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

        • Archive Option in Conversation View

          Hello, I have a suggestion\request to add an "Archive Thread" button in conversation view of Zoho Mail. The best suggestion I have is to put an "Archive Thread" button next to the "Label Entire Thread" button in conversation view. Most users don't just
        • Outlook/Hotmail Blocking Zoho SMTP IPs (S3150)

          We are currently facing a serious deliverability issue with Zoho SMTP while sending transactional OTP emails for our production application. Emails sent to Outlook / Hotmail addresses are being rejected with the following error: 550 - 5.7.1 Unfortunately,
        • Outlook is blocking incoming mail

          Outlook is blocking all emails sent from the Zoho server. ERROR CODE :550 - 5.7.1 Unfortunately, messages from [136.143.169.51] weren't sent. Please contact your Internet service provider since part of their network is on our block list (S3150). It looks
        • Track Marketing Automation Campaigns in Zoho CRM

          Hello, I've been searching but haven't found the exact answer to this question. I am looking to track Marketing Automation email campaigns and activities inside of Zoho CRM. Use Case: Action: Prospect Submits A Lead Form Outcomes: Prospect created in
        • Zoho Social API for generating draft posts from a third-party app ?

          Hello everyone, I hope you are all well. I have a question regarding Zoho Social. I am developing an application that generates social media posts, and I would like to be able to incorporate a feature that allows saving these posts as drafts in Zoho Social.
        • Temporarily rate limited due to IP reputation.

          We have suddenly started receiving the following Mail Delivery Status Notification: Diagnostic-Code: 4.7.650 The mail server [136.143.184.12] has been temporarily rate limited due to IP reputation. For e-mail delivery information, see https://aka.ms/postmaster
        • Incorrect Functioning of Time Logs API (Version 3)

          We need to fetch the list of time logs for each task for our company internal usage. We are trying to achieve it by using the next endpoint: https://projects.zoho.com/api-docs#bulk-time-logs#get-all-project-time-logs Firstly, in the documentation the
        • IMPORTANT: It doesn´t search for letters with portuguese characters.

          Some of my articles have for example the word "vídeo". But if I search for "vídeo" it doesn´t find them. If I search for "video" it does find them. Idealy, it should find the articles either way. But if I have to choose, it would be better to find the
        • IMPORTANT: It doens´t show full article name on search - Should add line break

          When we search for articles, it doesn´t show the full name. There should be a line break so the user can see the full article name, otherwise the user can´t know if that´s the article he/she is looking for. This is very important, otherwise the user has
        • Zoho Books - Payment Gateway - Revolut

          Hi Books Team, My feature request if to include the popular platform Revolut as a payment collection option on invoices in Zoho Books. Please upvote if you are also looking for this option.
        • Zoho Books | Product updates | January 2026

          Hello users, We’ve rolled out new features and enhancements in Zoho Books. From e-filing Form 1099 directly with the IRS to corporation tax support, explore the updates designed to enhance your bookkeeping experience. E-File Form 1099 Directly With the
        • Kaizen #233 - Generating AI-powered Follow-up Emails Using CRM Functions and Widgets

          Hey everyone! Welcome back to another interesting post in the Kaizen series! Sales teams regularly capture interaction notes in CRM after speaking with prospects. However, drafting a follow-up email that reflects the conversation context can be repetitive
        • Connect Bank in Zoho Books

          Can I connect UOB or Ariwallex in Zoho Books?
        • Using MPN across multiple SKUs and inventory tracking

          I have several different SKU's that share a common MPN and would like to track inventory by MPN. SKU1 has MPN1 assigned SKU2 has MPN1 assigned Here is an example If I start with 5 of MPN 1 in stock I want each SKU1 and SKU2 to show as 5 in stock, If I
        • Extend Zoho Canvas Customization to Zoho Creator Forms and Reports

          Currently, Zoho Canvas allows users to design and customize the UI of Zoho CRM modules with a much better visual experience. This helps organizations create cleaner layouts, improve usability, and design interfaces that match their workflows. However,
        • Marketing Tip #1: Optimize item titles for SEO

          Your item title is the first thing both Google and shoppers notice. Instead of a generic “Leather Bag,” go for something detailed like “Handcrafted Leather Laptop Bag – Durable & Stylish.” This helps your items rank better in search results and instantly
        • Feature Enhancement Request – Text Formatting Options in Item Description (Zoho Books/Quotes Module)

          Dear Zoho Development Team, Greetings from Radiant360 Integrated Technical Services LLC. We would like to bring to your attention a functional limitation we've encountered within the Item Table / Quote Description section of Zoho Books (and Zoho CRM Quotes).
        • ZOHO Books Query

          Good day, Can someone please advise. I recently migrated from ZOHO Invoice to ZOHO Books. No that I want to use the inventory on Books I cant as all my items have transaction history. The person I spoke to at ZOHO said I need to create a new Company profile
        • Best way to schedule bill payments to vendors

          I've integrated Forte so that I can convert POs to bills and make payments to my vendors all through Books. Is there a way to schedule the bill payments as some of my vendors are net 30, net 60 and even net 90 days. If I can't get this to work, I'll have
        • 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
        • 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?
        • 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
        • Next Page