
Filtrage des bots : une nécessité pour des données marketing fiables
Les indicateurs de performance sont au cœur de toute stratégie marketing. Cependant, l’augmentation du trafic généré par des bots ainsi que l’adoption croissante de fonctionnalités comme la Mail Privacy Protection compromettent la fiabilité de ces données. Les taux d’engagement sont alors artificiellement gonflés, rendant l’analyse inefficace et les décisions stratégiques hasardeuses.
Dans cet article, nous vous présentons les méthodes pour identifier et exclure les bots, ainsi que les métriques les plus pertinentes à suivre.
Les bots : ces intrus qui perturbent la réalité des audiences
Les bots sont des programmes automatisés qui parcourent les emails pour effectuer des tâches variées, comme des contrôles de sécurité, l’analyse de contenu ou la surveillance concurrentielle. Cependant, ils peuvent perturber vos données marketing en générant de fausses ouvertures et de faux clics. Ces actions non humaines gonflent artificiellement vos taux d’engagement et faussent l’interprétation de vos résultats. Pour les marketeurs qui s’appuient sur ces indicateurs pour ajuster leurs campagnes, cela représente un réel défi.
Comment Zoho Marketing Automation résout le problème des bots ?
Zoho Marketing Automation a renforcé notre système de filtrage des bots pour offrir aux marketeurs une vision précise des performances réelles de leurs campagnes. Nos algorithmes permettent désormais de distinguer avec fiabilité les interactions humaines des actions automatisées.
Ce n’est pas qu’une question de données flatteuses — il s’agit de prendre les bonnes décisions basées sur des données fiables. Le filtrage des bots est désormais activé par défaut sur Zoho Marketing Automation, afin que vous puissiez bénéficier d’une analyse claire dès le premier envoi.
Connaître votre véritable taux d’engagement vous permet d’affiner vos messages, de segmenter votre audience plus efficacement et, au final, d’optimiser votre retour sur investissement (ROI).
Zoho Marketing Automation vous fournit deux types de métriques distinctes :
- Interactions humaines : ouvertures et clics vérifiés comme provenant de véritables utilisateurs.
- Activité des bots : données générées par des programmes automatisés pour mesurer leur impact sur vos campagnes.
Cette visibilité à double niveau vous permet d’évaluer précisément l’influence des bots et d’optimiser vos actions marketing en conséquence.
Bonnes pratiques pour optimiser le filtrage des bots
Pour tirer pleinement parti du filtrage des bots et garantir la fiabilité de vos analyses email, adoptez les bonnes pratiques suivantes :
- vérifiez que le filtrage est bien activé pour éliminer le plus de trafic automatisé possible de vos statistiques.
- gardez un œil sur les données liées aux bots : elles peuvent révéler des anomalies, comme une liste compromise ou une activité suspecte.
- utilisez les données fiables pour segmenter vos campagnes, en vous concentrant sur les contacts réellement engagés.
- intégrez le filtrage dans vos tests A/B afin de ne pas fausser vos résultats avec des clics ou ouvertures non humains.
Cependant, si ce filtrage permet de mieux isoler l’engagement réel, la Mail Privacy Protection (MPP) d’Apple introduit une autre forme de complexité en masquant les véritables ouvertures depuis Apple Mail.
Qu’est-ce que la Mail Privacy Protection (MPP) ?
La Mail Privacy Protection (MPP) d’Apple a été conçue pour renforcer la confidentialité des utilisateurs d’Apple. Elle fonctionne en préchargeant les pixels de suivi, ce qui fait apparaître chaque email comme « ouvert », même si l’utilisateur ne l’a pas consulté.
Lorsqu’un utilisateur active la MPP dans les réglages de son application Apple Mail, les serveurs d’Apple téléchargent automatiquement le contenu des emails entrants (y compris les pixels de suivi) avant même que l’utilisateur n’ouvre réellement le message. Ce téléchargement est interprété comme une ouverture par les outils de suivi des expéditeurs. Étant donné que cette action provient des serveurs d’Apple, l’expéditeur ne peut ni identifier l’adresse IP du destinataire, ni savoir si l’email a été effectivement consulté.
Quel est l’impact de la MPP d’Apple sur l’engagement email ?
La Mail Privacy Protection (MPP) peut fausser considérablement les taux d’ouverture, surtout si votre audience contient une forte proportion d’utilisateurs Apple sur iOS, iPadOS ou macOS. Cela complique fortement la mesure de l’engagement réel des destinataires.
L’approche de Zoho Marketing Automation
Zoho Marketing Automation répond à ce défi en introduisant une métrique dédiée : les « Ouvertures MPP ». Grâce à une modélisation intelligente des données, la plateforme continue de fournir des indicateurs d’engagement fiables malgré les changements imposés par Apple. Ce modèle évolue en permanence, alimenté par de nouveaux signaux et les retours des utilisateurs.
Comment s’adapter efficacement à la conformité MPP d’Apple ?
- Ne basez plus votre analyse uniquement sur les taux d’ouverture - Les taux d’ouverture ont perdu en fiabilité comme indicateur principal, en particulier si une part importante de votre audience utilise Apple Mail. Il est préférable de les interpréter avec prudence.
- Concentrez-vous sur les taux de clics (CTR) - Le taux de clic est un indicateur bien plus représentatif de l’intérêt réel porté à votre contenu. Surveillez de près la proportion de destinataires qui interagissent avec vos liens.
- Analysez les métriques post-clic - Ne vous limitez pas à l’ouverture ou au clic : suivez les conversions, les visites sur votre site web ou toute autre action significative issue de vos emails. Ces données offrent une vision plus complète de l’impact de vos campagnes.
- Réalisez vos tests A/B à partir des clics et des conversions - Lors de vos tests (ex. : lignes d’objet, contenu, appels à l’action), privilégiez des indicateurs comme les CTR et les taux de conversion pour évaluer l’efficacité réelle de chaque variation, plutôt que les ouvertures.
Intégrez ces évolutions, adaptez votre méthode et cultivez des relations sincères avec votre audience dans cette nouvelle ère du marketing.
L'équipe Zoho France
Recent Topics
Cannot see correct DNS config for mail after moving domain to another provider
I have moved my domain from one provider to another and after that zoho mail stopped working (expected). Problem is, zoho mail admin panel still shows (10 hours after move) that all records are correct while I haven't changed anything in my domain DNS
Add Support for Authenticator App MFA in Zoho Desk Help Center
Hello Zoho Desk Team, We hope you are doing well. We would like to request an enhancement related to security for the Zoho Desk Help Center (customer portal). Currently, the Help Center supports MFA for portal users via SAML, JWT, SMS authentication,
Zoho Desk - Custom Module Related List Columns on Tickets
I have a custom module in Zoho Desk called Asana Tasks, each task has a lookup to a Ticket. On the Ticket I want to see the columns of the Asana Tasks in the related list . Is there a way to do this? Right now it just has the name of the record and I
What is your opinion of the new UI?
Hi Everyone, I would like to see what everyone thinks of the new Zoho One Dashboard. I don't get it, but perhaps I'm missing something. What are your thoughts?
How to unlink a SAML user from the existing Zoho Desk user (domain change case)
Hi everyone, I’m trying to understand how to handle a situation where a customer changes their company domain. In our setup, users authenticate via SAML, so when the domain changes, the SAML system treats them as a new user. However, in Zoho Desk, I’d
Price Managment
I have been in discussions with Zoho for some time and not getting what I need. Maybe someone can help explain the logic behind this for me as I fail to understand. When creating an item, you input a sales rate and purchase rate. These rates are just
Related to zoho survey
Hi team. I want to know something regarding zoho survey question builder. I have two questions each of dropdown (One answer) - question type. In the first question, there are 16 answer choices and in the second question, there are 3 answer choices. For
Creator HTML page refresh
Hi, I have added around 5 different html snippets in single creator page. I understand, I can refresh the entire page from page script using Navigational URLs https://help.zoho.com/portal/en/kb/creator/developer-guide/others/url-patterns/articles/navigational-urls
60 Days Into Zoho - Tiktok Branding Startup -7 Questions?!
Wsp Everybody I co-own a TikTok Branding / Consulting Startup & have been using Zoho for the past 60 days - Am now looking to make our overall operations & processes more Efficient & Effective! Curious to know how others are using the platform & what's
Text Message
When trying to sent a text message, it says its an error i should contact a zoho agent
Zoho POS is now available for Canadian retailers
Hey everyone, We're excited to introduce the all-new Canadian edition of Zoho POS, which helps retail businesses simplify and manage their end-to-end business operations. Start by signing up and exploring the 15-day free trial. Sign up now How does Zoho
Zoho CRM - Option to create Follow-Up Task
When completing a Zoho CRM Task, it would be very helpful if there was an option to "Complete and Create Follow-Up Task" in the pop-up which appears. It could clone the task you are closing and then show it on the screen in edit mode, all the user would
Payroll In Canada
Hi, When can we expect to have payroll in Canada with books
Mass update to change or shift all project dates and keep project structure + shift all sub-tasks dates with main tasks
Most users would expect that if they change the start date of their project then that will be reflected inside the actual project and any project structure would be retained. Additionally if a task list with associated sub-tasks is moved, most users would expect that those sub-tasks would also be moved along with their parent task. This is not the case. For a total Project shift of dates: * the start and end date from > "Edit Project" page can have a radio button added to "shift all project tasks
Closing Accounting Periods - Invoice/Posting dates
Hi, I have seen in another thread but I'm unsure on how the 'transaction locking' works with regards to new and old transactions. When producing monthly accounts if I close December 24 accounts on 8th Jan 25 will transaction locking prevent me from posting
In-person ZUG Meetups for Real Estate Professionals - US Q1 2026
The Real Estate Zoho User Group is going on a multi-city, in-person meetup tour across the US, and we’d love to see you there! These meetups are a great opportunity to: Connect with fellow real estate professionals using Zoho Share challenges and discover
Introducing WhatsApp integration in Bigin
Greetings! In today's business landscape, messaging apps play a significant role in customer operations. Customers can engage with businesses, seek support, ask questions, receive personalized recommendations, read reviews, and even make purchases—all
Zoho CRM custom fields not showing in zoho creator
Hi Team, I have created a Products form with Zoho CRM integration and connected it to Products module of CRM. But when I see the reports of Products in Zoho creator then I am not able to see custom fields of Products module. Only standard fields of Products
Sending email notifications based on language
Hello. I would like to know how we can bypass the default notifications (which are just in English) for when a ticket is created/replied to/closed, to be in other languages, based on the language field in the ticket? I can create other email templates,
Error AS101 when adding new email alias
Hi, I am trying to add apple@(mydomain).com The error AS101 is shown while I try to add the alias.
Zoho Error: This Operation has been restricted. Please contact support-as@zohocorp.com for further details
Hello There, l tried to verify my domain (florindagoreti.com.br) and its shows this error: This Operation has been restricted. Please contact support-as@zohocorp.com for further details. Screenshot Given Below - please check what went wrong. Thanks
Send Zoho Forms Link using Zoho CRM Email Templates
I have set up Zoho Forms and CRM integration to pre-populate data from Zoho CRM to Zoho Forms. The setup is working fine. I have also created an email template in the Zoho CRM deals module to send Zoho forms links. So when I send an email using that template
Introducing parent-child ticketing in Zoho Desk [Early access]
Hello Zoho Desk users! We have introduced the parent-child ticketing system to help customer service teams ensure efficient resolution of issues involving multiple, related tickets. You can now combine repetitive and interconnected tickets into parent-child
Duplicating report but custom layout does not
Dear Zoho Creator, I need to duplicate a report into 10 copies, but unfortunately the custom layout (detail view) doesn’t copy along with it. I tried exporting and importing the custom layout, but the field mappings are incorrect. I believe everyone are
Download a file from within a zoho creator widget
I have a widget running in Zoho Creator , it displays uploaded documents in a table file, and I have added a download link in the view. ( The widget is created with html, css and javascript). I do not succeed in getting the download working. Do I have
Correlated subqueries not supported in Zoho Analytics. This creates huge limitations
Running into a major limitation in Zoho Analytics: correlated subqueries simply don’t work, even in completely standard SQL patterns inside a JOIN. Example: LEFT JOIN "Bills" b
ON d."Id" = b."Deal ID"
AND EXISTS (
SELECT 1
FROM "Bill
Zoho / Outlook Calendar sync
The current Marketplace -> Microsoft -> Meetings integration needs 2 changes. 1. The current language for the Two-Way sync option should be changed. It currently states, "Sync both your Zoho CRM Calendar and Office 365 Calendar meetings with each other."
Email content just contain 'OK' ,not what we expect
create campaign API URL: https://campaigns.zoho.com/api/v1.1/createCampaign req params: {'campaignname': 'General_Outreach_d0cfc415-43aa-4b96-bb09-558e76a3dda3_50_20251117_214806_660', 'from_email': 'admin@allinmedia.ai', 'subject': 'ALL IN MEDIA', 'list_details':
Introducing the all-new email parser!
Greetings, We are pleased to introduce to you, a brand-new, upgraded version of the Zoho CRM Email Parser, which is packed with fresh features and has been completely redesigned to meet latest customers needs and their business requirements. On that note,
Possible to connect Zoho CRM's Sandbox with Zoho Creator's Sandbox?
We are making some big changes on our CRM so we are testing it out in CRM's Sandbox. We also have a Zoho Creator app that we need to test. Is it possible to connect Zoho CRM's Sandbox to Zoho Creator's Sandbox so that I can perform those tests?
Reopen ticket
Hello! Can I reopen a ticket just using the API ticket/sendReply ? What's the rules to do it? I'm trying but it doesn't reopen the ticket, it just send the reply
Allow Admins to Transfer Ownership of Their Own Files & Folders
Hi Zoho WorkDrive Team, Hope you are doing well. We would like to request an important enhancement to the ownership-transfer functionality in Zoho WorkDrive, specifically regarding administrator capabilities. As administrators, we have the ability to
Tip#46: Capture accurate log hours
Hello everyone, Use the newly introduced timer settings that will streamline the usage of timers and help admins or workspace owners to manage the time entries of the workspace users better. Check out the below mentioned timer settings added to the Timesheet
Moving to app-specific authentication for Google integrations
Hello everyone, We’re making an important change to how Google integrations work in our platform. Until now, we used a common Google project across Zoho to enable integrations like Google Drive, Calendar, and more. Going forward, we’ll be moving to an
Double opt-in notifications and customizable confirmation messages for your webforms
Dear CRM Community, We are excited to announce a major upgrade to our Webforms feature. You can now customize the confirmation message shown to your users who double opt-in from your webform and also customize your confirmation emails when they submit
Lost the ability to sort by ticket owner
Hi all, in the last week or so, we have lost the ability to sort tickets by Ticket Owner. Unlike the other columns which we can hover over and click on to sort, Ticket Owner is no longer clickable. Is it just us, or are other customers seeing this too?
Using a CRM Client Script Button to create a Books Invoice
Hello, I need help handling error messages returned to my client script from a function. The scenario I have setup a client script button which is available from each Deal. This CS executes a crm function, which in turn creates an invoice based on the
Standalone custom function not generating logs
Why dont't standalone custom functions generate logs when the're called from another function? I have some functions (workflow, buttons and blueprint) that have common parts, so I put that part in a standalone function which is called from the others.
How Can i put a form in Zobot
Hi,how can i integrate a form which has a multiple options to choose from.the form should be opened or displayed by zobot after it meets a requirement in the conversation. Thanks in advance !
Has Anyone successfully integrated Zoho and Sage Intact?
Hey all, We’re evaluating Zoho One + Sage Intacct and I’m trying to connect with anyone who has actually implemented the two together.Specifically, I’d love to know: -- Which functions you kept in Zoho vs. Intacct (e.g., Product Catalog, AR/AP, invoicing,
Next Page