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

    Access your files securely from anywhere







                            Zoho Developer Community




                                                  • Desk Community Learning Series


                                                  • Digest


                                                  • Functions


                                                  • Meetups


                                                  • Kbase


                                                  • Resources


                                                  • Glossary


                                                  • Desk Marketplace


                                                  • MVP Corner


                                                  • Word of the Day


                                                  • Ask the Experts



                                                            • 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


                                                            Manage your brands on social media



                                                                  Zoho TeamInbox Resources



                                                                      Zoho CRM Plus Resources

                                                                        Zoho Books Resources


                                                                          Zoho Subscriptions Resources

                                                                            Zoho Projects Resources


                                                                              Zoho Sprints Resources


                                                                                Qntrl Resources


                                                                                  Zoho Creator Resources



                                                                                      Zoho CRM Resources

                                                                                      • CRM Community Learning Series

                                                                                        CRM Community Learning Series


                                                                                      • Kaizen

                                                                                        Kaizen

                                                                                      • Functions

                                                                                        Functions

                                                                                      • Meetups

                                                                                        Meetups

                                                                                      • Kbase

                                                                                        Kbase

                                                                                      • Resources

                                                                                        Resources

                                                                                      • Digest

                                                                                        Digest

                                                                                      • CRM Marketplace

                                                                                        CRM Marketplace

                                                                                      • MVP Corner

                                                                                        MVP Corner









                                                                                          Design. Discuss. Deliver.

                                                                                          Create visually engaging stories with Zoho Show.

                                                                                          Get Started Now


                                                                                            Zoho Show Resources

                                                                                              Zoho Writer

                                                                                              Get Started. Write Away!

                                                                                              Writer is a powerful online word processor, designed for collaborative work.

                                                                                                Zoho CRM コンテンツ



                                                                                                  Nederlandse Hulpbronnen


                                                                                                      ご検討中の方




                                                                                                              • Recent Topics

                                                                                                              • Why Document Integrity Matters at Every Stage of the Contract Lifecycle

                                                                                                                Contracts are legal records that must stay authentic and traceable from creation to expiry or termination. In Zoho Contracts, several design decisions focus on protecting the integrity of every document. These measures ensure that no important details
                                                                                                              • affichage pièces jointes impossible

                                                                                                                Bonjour, aujourd'hui je n'arrive pas à afficher ni à télécharger les pièces jointes dans ZOHO CRM. J'utilise Chrome, j'ai vidé les caches et les cookies. Mais cela ne change rien. Merci de votre aide
                                                                                                              • Reminder to renew subscription.

                                                                                                                Whenever I try to add to one of my notes a " renew your subscription" window pops out and won't Close disallowing me to edit. Why should I renew my subscription on an application with at best such bugs and at worse such underhanded ways to force ren
                                                                                                              • Fields not coming through, not pulling data

                                                                                                                Forgive the noviceness of my vocabulary. I am in Zoho flow connecting CRM and Projects. When an opportunity hits a certain stage, it will create the project in Projects, and bring in data from the opportunity. Everything is working, except for two fields
                                                                                                              • Smartsheet Integration

                                                                                                                Has any in the community been able to integrate Zoho Desk with Smartsheets using Zoho Flow? I am trying to get the Smartsheet Row ID based on ticket data and cannot find documentation on the Get Row function for Smartsheet. It is asking for a Query String
                                                                                                              • CRM Campaign - how to mass remove contacts?

                                                                                                                Does anyone have a solution for removing all contacts from a CRM campaign. Seems that one by one is the only option. 
                                                                                                              • How to install Widget in inventory module

                                                                                                                Hi, I am trying to install a app into Sales Order Module related list, however there is no button allow me to do that. May I ask how to install widget to inventory module related list?
                                                                                                              • Send out follow-up email in the same thread (threaded conversations in individual emails) from Zoho CRM

                                                                                                                Hi, I'm new to Zoho. I'm trying to send individual emails to my leads one by one. And I'll send out follow up email if I don't hear back from them later. However, instead of sending a new email, I want to reply in the same email thread so that the recipients
                                                                                                              • Cadence Support in Zoho Vertical Studio

                                                                                                                We would like to know whether it is possible to create and configure Cadences in Zoho Vertical Studio, similar to the Cadence feature available in Zoho CRM. Please confirm if Vertical Studio supports creating cadences for modules and users, and whether
                                                                                                              • Removing "Products" as mandatory field from Sales Order creation page

                                                                                                                Hello, friends According to our workflow, we should: 1) create Sales Order (Stage "New") 2) call and discuss the Products with a customer (Stage "Communication") 3) add the Products to the Sales Order during the call However, "Products" is mandatory to
                                                                                                              • Passing the CRM

                                                                                                                Hi, I am hoping someone can help. I have a zoho form that has a CRM lookup field. I was hoping to send this to my publicly to clients via a text message and the form then attaches the signed form back to the custom module. This work absolutely fine when
                                                                                                              • Zoho Books says "The customer "Hakimuddin P A Ali" already exists. Please specify a different name.""

                                                                                                                One of my transaction is not getting posted from Stripe to Zoho books. I already checked in Zoho books that there is no customer already present in Zoho books with the same name (as the error mentions) I already raised this complaint on Zoho flow portal,
                                                                                                              • Is it possible to automate a file to be directly uploaded to a specific subfolder in Zoho Workdrive?

                                                                                                                I am establishing a workflow so that when a new task is marked "complete", the document submitted in the task (under the "Documents" tab) is automatically uploaded to a specific subfolder in the associated WorkDrive for the project. However, the dilemma
                                                                                                              • Steuerberater der Zoho benutzt in Deutschland

                                                                                                                I write in English because the issue is related to German regulations. Wir sind ein Unternehmen, welches aktuell keine Pflicht zur doppelten Buchführung hat. Aktuell bucht unser Steuerberater jeden Beleg, auch unsere Auslagen. Wir würden dies gerne selbst
                                                                                                              • Why are some folders not showing up as an action trigger in Zoho Flow?

                                                                                                                I am currently working on a flow that automates the process of creating a folder in WorkDrive once a Task List is created. When I am selecting a destination for the folder, some projects are not showing up. I intend to create a folder within a specific
                                                                                                              • Getting Date from PostgreSQL error

                                                                                                                I am pulling data from PostgreSQL table into a CRM record via FLOW but the field is coming out empty. Need some suggestions: Field Type in CRM: Date/Time Field value in PostgreSQL: 2024-12-05 21:06:32.479 Field value in FLOW "Fetch Row": created : "2024-12-05T21:06:32.479382000",
                                                                                                              • Zoho Flow to SendOwl API error

                                                                                                                SendOwl is listed in the apps list of Zoho Flow. When trying to connect through the API with valid key and secret, the error given is: SendOwl says "HTTP Basic: Access denied" It seems Zoho doesn't connect via HTTPS. I've already tried using webhooks,
                                                                                                              • decisions based on content of a ticket

                                                                                                                Hi, I need to create a flow that sends automated email based on the content of a ticket in zoho desk. I have certain tickets that are formatted in a particular way, and contain certain keywords. How can I filter (based on decisions) the tickets based
                                                                                                              • Newline Character "\n" parsing problem in webhooks

                                                                                                                Hi there, I am facing an issue in Zoho Flow (maybe a general issue or maybe only in Zoho Flow): I have this function: void sendListWebhook(string url, list array) { for each arrayElement in array { result = invokeurl [ url :url type :POST parameters:arrayElement.toString()
                                                                                                              • Checking client unsubscribe details

                                                                                                                Hi team, Can you please let me know where we can check if a client has unsubscribed, along with the date and time it was done? If this information is not available at our end, please help confirm the unsubscribe date for the below email ID from the backend:
                                                                                                              • One Company, multi branches, multi warehouses and I need to manage this in one organization

                                                                                                                Dears,  I'm a new user to zoho solutions,  however I found a lot of persons giving a nice feedback about it also a lot of good reviews. I though why we try to move to it in our company. I'm not sure if Zoho could give me all what I need or not that's why I'm going to post in this topic most of the things I know about managing our business to let you ,as zoho experts, tell me if Zoho will meet my business requirements or not. First of all we are a flowers and landscaping company we have like 6 to
                                                                                                              • Alert if a field is ticked.

                                                                                                                Hi There, We have two modules named Opportunities (Deals) and End Users (CustomModule1), as per the image below. Within Opportunities, we have a lookup field that looks up from the End Users Module. We are looking to get an alert either via email or another
                                                                                                              • Desk DMARC forwarding failure for some senders

                                                                                                                I am not receiving important emails into Desk, because of DMARC errors. Here's what's happening: 1. email is sent from customer e.g. john@doe.com, to my email address, e.g info@acme.com 2. email is delivered successfully to info@acme.com (a shared inbox
                                                                                                              • Migration Evernote

                                                                                                                Bonjour Apres plus d'une dizaine d'année passer avec evernote j'ai décidé de franchir le pas . J'ai débuté par migrer mes notes vers zoho et depuis la migration est bloquée. Impossible d'avoir un retour du support malgré plusieurs mails et tentative d'appel
                                                                                                              • Pushing GCLID info from Gravity Forms to ZohoCRM

                                                                                                                We are switching to Gravity Forms from Zoho Forms and I cannot find any good info on how to make sure my GCLID tracking info is pushed through to the CRM through my new forms. There was an article in the documentation about placing something within the
                                                                                                              • Zoho OAuth Connector Deprecation and Its Impact on Zoho Desk

                                                                                                                Hello everyone, Zoho believes in continuously refining its integrations to uphold the highest standards of security, reliability, and compliance. As part of this ongoing improvement, the Zoho OAuth default connector will be deprecated for all Zoho services
                                                                                                              • On Zoho Flow, Record deleted trigger from Zoho Creator

                                                                                                                On creating flow in Zoho Flow, when we select app Zoho created, it provides 3 trigger options - Record created, Record updated and Record created or updated We need trigger on "Record Delete" as well, We have a use case to fire our system api if record
                                                                                                              • Zoho Flow Switch On Not Working

                                                                                                                I have created a flow which is when the mailbox address received the email that meet the condition will auto fetch the contact, account and finally create the ticket by using Zoho Desk. When I do a test and debug on my flow it work well as what I expect
                                                                                                              • MS Teams Flow Integration Question

                                                                                                                Where can I find the chat ID for the "Post message to chat" target?
                                                                                                              • Zoho Flow - Access denied to recover recording from call module - OpenAI

                                                                                                                Hi, I am trying to build a Flow to recover recoding when a new call is saved in my CRM. I have integrated my CRM with ringcentral and the recordings are saved in the event. Trigger: When new module entry Step 2: Fetch module entry (Zoho CRM says "permission
                                                                                                              • Unable to send price in big commerce from zoho flow.

                                                                                                                I am creating a flow from zoho flow to create a product in zoho inventory and sending this to big commerce. But the problem is like when ever i send the price its getting error. it require decimal format value if i am sending ${trigger.sales_rate} the
                                                                                                              • Not sending mail to new lead in zoho flow

                                                                                                                I have created a flow in zoho flow and triggered an action to send email notification when the new lead is created but even after user entering the mail id the email is not going to them
                                                                                                              • Access query string from incoming webhook URL in Zoho Flow

                                                                                                                I have a fairly straightforward use case, but cannot find anything conclusive on this subject. How can I simply access the query string of the incoming webhook request in Zoho Flow? I am attaching the Deal ID to the end of the request like: https://flow.zoho.com/762439902/flow/webhook/incoming?zapikey=1001.0dec2d7dd15080c464a13925275f0129.448c23ee219c545c89f5a178456cfc8b&isdebug=false&dealID=${Deals.Deal
                                                                                                              • Unable to access my Zoho forms account

                                                                                                                For some days now, I haven't had access to my Zoho Forms account. I keep getting an error that says, "You are an inactive user in your organization" via the mobile app and "You don't have permission to access this organization" via the web. I was removed
                                                                                                              • HTML Tags added to Reports with Notes

                                                                                                                Recently Zoho added the ability to markup text within notes. That way, users can change font size, colors, etc. It's a great change. However, since the change, reports that include a column for "Note Content" are printing HTML tags within the report.
                                                                                                              • Custom Fonts in Zoho CRM Template Builder

                                                                                                                Hi, I am currently creating a new template for our quotes using the Zoho CRM template builder. However, I noticed that there is no option to add custom fonts to the template builder. It would greatly enhance the flexibility and branding capabilities if
                                                                                                              • Identify Unused Deluge Functions in Zoho CRM

                                                                                                                Hello Zoho Support Team, I would like to request a feature that helps administrators identify unused or rarely used Deluge functions in Zoho CRM. Currently, Deluge functions are distributed across different areas, and there is no centralized overview
                                                                                                              • User Automation: User based workflow rules & webhooks

                                                                                                                User management is an undeniable part of project management and requires adequate monitoring. As teams grow and projects multiply, manual coordination for updating users & permissions becomes difficult and can give way to errors. User automation in Zoho
                                                                                                              • Update on V2 API End-of-Life Timeline

                                                                                                                Dear Users, Earlier this year, we shared the launch of the V3 APIs and requested users to migrate from the older V2 APIs by December 2025. We have received valuable feedback from our users and partners regarding their migration timelines. We are happy
                                                                                                              • Run a workflow after record merge

                                                                                                                Hello, We are wondering if there is a way to trigger a workflow after two records are merged? We have a sms service that use to text back and forth with Prospects and Contacts. To make it easy for our users, we automatically create them in this other
                                                                                                              • Next Page