iWorld
Facebook to reduce unintentional ad clicks, announces new metrics
MUMBAI: Facebook, last October, outlined what it will take to create a healthy advertising ecosystem: great experiences for people, meaningful business results for advertisers, and sustainable growth for publishers.
Ad placements that are built to drive unintentional clicks run counter to that goal. While they can be profitable for publishers, they fail to deliver good experiences for businesses or people. For advertisers, these kinds of unintentional clicks can drive down the value of their campaigns.
Over the next few months, Facebook will be making updates to stop delivering to ad placements that encourage unintentional clicks. These updates include policy clarifications on unintentional clicks, product changes to invalidate these clicks, and proactively pausing implementations that exhibit abnormal click behavior.
Removing unintentional clicks from Audience Network: When browsing across the web or in an app, ads may pop up in places that cause people to accidentally click on them.
Facebook is no longer counting Audience Network clicks where people “bounce back” in under 2 seconds. FB found that these clicks are almost always unintentional.
Total campaign impressions: FB is providing two new metrics to offer clarity on the number of ads shown to people including gross impressions, auto-refresh impressions.
Utilizing Signals About Intentional Clicks
To understand if a click is intentional, one of the metrics FB looks at in FB delivery models and quality detection systems is “drop off rates” — the time a user spends on the landing page of an ad. Facebook found that people who click on an Audience Network ad and spend less than 2 seconds on a destination page almost always clicked accidentally. Moving forward, FB will no longer count clicks categorised as unintentional. Facebook will continually refine and adjust this threshold as Facebook gathers more data and signals.
Pausing Implementations with Abnormal Behavior
Publishers sometimes create ad experiences that fail to deliver true advertiser value. This can be due to implementation error, or because the ad is in the wrong flow of the app experience. When Facebook sees abnormal behavior, such as an inflated click-through rate (CTR), it will automatically pause placements to protect people and advertisers. Facebook also inform publishers so they can make necessary changes.
Clarifying FB Policies
FB also heard from publishers that they want more examples of FB policies, and specifically how to create better native ad experiences. So it recently updated FB policies with clear examples to avoid unintentional clicks (https://developers.facebook.com/docs/audience-network/policy), and went a step further by introducing a new policy that prohibits clickable “whitespace” on native ads. By requiring users to click on an advertiser asset, FB expects to see further reduction in unintentional clicks.
Going forward, FB will be experimenting with more ways to reduce the number of unintentional clicks by looking further into bounce rates, additional metrics, and trying to prevent users from accidentally clicking in the first place.
iWorld
Spotify rolls out ‘Verified by Spotify’ badge for artists
New badge and profile details aim to boost transparency in AI-driven music era.
MUMBAI: In a world where even playlists can have imposters, Spotify is adding a badge of trust. The streaming platform has begun rolling out a new ‘Verified by Spotify’ badge, alongside expanded artist profile details, as it looks to bring greater clarity to listeners navigating an increasingly complex mix of human and AI-generated music. The badge, currently in beta, will appear on artist profiles that meet Spotify’s internal criteria for authenticity. These include consistent listener engagement, adherence to platform policies and signs of a real-world presence such as live performances, merchandise or active social media profiles. Notably, profiles representing primarily AI-generated artists will not be eligible for verification at launch.
Spotify says the verification process will combine automated systems with human review, prioritising artists with sustained audience interest over those driven by short-term spikes. The rollout will be gradual, with the badge appearing across profiles and search results over the coming weeks. The company noted that more than 99 per cent of artists users actively search for are already included in the initial phase.
Alongside the badge, Spotify is also introducing a new artist details section within profiles. Available even for non-verified artists, the feature will highlight career milestones, release activity and touring history, offering listeners a more comprehensive view of an artist’s journey and output.
The move builds on Spotify’s broader push towards transparency, complementing existing features such as SongDNA, expanded song credits and AI attribution tools. Together, these updates aim to give users more context about what they are listening to and who is behind it.
As generative AI continues to blur the lines between creator and creation, Spotify’s latest update signals a clear intent: in the streaming era, authenticity is becoming just as important as accessibility.
