Enhancing Data Accuracy: Bot Filtering & Apple Mail Privacy Protection Compliance

Enhancing Data Accuracy: Bot Filtering & Apple Mail Privacy Protection Compliance

Dear Marketers,

 

The wait is over! We’re thrilled to share that the enhanced bot filtering feature is now live in Zoho Marketing Automation. Thank you for your patience as we refined this tool to deliver deeper insights into your campaign performance.

 

Here's a quick overview of what bot filtering means:

 

What are bot opens/clicks? 

Bot opens/clicks are actions performed by automated software, not humans. These programs often scan emails for security threats like viruses or malicious links. As a result, they can inflate your engagement metrics by showing multiple opens/clicks from a single contact, even if no one actually interacted with the email.

 

Why bot filtering matters 

Bot-generated activity can distort your campaign performance metrics. Our bot filtering feature helps you eliminate this noise, providing a more accurate picture of your audience's engagement.

 

Key features of bot filtering

Based on your feedback and our technical improvements, here’s how the feature has evolved:

  • Easy toggle: Enable or disable bot filtering with a simple switch in Settings > Marketing Channels> Email. Bot filtering will be enabled by default to ensure your reports prioritize reliable, human-generated engagement from the start.

  • Transparency: A visual indicator in your reports shows whether bot filtering is active, ensuring full transparency in your data analysis.

  • Reporting: Whether you enable or disable the filter, your dashboard will display two distinct metrics:

    • Reliable opens/clicks (verified engagement by individuals)

    • Bot opens/clicks (automated activity)
      This dual view offers a clearer picture of your campaign’s true performance and highlights potential discrepancies.

    • Apple MPP tracking: We’ve added visibility into Apple Mail Privacy Protection (MPP) activity. Reports now include a dedicated metric for Apple MPP opens, allowing you to analyze how privacy-focused auto-opens impact your data.

  

Apple Mail Privacy Protection (MPP)

Apple Mail offers users the option to enable Mail Privacy Protection (MPP), a feature designed to enhance privacy by preventing email senders from accurately tracking email opens. This feature is not enabled by default, but once activated, Apple Mail pre-loads tracking pixels—regardless of whether the recipient actually opens the email.

As a result, all emails received in Apple Mail appear as opened, leading to inflated and unreliable open rates. Since tracking pixels are triggered automatically, distinguishing between genuine user engagement and automated activity becomes challenging.

How Does Zoho Marketing Automation Address This?  

To counteract the impact of MPP, Zoho Marketing Automation provides dedicated metrics (MPP Opens) to show open rate. Using intelligent data modeling, our system delivers reliable engagement metrics, helping you assess the effectiveness of your campaigns despite Apple’s privacy changes.

Here's how to enable the bot filtering option in Zoho Marketing Automation.

Step 1: Bot filtering option

Locate the Bot Filter link under Settings > Marketing Channels.




Step 2: Toggle the bot filtering option

In the Bot Filter setting, you can see that bot filtering capability has been enabled for you by default.
 


Step 3: Enable/disable the option

  • Filter enabled: Your primary reports will focus on human engagement, while bot activity is shown separately along with primary reports.

  • Filter disabled: Similar to the option above, all opens/clicks (human + bot) will be shown in main reports, with bot metrics still visible for comparison.

Here's how you can see it in the campaign reports:
When the bot filter setting is disabled



When the bot filter setting is enabled



Step 4: Pop-up confirmation to disable bot filtering

You'll see a pop-up while disabling bot filtering.



 

Info
Notes:

  • While disabling bot filter, users will be prompted whether to allow bots to enter segments or workflows based on which follow-up actions will be triggered.

 

  1. The Apple MPP opens will be part of segments and workflows by default.

  2. Campaigns executed from 6th Feb 2025 will be shown the new reports along with reliable opens, Unreliable opens, and bot opens. Existing campaign reports won't be impacted by this change.

  3. We have introduced new filters within the contacts section in the campaigns report to analyze both reliable opens and bot opens.

  4. Bot engagement metrics will be available now while exporting campaign reports.

  5. Users can track when the bot filter was enabled or disabled by accessing Audit Logs.



We're here to help

We’re confident this balanced approach will help you optimize campaigns with greater precision. Give it a try, and let us know how it works for you!

 

Happy marketing!

Best regards,
Zoho Marketing Automation

      • Sticky Posts

      • Marketer’s Space - Automating CRM Actions with Journeys – Part 2

        Hello marketers! Welcome back to another post in Marketer’s Space. In our previous post, we explored how CRM actions in Journeys help marketing and sales teams work together by nurturing CRM leads and pushing only engaged prospects back to sales. If you
      • Introducing automation and utility conversations in WhatsApp marketing

        We’re excited to announce the addition of two new features to our WhatsApp integration: Automation and Utility conversations. These enhancements will allow you to streamline your marketing efforts and engage with your customers more effectively by automating
      • Tip of the week 02 - The art of 'seeing' your leads

        What's the last page that your lead visited before signing up for your brand? What was the page that first convinced your lead to explore more about you? Where are your leads coming in from? Well, these are some perennial questions today's marketers live upon. And, knowing the answers to these questions is crucial, considering the vitality of leads in every business. In the journey of finding lead opportunities, it's important to understand that every detail about a lead is useful. While the channels
      • Zoho Marketing Automation Update: Topics, Contacts, and List Management

        At Zoho Marketing Automation, our highest priority is making it easier for you to use our product to accomplish your business goals. With that in mind, we are updating three of our pivotal features: Topic, Contacts, and List Management.   These existing
      • Important: Zoho MarketingHub is now Zoho Marketing Automation

        Hello Everyone,   We hope you all are doing well. We'd like to notify you that we have rebranded Zoho MarketingHub to Zoho Marketing Automation. We'll discontinue using the term "MarketingHub" from May 26, 2021. However, there will be no changes in the

        • Recent Topics

        • ZOHO.CRM.UI.Record.open not working properly

          I have a Zoho CRM Widget and in it I have a block where it will open the blocks Meeting like below block.addEventListener("click", () => { ZOHO.CRM.UI.Record.open({ Entity: "Events", RecordID: meeting.id }).catch(err => { console.error("Open record failed:",
        • inventory removal at packing list or shipment.

          currently our system is set to remove inventory at invoice. This is creating an inventory nightmare? Is it possible to change the settings to remove the item from inventory at either the packing slip stage or shipping the item.
        • How to add employee and not invite them to log in?

          I want to add 50 employees, but invite them only when everything will be configured and ready. Is it possible? Should we create employee profiles and then convert them later? Thank you,
        • How is Your eCommerce Experience w/Zoho Inventory?

          First off, I'm SUPER grateful for the advent of Zoho Inventory and now the Zoho Commerce Suite. Overall, Inventory is a great product, especially for customers without an eCommerce presence. For eCommerce companies (especially those shipping more than ~10 packages/day), however, there are certain drawbacks that keep my clients from moving over to Zoho Inventory: Cons: 1. Invoice + Package Creation from Shopify/Other eCommerce Integrations: Zoho Inventory makes the somewhat perplexing decision to
        • Ability to Use Both AND and OR When Creating Rules (Advanced Conditions)

          I'd like to be able to use more complicated logic when setting up rules. E.g. in Zoho Mail, I can choose "Advanced conditions (AND/OR) to create a rule that can be applied to multiple subject lines from the same sender. But in Zoho TeamInbox, I will have
        • Zoho Desktop App- Unable to Minimize/Freezes

          I'm having issues with my Zoho Mail desktop app (PC). When go on my desktop and open the app this is what happens: - Unable to minimize and close app (in the screenshot attached you can see at the top right there is no option to minimize/close) - Unable
        • Zoho Invoice Zapier Integration

          Is there still a way to use Zapier with Zoho Invoice? I've read online that that migrated to Zoho Books or Billing but since I am just using Invoice I can not find a Zapier Connection anymore.
        • Conect chat of salesiq with zoho cliq

          Is there any way to answer from zoho cliq the chat of salesiq initiated by customers?
        • Bug: OAuth 2.0 State Parameter fails with Pipe Delimiters (RFC 6749 Non-Compliance)

          I've discovered a bug in how Zoho's API Console handles the OAuth 2.0 authorization flow when the state parameter contains pipe characters (|), and I'm hoping the Zoho team can address this in a future update. The Issue Zoho's OAuth 2.0 implementation
        • Zobot with Plugs

          Hello, I am having a problem with Zobot using Plugs. Here is my current flow: When I run the flow, I should immediately see the messages from the initial cards (Send Message cards), then after running the plug, and finally, see the messages after the
        • Print a document from Zoho Writer via Zoho Creator

          If i use the code below i can get writer to create a new document or email it to me but i want to be able to print it directly from the browser and not have to send it via email and then print. Below is the code im using. Attached options form zoho writer
        • Is it possible to use HTML formatting in SMS messages sent from Zoho?

          Hi everyone, I have a question regarding sending SMS from Zoho When we send emails from Zoho, we can include HTML code to format the message (like adding links, styling, etc.). Is it possible to do something similar when sending SMS messages through Zoho
        • Zoho Sign 2025–2026: What's new and what's next

          Hello! Every year at Zoho Sign, we work hard to make document signing and agreement execution easy for all users. This year we sat down with our head of product, Mr. Subramanian Thayumanasamy, to discuss what we delivered in 2025 and our goals for 2026.
        • Training for How can i Operate the Software Features

          need to Help for Training of the ZOHO Billing Software
        • Automating Vendor Contract Management between Zoho Contracts and Zoho Books using Zoho Flow

          Managing vendor agreements across procurement and finance systems often requires manually downloading executed contracts and attaching them to vendor records. This can become time-consuming and difficult to manage when dealing with a large number of contracts.
        • Problem applying batch operation error keeps looping that error

          Problem applying batch operation error keeps looping that error an wont login
        • Shared Email Sending Duplicate Copies of Emails

          Hi there, We recently have moved our info@ email to Team Inbox to trial. We set this channel up using the Microsoft setup which works fine and have 3 users. I am wanting to know: 1. When I send a new email, it will create a copy of that email and send
        • merhaba

          merhaba sosyal medya paketimiz mevcut ama yorumları göremiyoruz ve o yüzden cevap veremiyoruz destek rica ediyoruz.
        • Teaminbox not working

          We couldn't send or receive any mail within the team inbox. Displaying error 'Unable to process this request.'
        • Related lists New option in missing

          hi I have created quite a few modules and added as related lists to my main module. Some have new, some dont I can not see why?
        • Detailed list of scoring rules in Zoho CRM

          Good morning Zoho community, warm greetings The reason for my message today is that I have a problem with my CRM, which I will explain below: Our organization has scoring rules designed to rate our potential customers or leads in the application based
        • Cliq and ToDo integrations?

          I'm a bit surprised not to find any way to open a Cliq chat for the current thread, or to create a Zoho Mail ToDo from a thread. Are these on the roadmap?
        • Reply-to names are mangled

          Hello, I'm seeing an odd behavior in replies. Steps to reproduce: 1. Click reply to an email from "John Doe <doe.john@example.com> in TeamInbox Expected outcome: TO field pre-filled with "John Doe <doe.john@example.com>" Actual outcome: TO field pre-filled
        • I CANT UPGRADE MY FREE ACCOUNT

          I TRY TO UPGRADE MY FREE ACCOUNT AND I COULD NOT UPGRADE IT CAN SOMEBODY TELL ME WHY? AND I HAVE THE MONEY SO.
        • Level up your ASO game with tags & categories in store reviews

          Introducing tags and categories in Apptics' store reviews Dear Apptics community, If your app is listed on the Play Store or App Store, you already know how important store reviews and ratings are. They’re one of the most direct signals of user sentiment
        • Including attachments with estimates

          How can attachments be included when an estimate is sent/emailed and when downloaded as a .pdf? Generally speaking, attachments should be included as part of an estimate package. Ultimately, this is also true for work orders and invoices.
        • Adding VENDOR SKU to PURCHASE ORDERS

          how can we add the Vendor SKU when issuing a Purchase Order , so the PO shows the Supplier SKU and our own Internal SKU , which is what we want to receive into the system .
        • Possible to freely prompt/query CRM data using Zia?

          Is it possible to prompt Zia to query on any information stored in the CRM, especially on the data stored in custom text fields? My use case is the people in my organisation have entered lots of text in custom text fields to capture information from an
        • Restrict employees to take only one day holiday from a multi-day festival holiday

          Hi everyone, I have a requirement related to Optional/Festival Holidays in Zoho People. For example, in the month of May there are three optional holiday dates: May 11, May 12, and May 13. Employees can choose one of these days as their optional holiday.
        • Cannot modify colours in invoice email template

          I have tried switching browsers... but I cannot change the (pretty horrible) default colours in the preset email when sending an invoice... the blue banner, red outstanding total and the bright green button... I can change other things but not the colours?
        • Cannot find zpuid for Zoho Projects user

          I'm using the Zoho Projects v3 API to create a task. The task is created successfully, but in order to assign the task owner, the "Create a Task" API also requires the zpuid of the task owner. Unfortunately I cannot find any user-related API calls that
        • Print a document from Zoho Writer via Zoho Creator

          If i use the code below i can get writer to create a new document or email it to me but i want to be able to print it directly from the browser and not have to send it via email and then print. Below is the code im using. Attached options form zoho writer
        • Allow styling for specific Subform fields in Zoho Creator

          Sometimes in forms we need to visually highlight a specific field inside a Subform (for example Sanctioned Amount, Approved Value, Critical Fields, etc.) so that users immediately notice it while entering data. Currently there is no direct UI option to
        • Career site URL - Suggestion to modify URL of non-english job posting

          Hi, I would like to suggest making a few modification to career sites that are not in english. Currently, the URL are a mix of different languages and are very long. It makes for very unprofessional looking URLs... Here is an example of one of our URL
        • 3/18 オンライン勉強会のお知らせ Zoho ワークアウト (無料)

          ユーザーの皆さま、こんにちは。コミュニティチームの中野です。 3月開催のZoho ワークアウトの開催が決定しましたのでご案内します。 今回はZoomにて、オンライン開催します。 ▶︎参加登録はこちら(無料) https://us02web.zoom.us/meeting/register/BoNTN7zYR8OvOPGShqBY0A ━━━━━━━━━━━━━━━━━━━━━━━━ Zoho ワークアウトとは? Zoho ユーザー同士で交流しながら、サービスに関する疑問や不明点の解消を目指すイベントです。
        • New 2026 Application Themes

          Love the new themes - shame you can't get a little more granular with the colours, ie 3 different colours so one for the dropdown menu background. Also, I did have our logo above the application name but it appears you can't change logo placement position
        • Placeholder format in Number field does not reflect Max Digits configuration

          When the Max Digits (Maximum digits of number) property is set to a smaller value (for example, 2 digits), the placeholder in the input field still displays a 7-digit format (#######). The same behavior can also be observed in Decimal and Currency field
        • How does SKU work when selling products in parts in Zoho Inventory

          Hello everyone, Zoho Inventory does not understand the physical cutting of the piece.. It only tracks quantities of the unit (like feet ). So when you sell part of an item, the system simply reduces quantity for that SKU. Assume that i have a 50 ft long
        • Ability to Attach Record-Specific Files Automatically in Workflow Email Templates

          Currently in Zoho CRM, email templates allow attachments to be added, but these attachments are static and remain the same for every recipient. There is no straightforward option to automatically attach a file that is stored within the specific CRM record
        • CRM Cadences - working timesThe Friday afternoon? The next Monday morning? Not at all?

          I think I’m writing saying that cadence emails are only sent during the organisations set working hours in CRM. So if a particular email is set to send for example in three days and that lands on a Sunday (when working hours are not operational) when
        • Next Page