All Content from Business Insider 07月18日 22:31
HBO Max is getting into thumbnail testing — 9 years after Netflix
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HBO Max 即将首次在其平台上测试不同的视频缩略图,以提高用户参与度。此举标志着华纳兄弟探索公司(WBD)正努力追赶 Netflix、Disney+ 等竞争对手,这些平台早已采用缩略图 A/B 测试。HBO Max 将先在一小部分热门内容上进行测试,并计划在 2026 年上半年推广至大部分目录。未来,公司还计划利用人工智能实现个性化缩略图推荐,以提升用户观看体验和平台竞争力。

🎬 HBO Max 首次引入 A/B 测试优化缩略图:华纳兄弟探索公司(WBD)正计划在 HBO Max 上进行缩略图 A/B 测试,通过随机展示不同预览图来吸引用户点击,并根据数据选择最优缩略图以提升用户参与度。

🚀 追赶行业趋势,提升竞争力:此举显示了 HBO Max 在流媒体领域的追赶策略,因为 Netflix 九年前已开始缩略图 A/B 测试,Disney+、Hulu 和 Peacock 等平台也已采用。Paramount+ 通过测试将点击率提高了 162%,凸显了该策略的重要性。

💡 未来发展方向:HBO Max 计划在测试成功后,逐步将该功能推广至更多内容,并最终实现个性化缩略图推荐,为用户提供更定制化的观看体验,类似于 Netflix 的做法。

🤖 人工智能将赋能缩略图选择:虽然初期缩略图由人工创建,但 WBD 计划未来引入人工智能,以更高效地扩展缩略图选择范围,并辅助人工进行内容推荐优化,进一步提升用户体验。

HBO Max plans to start testing different photo thumbnails for movies like "Sinners," starring Michael B. Jordan.

Better late than never.

Warner Bros. Discovery is preparing to roll out A/B testing on HBO Max photo thumbnails for the first time, two employees familiar with the project told Business Insider. A company spokesperson confirmed the effort.

The project, which one employee nicknamed the "multi-armed bandit," will randomly display one of several different thumbnails — the small preview images you see for a TV show or movie before you click — for each HBO Max title. After the tests, the system will show all users the thumbnail that drives the most engagement.

The rollout shows how WBD's flagship streamer is playing catch-up to rivals like Netflix, which publicly confirmed it was A/B thumbnail testing nine years ago, in May 2016. By contrast, HBO Max is relatively new to the streaming wars. It first launched in May 2020, and its current tech platform didn't come out until May 2023.

Disney+, Hulu, and Peacock also started A/B thumbnail tests years ago. And Paramount+ started A/B testing images last year, which the company said boosted its click-through rate by 162%.

WBD has previously used A/B tests in other ways but hasn't applied them to thumbnails.

HBO Max will first test thumbnails on a small number of popular TV shows and movies, and if all goes well, plans to roll out the program across most of the streamer's catalog in the first half of 2026, an employee close to the project said.

This person added that WBD eventually wants to personalize thumbnails by tailoring them to specific users, like Netflix does.

Beyond the paid streamers, thumbnails have become something of an obsession for social-media creators.

Top YouTuber MrBeast has a team dedicated to making thumbnails that generated about 50 iterations per video as of last year, according to Chucky Appleby, who oversaw the effort at the time.

The future is AI

HBO Max's thumbnail variations will initially be created by humans, the employee close to the project said. However, they eventually expect that to change.

"AI isn't incorporated now, but that is the plan," this person said.

The spokesperson confirmed AI would help scale thumbnail selection eventually, though humans would remain involved.

Streamers are racing to add AI to their platforms. Netflix has debuted an AI search tool and also recently refreshed its layout to include vertical video. Some analysts say it should go a step further by adding more short-form content to better compete with YouTube and TikTok.

As for WBD's AI efforts in streaming, HBO Max uses AI to improve content recommendations. It revamped its personalization system last summer. The company said these changes meaningfully improved viewership time, return visits, homepage-to-playback conversions, and titles watched.

Three WBD software engineers told BI that HBO Max's tech has room for improvement, but has come a long way.

"It's not that smart, but the recommendation system does its job," a WBD software engineer told BI.

Read the original article on Business Insider

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HBO Max A/B 测试 视频缩略图 流媒体 人工智能
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