Topsy Labs

Topsy Labs was a San Francisco-based social search and analytics company founded in 2007 by Vipul Ved Prakash, Rishab Aiyer Ghosh, Gary Iwatani, and Justin Foutts. Its central proposition was to make public social conversation searchable and measurable at a scale that conventional web-search tools did not provide. The company became particularly associated with Twitter, although its products also incorporated public activity and socially shared content from other services, including Google+. Topsy developed technology for collecting, indexing, searching, and analyzing public tweets and related social content. It was a certified Twitter partner and maintained an index that ultimately contained hundreds of billions of tweets, including material dating back to the beginning of Twitter's public service in 2006. This historical depth allowed users to investigate not only what was trending in real time, but also how topics, links, authors, brands, and public discussions changed over time. Its consumer-facing Topsy.com service operated as a real-time social search engine. Results were ranked with a proprietary influence-oriented algorithm that attempted to distinguish broadly supported or influential posts from less significant mentions. The company also offered an analytics service through which users could compare the volume and activity associated with terms over periods such as an hour, day, week, or month. In September 2013, Topsy announced that its search and analysis system would cover every public tweet published on Twitter, reinforcing its position as a historical archive and measurement layer for the platform. For professional users, Topsy Pro Analytics provided an interactive dashboard for researching keywords and authors. The product exposed measures including activity, influence, exposure, sentiment, language, and geography, and enabled customers to organize terms into saved topics and receive alerts or daily digests. A public-sector variant was aimed at government and institutional use cases such as disaster response, monitoring political issues, identifying possible disease outbreaks, and detecting unusual global events. Topsy also supplied REST APIs and report-based access for organizations that wanted to incorporate Twitter data and derived metrics into their own systems. The company extended its analytics capabilities through specialized social indices and event partnerships. With Twitter, it co-developed the Twitter Political Index and Twitter Oscars Index, both of which used social conversation and sentiment indicators to compare candidates or entertainment subjects. With Mashable, it produced an SXSW Trendspotter in 2013 to identify emerging conversations, people, brands, bands, films, sessions, and events during the South by Southwest festival. Topsy raised more than $27 million from venture investors including BlueRun Ventures, Ignition Partners, Founders Fund, and Scott Banister. It reportedly employed more than 40 people and operated offices in San Francisco and Washington, D.C., as well as its own data centers. Apple acquired the company in December 2013 in a transaction widely reported at approximately $225 million. Topsy's public services did not remain an independent Apple-facing product: on December 16, 2015, the service was shut down and its website redirected visitors to an Apple support page concerning search functionality in iOS 9. Topsy therefore survives primarily as an example of a data-infrastructure and analytics acquisition whose technology and expertise were absorbed into a larger platform company rather than continued as a standalone commercial brand.

Topsy Labs emerged in 2007 during the expansion of social platforms as important sources of public information. Founded by Vipul Ved Prakash, Rishab Aiyer Ghosh, Gary Iwatani, and Justin Foutts, the company focused on a technical problem created by fast-moving social networks: how to search, preserve, and interpret enormous volumes of short, time-sensitive public messages. The company built an index of public social content with Twitter as its principal data source. Rather than treating tweets only as isolated search results, Topsy attempted to measure the influence and spread of conversations. Its ranking system considered how much support or attention an author and a post received from other users. This differentiated Topsy from a basic chronological feed and made it useful for identifying prominent links, topics, people, and narratives. Topsy.com was the company's public search product. It supported real-time queries across social posts and socially shared material, primarily from Twitter and Google+. A related free analytics service allowed users to compare the presence of up to three terms over selected time windows. Topsy's archive expanded substantially over time; the company described its index as containing hundreds of billions of tweets and announced in 2013 that it would include every public tweet published on Twitter. The company also developed paid and institutional tools. Topsy Pro Analytics presented activity, influence, exposure, sentiment, language, and geographic information in a web dashboard. Users could investigate keywords and authors, save groups of terms as topics, and configure alerts and regular activity summaries. A public-sector edition adapted the same general capabilities for government-related monitoring, including emergency response, political analysis, disease-outbreak detection, and identification of unusual events. Topsy exposed portions of its data and metrics through REST APIs and custom reports, enabling outside organizations to use the information programmatically. Its data was also packaged into editorial and event-oriented indices. The Twitter Political Index, introduced in 2012 through a collaboration with Twitter, initially compared social sentiment relating to the principal American presidential candidates. The Twitter Oscars Index, introduced in January 2013, applied similar analysis to nominees in six Academy Award categories and was reported to have correctly predicted five of the six recipients. In March 2013, Topsy and Mashable created the SXSW Trendspotter, a mobile-oriented site that analyzed Twitter activity during South by Southwest. It highlighted trending topics, popular startups, brands, bands, films, sessions, events, and associated media. Topsy attracted more than $27 million in venture capital from investors including BlueRun Ventures, Ignition Partners, Founders Fund, and Scott Banister. It reportedly grew to more than 40 employees, with offices in San Francisco and Washington, D.C., and operated its own data centers. These assets made the company relevant beyond its consumer website: its value included historical social data, indexing infrastructure, analytics expertise, and relationships connected to Twitter's data ecosystem. Apple acquired Topsy in December 2013 in a deal reported at roughly $225 million. After the acquisition, Topsy did not continue indefinitely as an independent public service. On December 16, 2015, Apple shut down the Topsy website and redirected it to an Apple support page describing search functionality in iOS 9. The closure ended Topsy's public brand and products, while leaving open the possibility that its personnel and technology had been incorporated into Apple's internal work.

• 2015

  Public service closes

  [1]Topsy Labsen.wikipedia.org

  Topsy shuts down on December 16, ending its public search and analytics services.

• 2013

  Twitter Oscars Index launches

  [1]Topsy Labsen.wikipedia.org

  Topsy and Twitter introduce a social index covering nominees in six Academy Award categories.

• 2013

  SXSW Trendspotter is produced with Mashable

  [1]Topsy Labsen.wikipedia.org

  The partners create a mobile-enabled tool using real-time Twitter analysis to identify trends and popular conversations at South by Southwest.

• 2013

  Apple acquires Topsy

  [1]Topsy Labsen.wikipedia.org

  Apple acquires Topsy Labs in December in a deal reported at approximately $225 million.

• 2012

  Twitter Political Index launches

  [1]Topsy Labsen.wikipedia.org

  Topsy and Twitter introduce an index comparing social sentiment around leading American presidential candidates.

• 2007

  Topsy is founded

  [1]Topsy Labsen.wikipedia.org

  Vipul Ved Prakash, Rishab Aiyer Ghosh, Gary Iwatani, and Justin Foutts establish Topsy Labs to search and analyze public social-media conversations.

Social search and large-scale analytics for public online conversations, with a particular focus on Twitter data.

• Social search engine

  Topsy.com

  Topsy.com was a real-time search engine for public social posts and socially shared content, with Twitter and Google+ as its principal sources. It used an influence-oriented ranking system intended to surface posts and authors receiving significant support or attention. The service also connected users to term-level analytics covering recent activity and historical periods.

• Commercial social-media analytics

  Topsy Pro Analytics

  Topsy Pro Analytics was a paid web dashboard for analyzing keywords, authors, links, photos, and videos in Topsy's large Twitter index. Its measures included activity, influence, exposure, sentiment, language, and geography. Customers could group terms into saved topics and receive customized alerts and daily activity digests.

• Government and public-sector analytics

  Topsy Pro Analytics Public Sector

  This public-sector version of Topsy Pro Analytics was designed for government and institutional monitoring. Proposed applications included disaster response, assessment of political issues, detection of possible disease outbreaks, and monitoring of unusual global events through public social conversation.

• Data-access API

  API Services

  Topsy supplied REST APIs and report-based access to Twitter data and derived metrics. These services enabled external users and organizations to query Topsy's index programmatically rather than relying only on the consumer website or analytics dashboard.

• Social index · 2012

  Twitter Political Index

  Co-developed with Twitter, this index used social conversation and sentiment signals to compare the leading American presidential candidates. It represented Topsy's broader effort to turn large-scale public discussion into an interpretable indicator for media and political audiences.

• Entertainment social index · 2013

  Twitter Oscars Index

  Co-developed with Twitter, the Oscars Index compared social sentiment around nominees in six Academy Award categories, including Best Picture, acting categories, and Best Director. The reference material reports that its sentiment analysis correctly predicted five of the six award recipients.

• 2013Mashable SXSW Trendspotter

  United States

  Topsy and Mashable produced a mobile-enabled website for South by Southwest that analyzed Twitter activity in near real time. It displayed trending topics and identified startups, brands, bands, films, sessions, events, and related tweets, news, photographs, and videos attracting attention at the festival.

  Outcome. The project demonstrated Topsy's ability to package live social-data analysis for a major cultural and technology event.

  Source

• 2015

  Closure of public Topsy servicesStrategy

  Background

  After Apple's acquisition, Topsy remained publicly accessible for a period, but its standalone search and analytics service was later discontinued.

  Action taken

  Apple shut down the Topsy service on December 16, 2015, redirecting the website to an Apple support page about search functionality in iOS 9.

  Aftermath

  Topsy ceased operating as a public-facing brand and its independent products became unavailable.

  Source

• 2013

  Apple acquisitionM&A

  Background

  Topsy had developed a large historical Twitter index, social-ranking technology, analytics products, APIs, and expertise in public social data.

  Action taken

  Apple acquired Topsy Labs in December 2013.

  Aftermath

  Topsy's independent public services continued for a period after the acquisition but were ultimately shut down in December 2015.

  Reported acquisition value. Approximately US$225 million (December 2013)

  Source

• 2015

  Topsy services shut down[1]Topsy Labsen.wikipedia.org

  Other

  Topsy's public service was discontinued on December 16, 2015, and the website redirected users to an Apple support page related to search functionality in iOS 9.

• 2013

  Topsy announces comprehensive public-tweet search and analysis[1]Topsy Labsen.wikipedia.org

  Product launch · Product generation

  Topsy announced that its system would include every public tweet published on Twitter, strengthening its role as a historical search and analytics resource for Twitter conversations.

• 2013

  Apple acquires Topsy Labs[1]Topsy Labsen.wikipedia.org

  M&A

  Apple acquired Topsy in December 2013. The transaction was widely reported at approximately $225 million, although the parties did not publicly disclose an official purchase price in the cited reference.

1. 1Topsy Labsen.wikipedia.org
2. 2Archived Topsy official websiteweb.archive.org