
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
Filters in audit logs
Greetings, I hope all of you are doing well. We're happy to announce a few recent enhancements we've made to Bigin. We'll go over each one in detail. Previously, there were no filters available to narrow down data in audit logs. Now, we've introduced
Enhanced help options in Bigin
Greetings, We're excited to introduce a new enhancement to Bigin's Help section: a comprehensive Help Options panel that brings together all your support resources in a single, well-organized space. Previously, the Need Help? menu provided only a limited
Zoho FSM API Developer Needed
Hi, I’m looking for a developer with experience using Zoho FSM APIs. Scope: Connect WordPress website booking form to Zoho FSM Check availability (date, time, region) Create Work Orders + Service Appointments automatically Notify both customer and scheduler
Revenue Management: #4 What if there are uncertainties in project or service delivery?
Our previous post taught us how Zoho Billing makes life easy for businesses with its automated revenue recognition rule. However, certain businesses have more challenges that an automated system cannot handle, and there are certain situations where automated
This mobile number has been marked spam. Please contact support-as@zohocorp.com
Bom dia, estou tentando colocar o número 11 94287-6695 e esta com erro "This mobile number has been marked spam. Please contact support-as@zohocorp.com" pode me ajudar, por favor?
Items Serial Tracking Issue
We enabled Zoho Items inventory tracking then disabled it after some time now we want to enable it again When I check the missing serial number reports I see one item But I cant see any option to Add the serial numbers Where and how to add the serial
Composite Services and Account Tracking
I am looking to garner support/request the ability to make composite services. A quick search in the forums brings up multiple requests for this feature. I fail to see why an item is mandatory while services are optional. I also would like to see the
Zoho Payroll integration with Zoho Books - unable to match multiple bank feeds to one wage payment
For one employee's wage, I make two partial payments. Those bank feed transactions come into Zoho Books via bank integration. I make one pay-run for the month in Zoho Payroll and that comes into Zoho Books via the Zoho integration. Zoho Books doesn't let me match multiple bank feed transactions against a single wage item. Please fix urgently. I can't complete my books because of this.
Add Checkbox Selection & Bulk Actions to Delivery Challans Module
Hi Zoho Team, I’ve noticed that in the Sales Orders module, there are checkboxes beside each entry that allow users to select multiple records for bulk actions such as print, email, or delete. However, in the Delivery Challans module, this option appears
Can't be able to check-in in laptop
even after giving location access still i can't be able to check-in in laptop.
Compensation Cess on Coal ₹400 per tonne. ?????
The compensation cess rate varies by the type of product. And the cess is calculated based on the value of the product without GST. Coal, for example, comes with a cess of ₹400 per tonne. That means that if you sell 2 tonnes of coal that have a value
7 month over zoho book purchase but still not immpliments Golive
7 month over zoho book purchase but still not immpliments Golive one problems zoho team short out then other problems come still very poor mangments and immliments team . struggling with the templates in ZOHO Books. Especially with the placement of some
Average Costing / Weighted Average Costing
Hello fellow maadirs. I understand Zoho Books uses FIFO method of dealing with inventory costing, but do you guys have any plans to introduce average costing? We indians need average costing. It's part of our culture. Please. I beg thee. Thanks.
SMS to customers from within Bigin
Hi All, Is there anyone else crying out for Bigin SMS capability to send an SMS to customers directly from the Bigin interface? We have inbuilt telephony already with call recordings which works well. What's lacking is the ability to send and receive
How to update/remove file in zoho creator widgets using javascript API
Hi Team, I have developed a widget which allows inserting and updating records I have file upload field with multiple file upload. Now while doing insert form record, I am using uploadFile API to upload files for that record. I am using updateRecord API
Parent & Member Accounts (batch updating / inheritance)
Hello, I find the Parent Account functionality very useful for creating custom views and reports, but was wondering if I can also carry out batch editing on all members (aka children) of a Parent Account at the same time. Alternatively, can I set members to automatically inherit the values of the parent? For example: We have a chain of supermarkets that buy our products. These supermarkets are all members of a Parent Account in our CRM. We release a new product and all of the member stores wish to
Edit Legend of Chart
I would like to edit the legend of the chart. Every time I enable the legend, I get a very unhelpful (1), and when I try to type to change to what I would desire, nothing happens, which is very frustrating. I've gone through your online tutorials and nowhere can I find a legend settings button. This seems a simple fix, where can edit the legend? Thanks.
Extended timeouts for APIs beyond 40secs for to accomodate LLMs
A 40 second max response time for API calls is fine when connecting to most services, however is unsuitable when dealing with LLMs (ChatGPT/Claude/Gemini) where the response timing is very uncertain. Is there any way to increase this? It would be great
Deletion of Zoho Account
To whom it may concern, Good day, My account has been created incorrectly in Zoho and I am not able to join my Company's Zoho account - attached screenshot for your kind reference Alphatronmarine - Portal Kindly advise procedure to delete this current
Workflow for deposit to bank account
Hello, Is it possible to make a workflow when a deposit is made to your bank account which is coupled to Zoho books? I want Zoho to sent an email each time a deposit is made to our bank account via a workflow. Regards, Steven
Marking Retainer invoice paid through Deluge
Hey Everyone, We have a scenario where we are collecting deposit payments on our website. Now, in zoho books, we need to create a retainer invoice and mark it as paid automatically using deluge just like we can mark normal invoices as paid. I have tried
Create a new record in custom module vi custom button
I have zoho books premium plan . I have 2 custom modules in zoho books. 1. Goods Receipt 2. Delivery Order, I need to select multiple records from Goods Receipt and create a new Delivery order from these multiple records. (like multilple sales order into
Profile date settings
At present I have "EEE, MMMM dd, yyyy" but this takes an exessive amount of column space, we should be able to input our own format. I would like to use "EEE, MMM dd, yy" - a much shorter version of the above but with the same abbreviated info, requiring
Delivery Method Field in Sales Order Module
In Books and in Sales orders, the "Delivery Method" field seems to allow for anything to be entered and it seems to store those entries for future use. When you chose to convert a sales order to a purchase order, the related field is now called "Shipment
Editing / Removing stages for pipeline
Hello, I'm trying to create a new pipeline. I created a new stage and made an error when entering the probability. How can I edit fields in stages that I created? Can I delete these stages from "Add Stages" list?
Dynamically Filter User Lookup in CRM Subform
We have a subform called Pricing Calculator in the Zoho CRM Opportunity module and need some assistance. Current Setup: First column: Picklist (Level) Second column: User Lookup field When a Level is selected, we want the User lookup to display only users
change time zone
can't seem to figure out how to change the time zone of the project
Bigin iOS app update: Built-in telephony and RingCentral support
Hello everyone! We are excited to introduce Built-In Telephony and RingCentral support in the latest iOS version(v1.11.13) of the Bigin mobile app. Once the integration is completed on the Bigin desktop site(bigin.zoho.com), you can choose the Built-In
Add Image or Update Image API - for Items Module
I am trying to add new Items to Zoho Inventory from Zoho Creator. I achieved this using Zoho Inventory Create Item API, but how to add or update the item image from Zoho Creator to Zoho Inventory Item Module?
Introducing Booking Pages—a topping for your Calendar Scheduling needs!
Greetings, We're here with a new topping for Bigin! Let's dive into the details. What does this topping do? Scheduling appointments with customers is one of the most common challenges small businesses face on a daily basis, as it often involves frequent
Debugging `try` blocks : Tip
I find it annoying that if one line inside a `try` block has an error, the Deluge arser points the beginning of the block to the location of the error. BUT, if you temporarily comment out the initial `try {`  The parser goes through the whole block and
[Product Update] TimeSheets module is now renamed as Time Logs in Zoho Projects.
Dear Zoho Analytics customers, As part of the ongoing enhancements in Zoho Projects, the Timesheets module has been renamed to Time Logs. However, the module name will continue to be displayed as Timesheets in Zoho Analytics until the relevant APIs are
Use approval workflow comments in record scripts
Greetings, i'm running an approval workflow for my records, during approval/rejection there is a step where comments are entered. i want to add there comments to the record and to use them in various deluge scripts like sending emails and so on. how
ZOHO Store
Not able to make a payment We are using Zoho One, and we are from India. The payment currency, which shows for us, is in USD. But the system says we can choose Country/Region India if it shows INR only. Attaching screenshots for more info.
Support Migration into Aliases in Zoho Mail
Hello Zoho Mail Team, How are you? We are in the process of migrating some of our users from Google Workspace (Gmail and Google Drive) to Zoho. During this process, we noticed that Zoho Mail currently only supports migration into a primary mailbox and
API for Z Workdrive Flow Make-Integromat ?
We are zoho workdrive fans Also we would like to have an api to work with Zoho Flow or with Make better known by its old name INTEGROMAT Is it planned and when? 3 months -6 months or more?
Apps Pane no longer visible
I have read all the info and help and nothing works, I do not have a "show apps" anywhere and I can no longer see my Apps pane in the left hand side of mail, please advise how to get this back
Canvas View - Print
What is the best way to accomplish a print to PDF of the canvas view?
5名限定 課題解決型ワークショップイベント Zoho ワークアウト開催のお知らせ(8/21)
ユーザーの皆さま、こんにちは。Zoho ユーザーコミュニティチームの藤澤です。 8月開催のZoho ワークアウトについてお知らせします。 今回はZoomにてオンライン開催します。 ▷▷参加登録はこちら:https://us02web.zoom.us/meeting/register/eVOEnBsSQ2uvX4WN5Z5DeQ ━━━━━━━━━━━━━━━━━━━━━━━━ 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的とした「Zoho
New in Zoho Forms: Inline OTP Verification
Hello form builders, We are excited to announce the launch of Inline OTP Verification in Zoho Forms, a smarter way to ensure the authenticity of the contact details you collect. Until now, OTP Verification in Zoho Forms worked as a pre-access step: respondents
Next Page