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One engine, tuned to the way your users discover.

Feiliu adapts to each business model. Here is how it works across three common scenarios.

Placeholder Metrics on this page are illustrative placeholders. Case results will be published with permission and without client names.

01

Content-platform feeds

Personalised feeds for articles, images, short video and live content.

The challenge

Large, fast-changing catalogues and a cold start for every new creator.

How Feiliu helps

  • Multimodal recall that understands text, images and video
  • Exploration strategies that give new content a fair chance
  • Diversity and frequency control for a healthier feed

Target metrics

  • +XX%Click-through ratePlaceholderIllustrative placeholder — not a client result
  • +XX%Completion ratePlaceholderIllustrative placeholder — not a client result
  • +XX%Next-day retentionPlaceholderIllustrative placeholder — not a client result

02

E-commerce and ad recommendation

Product and ad recommendations that respect business rules.

The challenge

Balancing relevance with conversion, margin and campaign goals.

How Feiliu helps

  • Audience packages and targeting for campaigns
  • A weight panel to steer business priorities without a release
  • A/B experiments to prove each change before rollout

Target metrics

  • +XX%Conversion ratePlaceholderIllustrative placeholder — not a client result
  • +XX%Ad click-through ratePlaceholderIllustrative placeholder — not a client result
  • +XX%Revenue per visitPlaceholderIllustrative placeholder — not a client result

03

Vertical communities

Feeds for focused communities that grow creators and keep conversations healthy.

The challenge

Keeping niche audiences engaged while keeping the community safe.

How Feiliu helps

  • Sequence models that learn evolving interests
  • Text and image review with your own community standards
  • Anti-abuse strategies that lower violations and false positives

Target metrics

  • +XX%Creator engagementPlaceholderIllustrative placeholder — not a client result
  • −XX%Violation ratePlaceholderIllustrative placeholder — not a client result
  • −XX%False-positive takedownsPlaceholderIllustrative placeholder — not a client result

Bring better recommendations to your platform.

Tell us about your content and audience. We will propose a proof of concept scoped to your goals.

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