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Times Catalog > Blog > Apps > Perplexity AI says it would rebuild TikTok’s algorithm and add Community Notes features
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Perplexity AI says it would rebuild TikTok’s algorithm and add Community Notes features

Usama
Last updated: March 22, 2025 5:40 pm
Usama
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6 Min Read
Perplexity AI says it would rebuild TikTok's algorithm and add Community Notes features
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The company behind the AI search engine is making its pitch for “rebuilding TikTok in America.”

As TikTok faces an uncertain future in the U.S., Perplexity AI has stepped forward with a bold proposal to reshape the embattled social media giant. The AI-powered search engine company recently shared its vision for the platform, detailing a comprehensive strategy that would involve rebuilding TikTok’s core recommendation algorithm, introducing Community Notes for improved content verification, and seamlessly integrating short-form videos into its own search engine.

Contents
Perplexity AI’s Bid to Reinvent TikTokA Monopoly-Free Approach to Algorithmic InnovationIntroducing Community Notes and Fact-Checked ContentThe Competitive Landscape: Who Will Own TikTok?What’s Next for TikTok?

Perplexity AI’s Bid to Reinvent TikTok

With increasing government scrutiny and a potential ban looming, TikTok’s future remains uncertain. In the midst of this turbulence, Perplexity AI has emerged as a potential buyer, vying against major corporate entities and investor groups. In a recent blog post, the company laid out its ambitious plan to rebuild TikTok into an American-led platform with enhanced transparency and fairness at its core.

At the heart of Perplexity AI’s proposal is a commitment to breaking away from the opaque algorithms currently powering TikTok’s “For You” feed. The company aims to reconstruct this recommendation system from scratch and make it fully open-source, allowing for greater scrutiny and public trust. This shift could mark a significant departure from the “black box” nature of the current algorithm, which has long faced criticism over concerns of bias and potential foreign influence.

A Monopoly-Free Approach to Algorithmic Innovation

Perplexity AI argues that its unique positioning as an independent technology firm makes it the ideal steward for TikTok’s next chapter. The company emphasizes that allowing a competitor to acquire TikTok could create a monopoly in the short-form video space, while a buyout led by U.S. investors in partnership with ByteDance might still leave the Chinese tech giant with significant control over the algorithm.

“All of society benefits when content feeds are liberated from the manipulations of foreign governments and global monopolists,” Perplexity AI stated in its post, highlighting the need for a more decentralized and transparent approach to content curation.

Introducing Community Notes and Fact-Checked Content

One of the most intriguing aspects of Perplexity’s vision is the introduction of “Community Notes,” an initiative designed to enhance the credibility of content shared on the platform. Borrowing from the successful implementation of a similar system on X (formerly Twitter), Perplexity AI envisions a crowdsourced fact-checking mechanism where users can contribute contextual insights to videos. This approach seeks to combat misinformation in a way that is community-driven rather than relying solely on third-party fact-checkers.

Additionally, Perplexity AI plans to incorporate its own citation-based system, already used in its AI search engine, to ensure that claims made in TikTok videos are backed by verifiable sources. This represents a departure from TikTok’s existing fact-checking framework, which leans heavily on international media organizations.

The Competitive Landscape: Who Will Own TikTok?

Perplexity AI’s proposal enters a highly competitive field. Reports suggest that ByteDance’s U.S. investors are exploring a potential deal alongside software giant Oracle to address national security concerns and appease the White House. ByteDance is reportedly in favor of this arrangement, preferring to retain indirect influence over the platform’s future operations.

However, Perplexity is making the case that its AI-driven, transparency-focused approach would be the best solution for TikTok’s users and the broader digital ecosystem. The company contends that its lack of affiliations with major social media corporations ensures a level playing field, free from monopolistic control and foreign influence.

What’s Next for TikTok?

While Perplexity AI’s vision is ambitious, it remains unclear how seriously its bid is being considered. The fate of TikTok in the U.S. is still in the hands of regulators, with former President Donald Trump’s executive order temporarily preventing a ban set to expire on April 5. Though President Joe Biden has indicated a willingness to extend the deadline if necessary, a long-term resolution is still pending.

If Perplexity AI’s proposal were to move forward, it could mark a transformative shift for TikTok—one that prioritizes transparency, user trust, and algorithmic fairness. Whether the AI startup will get its chance to reshape one of the world’s most influential social media platforms remains to be seen, but its proposal has certainly added a fascinating new dimension to the ongoing debate over TikTok’s future in America.

As the deadline approaches, all eyes will be on the White House, TikTok’s parent company ByteDance, and the array of potential buyers waiting in the wings. Whether Perplexity AI’s vision will gain traction or remain a thought experiment, one thing is clear: the battle for TikTok is far from over.

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