences in the brevo vs mailchimp vs klaviyo decision. Each platform supports automated email workflows, but they are optimized for different levels of complexity.
Brevo automation
Brevo provides a visual workflow builder with trigger-based automation. The source data lists triggers such as:
- Email engagement: Opens and clicks.
- Website behavior: Page visits through tracking.
- Ecommerce actions: Store-related activity.
- Contact data: Custom fields and profile attributes.
- Transactional events: Transactional emails can be integrated into workflows.
Brevo also includes prebuilt scenarios such as welcome flows, abandoned cart flows, and reactivation campaigns. One source cites 8 automation templates, which is more limited than Mailchimp’s template library but sufficient for many SMB workflows.
Brevo’s automation also includes lead scoring and campaign testing in one source. Its “Best time” or send-time capability is described as using previous campaign performance, while another source says Brevo’s send-time optimization works at the individual subscriber level on Business plans and above.
Mailchimp automation
Mailchimp provides a Customer Journey Builder with AI-suggested paths. Source data says users can tell Mailchimp their goal, such as:
- Welcome series
- Abandoned cart
- Re-engagement
Mailchimp can then generate a complete flow. It also offers 100+ prebuilt automation flow templates, branching paths, predictive insights, and path-based A/B testing.
However, multiple sources note that Mailchimp’s more advanced automation features are restricted on lower-tier plans. One source states that automations are no longer available on the Free plan and require a paid plan even for a basic automated welcome email.
Klaviyo automation
Klaviyo is the strongest ecommerce automation platform in the provided research. Its automation is built around real-time behavior triggers and predictive ecommerce models.
The source data highlights flows such as:
- Abandoned cart
- Personalized upsell
- Lifecycle campaigns
- Product recommendations
- Winback or churn-risk targeting
- Segments based on purchase probability and predicted lifetime value
Klaviyo’s predictive analytics can calculate expected next order date, predicted lifetime value, churn risk score, average order value forecast, and predicted gender for personalization. These predictions update as new store data comes in.
| Automation Capability | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Visual builder | Yes, simple visual workflows | Yes, advanced Customer Journeys | Yes, ecommerce-focused flows |
| Prebuilt automation templates | 8 cited in source data | 100+ cited in source data | Prebuilt ecommerce flows referenced, exact count not provided |
| Behavior triggers | Opens, clicks, page visits, ecommerce actions | Behavioral targeting and journey triggers | View, browse, purchase, cart, lifecycle, and predictive ecommerce triggers |
| AI/predictive automation | AI segmentation, content tools, send-time optimization on higher plans | Predictive CLV, send-time optimization, predictive demographics | CLV, churn risk, next order date, purchase probability |
| Best for | SMB-ready workflows | Guided journeys and marketing automation templates | Ecommerce lifecycle automation |
Automation verdict: Brevo is strong for practical SMB workflows, Mailchimp is strong for approachable customer journeys, and Klaviyo is strongest when ecommerce purchase and browsing data drive the automation strategy.
Ecommerce Integrations and Revenue Tracking
For ecommerce businesses, especially Shopify stores, this is where Klaviyo separates itself most clearly.
Shopify and ecommerce data sync
The source data says Klaviyo has one of the strongest Shopify integrations, ingesting behavior data such as view, purchase, and browse data. That data supports highly targeted campaigns and automation.
Mailchimp has a mature Shopify app and an extensive marketplace according to one source, but another ecommerce-focused source describes its Shopify integration as more rudimentary than Klaviyo’s and historically dependent on third-party apps such as ShopSync. The same source notes that Mailchimp has improved, but still lags Klaviyo’s ecommerce integration depth.
Brevo connects with Shopify and supports data syncing for emails, automations, and contact management. The source data says it is suitable for typical ecommerce use but does not offer as many behavior-based triggers as Klaviyo.
| Ecommerce Area | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Shopify integration | Connects with Shopify; good data syncing for typical ecommerce | Mature Shopify app and marketplace; less deep than Klaviyo in ecommerce source | Strong Shopify integration with view, browse, and purchase data |
| WooCommerce support | Yes | Not specifically detailed in provided source data | Yes, source identifies Klaviyo for Shopify, WooCommerce, and BigCommerce |
| BigCommerce support | Not specified in provided source data | Not specified in provided source data | Yes |
| Revenue focus | Useful for ecommerce campaigns, less predictive depth | Ecommerce campaigns and analytics, stronger on higher tiers | Built around revenue attribution and ecommerce prediction |
| Best ecommerce fit | Cost-conscious stores | Small stores and content-heavy ecommerce campaigns | Growth-focused ecommerce brands |
Revenue attribution and predictive ecommerce
Klaviyo’s revenue focus is the clearest in the data. One source reports that Klaviyo says brands using its predictive analytics see a 20–30% increase in email-attributed revenue compared with manual segmentation. Because this is platform-reported data, it should be treated as a vendor-reported claim rather than an independent benchmark.
Klaviyo’s predictions include:
- Predicted lifetime value
- Expected date of next order
- Churn risk score
- Average order value forecast
- Purchase probability
- Product recommendations
Mailchimp also includes predictive capabilities such as customer lifetime value and purchase likelihood, plus Send Time Optimization. However, source data indicates these are generally tied to higher-tier plans.
Brevo supports ecommerce activity in workflows and smart segmentation by purchase behavior, but the sources do not describe Brevo as having Klaviyo-level ecommerce prediction.
Important limitation: The provided sources do not include independent deliverability benchmarks, conversion-rate tests, or revenue attribution comparisons across all three platforms. Ecommerce recommendations here are based on documented feature depth, integration behavior, and pricing models in the source data.
Contact Management, Segmentation, and Personalization
Contact management is one of the most important scaling differences between these platforms.
Brevo: unified database and unlimited contacts
Brevo organizes contacts in a single unified database and, according to source data, does not charge per contact. It charges by email volume instead.
That means Brevo can be especially cost-effective for businesses with large lists but moderate sending frequency. One source states that businesses can store 100,000 contacts for free and only pay based on how many emails they send.
Brevo segmentation supports:
- Behavioral filters: Opens, clicks, engagement.
- Custom fields: Contact attributes and stored profile data.
- Transactional activity: Operational or purchase-related behavior.
- Web behavior: Page visits through tracking.
- AI segmentation: Plain-English segment creation in one source.
- Smart segmentation: Engagement, purchase behavior, and predicted interest in another source.
Mailchimp: audiences, tags, groups, and predictive segments
Mailchimp uses audiences, segments, tags, and groups. The source data notes that this can become confusing, especially because Mailchimp’s audiences are mutually exclusive.
One source specifically warns that if the same contact appears in different Mailchimp audiences, users may pay for that contact more than once. Another source notes that Mailchimp bills for duplicates across audiences and counts unsubscribed contacts.
Mailchimp segmentation can use:
- Behavior
- Tags
- Demographics
- Predictive demographics
- Purchase likelihood
- Customer lifetime value
The strongest predictive tools are generally associated with higher-tier plans in the source data.
Klaviyo: dynamic ecommerce segmentation
Klaviyo segmentation is strongest when connected to ecommerce data. Shopify-focused source data describes Klaviyo segmentation as more flexible and dynamic for Shopify behaviors than Brevo or Mailchimp.
Examples of Klaviyo segments supported by the source data include:
- High-value customers likely to purchase soon
- Customers at risk of churn
- Customers ready for upsell
- Subscribers likely to buy specific products
- Customers grouped by predicted lifetime value
| Segmentation Area | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Database model | Unified contact database | Audiences, tags, groups, segments | Profiles tied closely to ecommerce behavior |
| Duplicate contact billing concern | Source says Brevo does not charge per contact | Source says duplicates across audiences can be billed | Contact/profile-based pricing |
| Behavioral segmentation | Opens, clicks, web behavior, ecommerce actions | Behavior, tags, demographics, predictive signals | Browse, view, purchase, cart, lifecycle behavior |
| AI personalization | AI segmentation, smart segmentation | Predictive demographics, CLV, purchase likelihood | Predicted CLV, churn risk, next order date, product recommendation |
| Best fit | Large lists and practical targeting | Beginner-to-intermediate segmentation | Ecommerce personalization |
Scaling insight: If your list is large but you do not email every subscriber frequently, Brevo’s email-volume pricing can change the economics. If each customer’s purchase behavior should drive highly specific campaigns, Klaviyo’s segmentation is more purpose-built.
Deliverability Tools and Compliance Features
The provided sources do not include independent inbox placement rates or deliverability benchmarks for Brevo, Mailchimp, and Klaviyo. So it would be misleading to declare one platform “best” for deliverability based on the available research.
What the sources do provide are deliverability-related and compliance-supporting tools.
Brevo deliverability and compliance tools
Brevo includes several features that can support compliance and sending control:
- GDPR-sensitive setup: One source highlights EU data residency as useful for GDPR-sensitive teams.
- Double opt-in: Brevo forms support GDPR-compliant double opt-in.
- Predictive sending: One source says Brevo can spread campaign delivery across optimal time windows to maximize deliverability and engagement.
- Send Time Optimization: Available on Business plans and above in one source.
- Dedicated IP: Listed under Enterprise in one pricing source.
- Batch throttling/manual scheduling: Mentioned as part of Brevo’s send control approach.
Mailchimp deliverability and compliance tools
Mailchimp’s source-backed deliverability-adjacent features include:
- AI-powered Send Time Optimization: Available on higher-tier plans in one source.
- A/B testing and multivariate testing: Helps optimize content and campaign performance.
- Custom domains for landing pages: Included in landing page discussions.
- Facebook Pixel and Google Analytics tracking for landing pages: Cited in one source.
- Predictive engagement tools: Such as purchase likelihood and customer lifetime value.
Mailchimp also supports embedded forms, pop-up forms, and landing pages, though one source says setup can be less intuitive and not all forms appear mobile responsive.
Klaviyo deliverability and compliance tools
The source data emphasizes Klaviyo’s ecommerce prediction and segmentation more than deliverability-specific tooling. It does state that Klaviyo supports SMS automation and ecommerce flows, and that its predictive analytics help target customers based on likely purchase or churn behavior.
Because the provided sources do not specify Klaviyo deliverability controls such as dedicated IP, authentication tools, or compliance workflows, those areas should be verified directly with Klaviyo at the time of writing.
| Area | Brevo | Mailchimp | Klaviyo |
|---|---|---|---|
| Independent deliverability benchmark in source data | Not provided | Not provided | Not provided |
| Send-time optimization | Business plans and above in one source | Available, AI-powered, higher-tier in source data | Not specified in provided source data |
| Double opt-in / GDPR support | GDPR-compliant double opt-in; EU data residency highlighted | Form tools provided; specific GDPR details not emphasized in provided data | Not specified in provided source data |
| Dedicated IP | Enterprise tier in source data | Not specified in provided source data | Not specified in provided source data |
| Deliverability-related campaign control | Predictive sending, batch throttling/manual scheduling | A/B testing, multivariate testing, send-time optimization | Behavior-based targeting and ecommerce segmentation |
Critical warning: Do not choose an email platform based on unsupported deliverability claims. The source data does not provide inbox placement rates for Brevo, Mailchimp, or Klaviyo, so evaluate deliverability using your own domain setup, authentication, list quality, and reporting after implementation.
Pricing Comparison and Scaling Costs
Pricing is one of the clearest differences in brevo vs mailchimp vs klaviyo.
Brevo charges primarily by email volume. Mailchimp charges by contacts. Klaviyo charges by contact/profile count and is positioned as premium ecommerce software.
Free plans compared
| Platform | Free Plan Details from Source Data | Notes |
|---|---|---|
| Brevo | 300 emails/day, unlimited contacts in multiple sources | Strongest free plan for large contact storage |
| Mailchimp | Source data varies: 250 contacts/500 emails/month in one source; 500 contacts/1,000 sends/month in another | Verify current free limits before choosing |
| Klaviyo | 250 contacts, 500 email sends, basic flows | Best suited to testing ecommerce workflows |
Paid pricing from the source data
| Platform | Entry Paid Plan | Mid/Advanced Plan | Higher Tier Notes |
|---|---|---|---|
| Brevo | Starter: $9/month for 5,000 emails/month, no daily limit | Business: $18/month for 5,000 emails/month, AI content tools, send-time optimization, A/B testing, advanced stats | Enterprise custom pricing with dedicated IP, priority support, advanced integrations |
| Mailchimp | Essentials: $13/month for 500 contacts, 5,000 sends | Standard: $20/month for 500 contacts, 6,000 sends, full AI content tools, send-time optimization, behavioral targeting | Premium: $350/month for 10,000 contacts, advanced segmentation, multivariate testing, phone support |
| Klaviyo | Email: $20/month for 251–500 contacts, unlimited sends, A/B testing, predictive analytics | Email + SMS: $35/month for same contact range plus SMS marketing with AI-optimized send times | Scales by contact count: 1,000 contacts = $30/month, 5,000 = $100/month, 10,000 = $150/month |
How costs scale
Brevo can be dramatically cheaper when contact lists are large but send volume is moderate. Because it charges by email sends rather than contact count, it is well suited to organizations that maintain large databases but do not email every person every day.
Mailchimp can be more affordable for small lists, but source data flags scaling concerns. It charges by contact, and one source says it may count duplicates across audiences and unsubscribed contacts.
Klaviyo is more expensive than Mailchimp or Brevo at every cited tier in one source, but the same source argues the cost may be justified for ecommerce brands when revenue attribution and predictive targeting are used effectively.
| Scaling Scenario | Best-Aligned Platform Based on Source Data | Why |
|---|---|---|
| Large list, moderate sending frequency | Brevo | Email-volume pricing and unlimited contacts |
| Small team starting email marketing | Mailchimp | Beginner-friendly editor, templates, AI campaign guidance |
| Shopify store optimizing revenue | Klaviyo | Deep Shopify behavior data and predictive ecommerce flows |
| Need email + SMS + WhatsApp together | Brevo | Built-in SMS and WhatsApp highlighted in source data |
| Need premium design templates | Mailchimp | Strongest template library in source data |
| Need predictive ecommerce segmentation | Klaviyo | CLV, churn risk, next order date, purchase probability |
Which Platform Should You Choose?
The best platform depends less on which product has the longest feature list and more on which product matches your business model.
Choose Brevo if cost control and multichannel messaging matter most
Brevo is the strongest fit if you want predictable costs, a large contact database, and practical automation without paying by contact.
Choose Brevo if:
- Large Lists: You have many contacts but moderate email volume.
- Budget Control: You want email-volume pricing rather than contact-based pricing.
- Multichannel Messaging: You need email, SMS, and WhatsApp in one platform.
- Transactional Email: You want marketing and transactional email under one roof.
- SMB Automation: You need welcome flows, abandoned cart, reactivation, and behavioral triggers without enterprise-level complexity.
Brevo is less ideal if your top priority is deep ecommerce prediction or a large library of polished templates.
Choose Mailchimp if ease of use and polished campaigns matter most
Mailchimp is the best fit for small businesses, solopreneurs, and teams that want a friendly campaign builder, strong templates, and accessible AI.
Choose Mailchimp if:
- Beginner Experience: Your team wants a shallow learning curve.
- Design Quality: You value polished templates and creative tools.
- Campaign Guidance: You want AI-assisted campaign creation and Content Optimizer features.
- Mobile Access: You need a stronger mobile app experience than Brevo offers in the source data.
- General Marketing: You run newsletters, content campaigns, and standard automations.
Mailchimp is less ideal if you have duplicate contacts across audiences, a fast-growing list, or advanced ecommerce segmentation requirements.
Choose Klaviyo if ecommerce revenue is the priority
Klaviyo is the strongest fit for ecommerce brands that want email to operate as a revenue engine rather than just a communication channel.
Choose Klaviyo if:
- Shopify Data: You want deep sync with view, browse, and purchase behavior.
- Revenue Tracking: You care about email-attributed revenue and lifecycle performance.
- Predictive Segmentation: You want CLV, churn risk, next order date, and purchase probability.
- Product Recommendations: You want emails shaped by customer behavior and product interest.
- Advanced Ecommerce Flows: You need abandoned cart, upsell, lifecycle, and churn-risk automations.
Klaviyo is less ideal if you are not in ecommerce or do not have enough purchase data to benefit from its predictive features.
Bottom Line
In the brevo vs mailchimp vs klaviyo comparison, there is no universal winner.
Brevo is the strongest value choice for budget-conscious teams, large contact lists, and businesses that want email, SMS, WhatsApp, and transactional messaging in one platform. Its volume-based pricing makes it especially attractive when contact count is high but send frequency is moderate.
Mailchimp is the most approachable option for beginners and creative teams. It offers the strongest template story in the source data, a polished editor, AI-assisted campaign creation, and useful journey tools, but costs can rise as lists grow.
Klaviyo is the best fit for ecommerce brands that want advanced Shopify integration, predictive analytics, product recommendations, revenue tracking, and purchase-behavior automation. Its higher pricing makes the most sense when those ecommerce features directly support revenue growth.
FAQ
Is Brevo cheaper than Mailchimp and Klaviyo?
Based on the source data, Brevo is often cheaper for large contact lists because it charges by email volume rather than by contact count. Brevo’s free plan includes 300 emails/day and unlimited contacts in the cited sources, while Mailchimp and Klaviyo use contact-based pricing.
Is Klaviyo better than Mailchimp for Shopify?
For Shopify stores focused on ecommerce revenue, the source data positions Klaviyo as stronger than Mailchimp. Klaviyo syncs view, browse, and purchase behavior and supports predictive ecommerce models such as lifetime value, churn risk, and purchase probability.
Is Mailchimp easier to use than Brevo and Klaviyo?
Mailchimp is described as highly beginner-friendly, with a polished drag-and-drop builder, broad template options, AI campaign guidance, and a stronger mobile app than Brevo in the provided source data. Brevo is also beginner-friendly, while Klaviyo has a deeper feature set and a steeper learning curve.
Which platform has the best automation?
It depends on the automation type. Klaviyo leads for ecommerce automation, Mailchimp offers strong guided Customer Journeys with 100+ prebuilt automation templates, and Brevo provides practical SMB workflows with triggers for email engagement, web behavior, ecommerce actions, and transactional activity.
Which platform has the best free plan?
Brevo’s free plan is the strongest for contact storage because the source data cites unlimited contacts and 300 emails/day. Klaviyo’s free plan supports 250 contacts and 500 email sends, while Mailchimp’s free limits vary across the provided sources, so businesses should verify Mailchimp’s current limits before signing up.
Should non-ecommerce businesses use Klaviyo?
Klaviyo can send email campaigns, but the source data makes clear that its strongest features are built around ecommerce purchase data. If you are not using Shopify, WooCommerce, BigCommerce, or similar store data, you may be paying for predictive ecommerce capabilities you cannot fully use.










