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Kaltix

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Adapted from the English Wikipedia article Kaltix, available under CC BY-SA 4.0Updated 25 July 2025
Kaltix Corporation
Company typeStartup
IndustryPersonalized search technology
FoundedJune 16, 2003; 23 years ago (2003-06-16) in Stanford, California, United States
FounderSepandar Kamvar, Taher Haveliwala, Glen Jeh
DefunctSeptember 30, 2003 (2003-09-30)
FateAcquired by Google
SuccessorGoogle
Headquarters
Stanford
,
United States
Area served
Worldwide
Key people
Sepandar Kamvar, Taher Haveliwala, Glen Jeh
ProductsPersonalized web search algorithms (including Quadratic Extrapolation, BlackRock, Adaptive PageRank)
ParentGoogle (from September 2003)

Kaltix Corporation was a startup focused on personalized search technology, founded at Stanford University in June 2003 by Sepandar Kamvar, Taher Haveliwala, and Glen Jeh. The firm concentrated on commercial applications of customized web search through unique algorithms. Kaltix engineered a method to significantly speed up the calculation of Google's PageRank algorithm, allowing search outcomes to be personalized according to individual user interests rather than relying on Google's standard ranking. According to the founders, their algorithm achieved computation speeds nearly 1,000 times faster than then-existing techniques in 2003. In September 2003, Google acquired Kaltix.

Description

Kaltix aimed to improve personalized search experiences by utilizing sophisticated algorithms that accelerated PageRank computations and adapted results based on user-specific preferences. This technological advancement sought to enhance both the relevance and speed of search outputs, offering a distinct competitive edge within the online search market. The innovation complemented Google's strategic goals by reinforcing its dominance in personalized search offerings and broadening its range of products.

History

The company was established by Stanford graduate students Sep Kamvar, Taher Haveliwala, and Glen Jeh, who had been engaged with Stanford's PageRank Project between 2002 and 2003. Their efforts built upon the foundational PageRank algorithm created by Google founders Larry Page and Sergey Brin. The team introduced three principal algorithms—Quadratic Extrapolation, BlackRock, and Adaptive PageRank—which constituted the technological foundation of Kaltix.

Their initial algorithm was unveiled at the 12th International World Wide Web Conference (WWW 2003) held in Budapest on May 22, 2003. Kaltix Corporation was formally launched on June 16, 2003; this coincided with the publication of their business plan and acquisition of the Kaltix domain name. Remarkably, within three months of inception, Google purchased Kaltix on September 30, 2003, for an undisclosed sum.

Reception

The technology sector and media outlets showed considerable interest in Kaltix, including coverage from The New York Times. The company's claim of delivering personalized search results up to five times faster than Google's own services garnered attention despite limited public disclosure. After its swift acquisition by Google, Kaltix has been acknowledged for its pivotal contribution to the evolution of personalized search technologies. This strategic purchase strengthened Google's market leadership and bolstered its advantage in search engine innovation.

External links