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blekko

Blekko was an American web search engine and social news platform founded in 2007 and publicly launched in beta on November 1, 2010, which emphasized human curation, social recommendations, and transparency in search engine optimization (SEO) to deliver more relevant results by filtering out spam and low-quality content.^[1]^[2]^[3] Developed by a team including Rich Skrenta, the creator of the first PC virus, along with co-founders Bob Truel, Bryn Dole, Greg Lindahl, Keith Peters, and Mike Markson, Blekko aimed to challenge dominant search engines like Google by prioritizing quality over quantity in results.^[1]^[4] Its core innovation was the slashtag system, allowing users to append topic-specific tags (e.g., "/news" or "/reviews") to queries, which applied predefined filters based on crowdsourced and algorithmic curation to narrow results to trusted sites and concepts.^[2]^[5]^[3] The company, headquartered in Redwood City, California, raised approximately $60 million in venture funding from investors including Netscape co-founder Marc Andreessen, investor Ron Conway, and Russian search giant Yandex, which contributed $15 million in a 2011 round.^[1]^[6]^[7] Blekko's approach was particularly noted for combating "content farms" and SEO-manipulated sites, displaying source transparency and vote counts for results to empower users.^[8]^[9] In March 2015, IBM acquired Blekko's web-crawling and data-filtering technology assets to enhance its Watson AI platform, after which the public-facing search service was discontinued and the company ceased operations as an independent entity.^[10]^[11]^[12] By 2025, Blekko is listed as a deadpooled company, with its innovations integrated into enterprise AI tools rather than consumer search.^[6]^[1]

History

Founding and Early Development

Blekko was founded in mid-2007 by Rich Skrenta, a prominent Silicon Valley entrepreneur and programmer best known as the co-founder of Topix, a leading online news aggregator, and the creator of GnuHoo, the precursor to the Open Directory Project. The founding team included experienced engineers, among them former Google employees such as David DesJardins and Jeremy Wenokur, who brought expertise in search technology to the venture. Skrenta's vision centered on addressing perceived shortcomings in major search engines by emphasizing curated, high-quality results to filter out low-value content.^[1]^[13]^[14] The company secured its initial angel funding round later that year, raising $2 million from Baseline Ventures, along with investments from the two ex-Googlers who joined the team. This seed capital supported early operations during a period of stealth development. In May 2008, Blekko closed a $3 million Series B equity round at a $23 million post-money valuation, led by Marc Andreessen—co-founder of Ning—and Ron Conway of SV Angel, with participation from prior investors including SoftTech VC and Western Technology Investment. These funds enabled the expansion of infrastructure and talent acquisition.^[13]^[15]^[16] From 2007 to 2009, Blekko operated in stealth mode, concentrating on constructing a robust search index by crawling approximately 3 billion trusted webpages selected for their reliability and relevance. This groundwork was specifically designed to mitigate issues like spam and content farms—sites producing algorithmically generated, low-quality articles for traffic and ad revenue—by prioritizing human-curated filters over unverified mass indexing. During this phase, the foundational concept of slashtags emerged, allowing users to refine searches with topic-specific tags for more precise results. In July 2009, the company raised an additional $11.5 million in a Series C round from U.S. Venture Partners (USVP) and CMEA Capital, further bolstering its technical development.^[17]^[18] Over the ensuing years, Blekko continued to attract investment, culminating in approximately $60 million raised across 10 funding rounds by 2015, reflecting sustained confidence in its anti-spam search approach from a diverse group of venture firms and angels.^[19]

Launch and Operations

Blekko publicly launched its search engine on November 1, 2010, as an open beta service following a period of private testing, with a core emphasis on delivering spam-free results to differentiate from dominant players like Google.^[21] At launch, the platform indexed approximately 3 billion web pages deemed high-quality, restricting results to the top relevant sites per query to minimize irrelevant or manipulated content.^[17] Initial beta testing involved around 8,000 users who had created over 3,000 slashtags, enabling early community-driven curation of search results.^[22] By early 2011, Blekko expanded access fully to the public and introduced operational enhancements, including auto-firing slashtags for high-volume categories such as health, finance, cars, and hotels, which automatically refined queries to provide pre-curated, spam-reduced results without user intervention. In January 2011, the company launched its Spam Clock tool, a real-time counter estimating that 155 million spam pages had been created on the web since January 1 of that year, highlighting the growing challenge of search pollution.^[23] These developments supported rapid scaling, with the user base growing from about 575,000 in March 2011 to over 750,000 unique visitors by April, conducting more than 50 million searches monthly, and the index expanding to 3.5 billion URLs.^[24]^[25] Successive funding rounds, totaling over $30 million by mid-2011, facilitated this infrastructure growth and feature rollouts.^[26] Blekko operated on a freemium business model, offering free basic search access to all users while providing premium subscriptions for power users seeking advanced SEO tools, higher query limits, and enhanced analytics starting in 2012.^[27] The company also forged partnerships for its API, allowing developers and third-party services to integrate Blekko's search capabilities under throttled usage terms, with paid tiers for higher volumes to support enterprise applications.^[28] This approach enabled sustained operations through 2014, as the platform handled millions of daily queries from a user base exceeding 12 million by 2013.^[29]

Acquisition and Shutdown

On March 27, 2015, IBM announced the acquisition of certain technology assets from Blekko, Inc., for an undisclosed amount, with the primary goal of enhancing the natural language processing and search capabilities of its Watson platform.^[30]^[10] The deal targeted Blekko's expertise in web crawling, content categorization, and intelligent filtering, which IBM intended to integrate to improve Watson's handling of large-scale data for enterprise applications.^[19] Following the acquisition, which closed on the same day, Blekko's public search service was officially discontinued, and the blekko.com domain began redirecting users to an IBM announcement confirming the technology transfer and team integration.^[31]^[19] This marked the end of Blekko as an independent consumer-facing search engine, shifting its contributions to internal IBM development. Blekko's Slashtags system and related curation tools were incorporated into Watson, enabling more refined enterprise search functionalities through expert-curated topic collections and spam-resistant indexing.^[32] Key personnel from Blekko, including founder and CEO Rich Skrenta, joined IBM to lead web-scale crawling and machine learning efforts on Watson projects.^[33] Prior to the acquisition, Blekko had raised approximately $60 million in venture capital, providing the financial stability that made it an attractive target for integration into a major platform like Watson.^[1]

Technology

Core Search Mechanism

Blekko operated as a crawler-based search engine that built its index by systematically fetching and storing content from the web using its proprietary ScoutJet crawler. This crawler prioritized highly ranked sites, allocating crawl budgets through heuristics to focus on quality content while covering approximately 3 billion webpages deemed trustworthy.^[34]^[21] The indexing process emphasized efficiency, employing NoSQL database structures with combinators for atomic operations like counting and ranking, enabling scalable storage across clusters of hundreds of servers handling around 100 terabytes of data at launch.^[35] To combat spam and low-quality content, Blekko's core mechanism integrated human oversight with algorithmic filters applied during crawling and indexing, excluding sites associated with content farms and manipulative SEO practices. Unlike Google's reliance on PageRank's purely algorithmic link-based ranking, Blekko depended on expert-curated whitelists of trusted domains to ensure results drew from verified, high-value sources, thereby reducing the inclusion of spammy or irrelevant pages in the index.^[17]^[34] This curation process involved pre-validating site quality through editorial review and automated detection, filtering out over a million known spam domains by early 2011.^[36] A key aspect of Blekko's design was its commitment to transparency in result generation, where search outputs were derived from a visible stack of filtered sources, allowing users to inspect the specific site lists contributing to rankings. This approach provided clarity on how results were compiled, contrasting with opaque black-box algorithms in competitors. At launch in 2010, the engine targeted faster and cleaner performance by restricting results to the top 50 sites per query across predefined categories, minimizing clutter while maintaining relevance.^[37]^[34] Slashtags served as an optional refinement layer atop this foundational index.

Slashtags System

The Slashtags system was Blekko's core innovation for refining search queries through human-curated filters, consisting of tags prefixed with a forward slash (e.g., /recipes) that restricted results to predefined lists of trusted websites.^[38] These tags were collaboratively developed by Blekko's team, domain experts, and users, enabling topic-specific searches by excluding spam and irrelevant sources from broader web results.^[39] By integrating slashtags directly into the core search mechanism, Blekko allowed users to append them to any query for immediate filtering, such as "chocolate cake /recipes" to retrieve only recipe-focused sites.^[40] Slashtags were created in two primary ways: Blekko provided thousands of pre-built tags at launch in November 2010, often curated by experts for popular topics like news or blogs, while registered users could generate custom ones by signing up and manually assembling site lists.^[41] The creation process emphasized community involvement, with users adding or editing sites within a slashtag's whitelist and relying on voting mechanisms or expert oversight to ensure quality and relevance before promotion to the public directory.^[38] This democratic approach aimed to scale curation beyond Blekko's internal resources, fostering "topic engines" tailored to niche interests.^[34] In terms of functionality, slashtags operated by limiting searches to the curated site lists associated with each tag, thereby improving result precision and reducing exposure to low-quality content.^[42] Certain slashtags auto-applied to queries in sensitive categories—for instance, /health automatically activated for medical searches like "cure for headaches" to prioritize reliable sources and mitigate misinformation risks.^[40] Additional built-in shortcuts enhanced usability, such as /view to display the underlying site list for transparency or /date to sort results chronologically, allowing users to combine multiple slashtags (e.g., "chocolate cake /recipes /date") for layered refinement.^[43] By early 2011, users had generated over 100,000 slashtags since launch, demonstrating the system's rapid growth and its role in enabling specialized "topic engines" for diverse queries like niche recipes or viewpoints.^[40] This scale underscored Blekko's vision of a crowdsourced alternative to algorithmic search, where slashtags evolved into a vast, user-maintained repository for precise information retrieval.^[4]

Features and Tools

The Blekko browser toolbar was introduced in March 2011 as a free downloadable extension initially available for Internet Explorer 8. It was subsequently expanded to support Firefox and Chrome, providing users with an integrated way to access Blekko's search capabilities directly within their browsers. The toolbar functioned by overriding the browser's default search engine and homepage settings to direct queries to blekko.com, streamlining the transition to Blekko's ecosystem.^[44]^[45]^[46] Key functionalities included quick access to slashtags for refining searches, such as applying topic-specific filters with a single click, along with tools for viewing real-time SEO data like inlinks and site rankings, and marking suspicious sites as spam during browsing. This integration allowed for on-the-fly customization of results without needing to visit the main Blekko website, offering users efficient one-click searches and enhanced control over content relevance. The toolbar also supported result previews to give immediate visual insights into search outcomes, reducing the need for additional clicks.^[44]^[45] While beneficial for dedicated Blekko users, the toolbar required manual installation and could occasionally conflict with other browser extensions or security software, potentially leading to performance issues or unwanted redirects in some setups. Following Blekko's acquisition by IBM in March 2015, the service and its associated tools, including the toolbar, were discontinued shortly thereafter.^[47]^[31]

Spam Detection Tools

Blekko implemented several specialized tools to detect and mitigate web spam, aiming to provide cleaner search results than traditional engines by leveraging both automated filters and human input. These tools focused on identifying low-quality, manipulated, or advertisement-heavy content that often dominates search rankings. One prominent feature was the Spam Clock, launched in January 2011, which served as a real-time counter estimating the creation of new spam pages across the web. Based on data from Blekko's web crawler, the tool calculated that approximately 155 million spam pages had been generated since January 1, 2011, by early that month, with an ongoing rate of about one million spam pages per hour. This visualization highlighted the scale of the spam problem and pressured competitors like Google to address it more aggressively.^[23] Blekko's curation process relied on community and expert voting to identify and blacklist spammy sites, integrating these decisions directly into search results to exclude flagged domains. Registered users could label sites as spam based on visible IP addresses and other metadata, contributing to crowdsourced lists that blocked problematic content. By March 2011, this system had excluded over 1.1 million websites identified as "AdSpam" domains, primarily those overly reliant on advertisements without substantive value. Additionally, Blekko banned major content farms such as eHow.com and Experts-Exchange.com from its index following user and editorial votes, removing the top 20 most-reported spam sites entirely.^[9]^[36]^[48]^[49] Beyond voting, Blekko employed automated detectors to exclude content farms and flag manipulated results in spam-prone categories. The engine automatically filtered out results from known low-quality sources in areas like health, finance, cars, and hotels, where SEO manipulation was rampant, ensuring these topics showed primarily high-quality sites. Slashtags enabled targeted flagging by allowing users and experts to create curated lists that bypassed spammy domains in specific verticals, such as health and finance, by restricting searches to vetted sources. This combination rendered certain categories, including health queries, effectively spam-free through human-curated exclusions.^[50]^[51] These tools contributed to Blekko's reputation for delivering search results with significantly less spam and low-quality content compared to Google, as noted in contemporary reviews, by prioritizing transparency and user-driven quality control over sheer index size.^[52] Blekko incorporated social features to enhance user engagement and personalization, primarily through integrations with major platforms like Facebook and Twitter. Users could connect their Facebook accounts via Facebook Connect, enabling the /likes slashtag to filter search results to websites or pages liked by their friends, thereby leveraging social graph data for more relevant outcomes.^[53]^[3] This allowed individuals to "like" specific search results, which were then added to their personal /likes slashtag for future queries, fostering a form of social curation.^[53] For Twitter, Blekko supported options to incorporate tweets into searches and enabled sharing of slashtag-curated results directly to the platform, aligning with its syntax similarities to Twitter lists.^[54]^[55] Additionally, user profiles facilitated the creation and sharing of custom topic engines via slashtags, where individuals could build, follow, and collaborate on specialized search refinements.^[56]^[49] Blekko launched its API in 2011 to support developer access, permitting the embedding of its search functionality and slashtags into third-party applications and websites.^[57] The API provided simple bindings for search queries, requiring an API key for usage, and was designed for programmatic integration of Blekko's curated results.^[58] A free tier included rate limits, such as one query per second, to manage usage while encouraging broader adoption among developers building custom tools.^[59] This API extended Blekko's ecosystem, allowing external services to leverage its spam-reduced index and slashtag system without direct user interface dependency.^[28] Community aspects of Blekko emphasized collaborative curation, particularly around slashtags, to improve result quality through user input. A voting system enabled participants to upvote or influence the inclusion of sites in slashtags or "Grep the web" tools, where community votes helped prioritize and refine search outputs.^[60] Users could collaborate on slashtag development, sharing custom engines and contributing to collective topic refinements, which promoted a social layer of human oversight.^[61] While no dedicated forums were highlighted, these mechanisms created an interactive environment for ongoing community-driven enhancements to search accuracy.^[49] Blekko launched mobile apps in 2011 for iOS and Android, which allowed users to perform slashtag-based searches and access SEO data on the go. The API further supported mobile development, enabling developers to integrate its search capabilities into third-party apps. These integrations extended Blekko's reach to mobile users, focusing on core search portability rather than comprehensive native app features.^[57]^[62]^[63]

Reception and Legacy

Critical Reviews

Upon its launch in late 2010, Blekko garnered positive attention from technology columnist John Dvorak of PC Magazine, who described it as "the best out-of-the-chute new engine I've seen in the last 10 years" due to its effective spam-tagging system that allowed users to flag and reduce commercial clutter in results.^[64] Dvorak also commended its transparency features, such as displaying IP addresses for sites and providing detailed SEO metrics like rankings and inbound links, which offered users and site owners unprecedented insight into search mechanics.^[64] Mixed critiques emerged regarding usability and features. PC Magazine reviewer Jeffrey L. Wilson approved of certain search results, particularly those refined by slashtags, which delivered accurate and curated information for specific queries like technology topics.^[44] However, he criticized the integrated social networking elements, such as user profiles and sharing tools, as unnecessary distractions that "bog down the search experience" and were better suited to dedicated social platforms.^[44] Similarly, TechCrunch noted that while slashtags enabled innovative niche filtering.^[65] Broader media coverage highlighted Blekko's innovative curation model. The Atlantic referred to it as the "Wikipedia of search engines" for relying on human-curated slashtags to deliver high-quality, spam-free results tailored to viewpoints or topics.^[4] Reuters emphasized its "human-touch" approach, where community input helped refine searches, though it raised doubts about scalability against Google's dominance.^[66] Early user feedback reflected these divides, with adopters praising Blekko's strength in niche and specialized searches that provided deeper, bias-filtered insights unavailable on mainstream engines.^[65]

Industry Impact

Blekko's slashtags system introduced a novel approach to search curation by enabling users and experts to apply tags that filter results to trusted sources, thereby reducing spam and enhancing relevance through human oversight. This user-driven tagging model marked an early innovation in transparent search mechanics, allowing customization that went beyond algorithmic opacity. By emphasizing community-vetted vertical searches in areas prone to low-quality content, such as health and finance, Blekko laid groundwork for hybrid human-AI curation strategies in subsequent search technologies.^[38]^[9]^[21] The system's influence extended to partnerships that demonstrated its practical value, including a 2010 collaboration with DuckDuckGo, where Blekko powered specialized search results to bolster privacy-oriented alternatives to mainstream engines. This integration highlighted the potential of curated tagging to support niche, spam-resistant queries, inspiring similar user-control features in privacy-focused and enterprise search environments. In enterprise contexts, Blekko's focus on expert moderation prefigured tools for domain-specific knowledge filtering, though direct adoptions varied across platforms.^[67]^[68]^[49] Following its 2015 acquisition by IBM, Blekko's core technologies—advanced web crawling, categorization, and intelligent filtering—were incorporated into the Watson platform, strengthening its semantic search functionalities for natural language processing and knowledge retrieval. This infusion supported Watson's development as an enterprise AI tool, contributing to broader advancements in AI-driven search engines that prioritize contextual understanding over the 2010s and into the 2020s. The acquisition exemplified how specialized search innovations could scale within larger AI ecosystems, enhancing capabilities for semantic analysis in business applications.^[19]^[31]^[10] Blekko's proactive spam mitigation, including the blocking of 1.1 million domains via its AdSpam system and high-profile bans like that of eHow, spotlighted pervasive content quality issues in web search. This advocacy correlated with Google's 2011 algorithm adjustments aimed at demoting low-value, automated content, underscoring Blekko's role in pushing industry-wide improvements to result integrity. With total funding of approximately $56 million from prominent investors and its eventual integration into IBM Watson, Blekko validated the commercial potential of alternative search models challenging dominant players. As of 2025, the Blekko service remains defunct since its 2015 shutdown, but its emphasis on transparent, curated search endures as a historical benchmark in discussions of search evolution.^[36]^[69]^[70]^[71]^[11]

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Blekko: Bad Name, Better Search Engine Than Google?
Blekko has already been called a better search engine than Google because it doesn't have the same amount of spam and low-quality sites ...Missing: launch expansion
[53]
Blekko Goes Social, Now Lets You Search Sites Your Friends Have ...
Dec 15, 2010 · As of today search engine Blekko has made search a little bit more social, letting users log in through Facebook and using Facebook API data ...Missing: Twitter | Show results with:Twitter
[54]
Blekko Challenges Google, Yahoo, Bing for Search Engine Share
Blekko launched Nov. 1, promising a new, curated form of search customized by its users, with an assist from the type of machine-generated algorithm search ...
[55]
Blekko search: first impressions - The Economist
Aug 12, 2010 · Blekko slashtags are a lot like Twitter lists (indeed, they have the same syntax: my Twitter lists are at twitter.com/glichfield/[listname], and ...
[56]
Google And Blekko Head-To-Head: Blekko Lives To Fight Another Day
Nov 1, 2010 · Google does a slightly better job with the query “elections” than Blekko, offering links to news articles among the top results. Otherwise ...Missing: 60-70% | Show results with:60-70%
[57]
Displaying results from search API - python - Stack Overflow
Jul 3, 2012 · I want to get the user to fill in a search form, the term they search for is sent to my python script which should send the query to the blekko API and output ...What free/paid search API's allow for programmatic querying and ...JSON PHP parsing search API - Stack OverflowMore results from stackoverflow.com
[58]
blekko · PyPI
This module provides simple bindings to the Blekko API. To use the API, contact Blekko for an API key. This module currently only supports search queries ...
[59]
Ask HN: Does anyone find Google "search API" rate limiting annoying?
Feb 4, 2013 · There are a bunch of free and open-source apps using blekko's search API. We do ask that you keep free usage down below 1 query per second, and ...
[60]
PubCon Live: Whats New at Bing and Blekko?
Nov 10, 2011 · Below is live coverage of the Whats New at Bing and Blekko? panel from the PubCon 2011 conference. Disclaimer: The coverage is brought to ...Missing: system | Show results with:system
[61]
Community curation of the blekko.com programming slashtags
Feb 1, 2011 · Blekko's community manager Cheralyn will facilitate the process of getting these folks set up to make edits.
[62]
Blekko Launches Mobile Apps For iPhone, Android
Jan 31, 2011 · The site that bought you the “spam clock,” has launched mobile apps for the iPhone and Android. It's a logical and even necessary step for Blekko.Missing: 2012 | Show results with:2012
[63]
Blekko Goes Mobile with Android and iPhone Apps
Jan 31, 2011 · Blekko has launched new mobile apps for iPhone and Android, which include the search engine's /date functionality and the ability to mark search ...Missing: support | Show results with:support
[64]
Blekko: The Newest Search Engine - PCMag UK
Nov 1, 2010 · Blekko.com, a new search engine that uses human input to help it sort out the world, is getting a lot of press today, including a lot of ...
[65]
What Can You Do On Blekko That You Can't Do On Google? (TCTV)
Nov 3, 2010 · You can read more about Blekko in “TechCrunch Review: The Blekko Search ... Read a preview of our conversation below, edited for length and ...Missing: toolbar | Show results with:toolbar
[66]
Search engine Blekko to rely on the human touch | Reuters
Nov 1, 2010 · Blekko has raised $24 million in funding as it has developed its product over the past three years, with angel investors including Marc ...
[67]
Blekko & DuckDuckGo Partner On Search Results
another upstart […].Missing: curation tagging models
[68]
Blekko Team Up with DuckDuckGo - Search Engine Watch
Nov 24, 2010 · Blekko will now power DuckDuckGo's search results for the following categories of searches: health, colleges, autos, personal finance, lyrics, ...Missing: influence curation models enterprise
[69]
Blekko bans eHow from search results - The Drum
Searchers can currently flag dodgy results as spam and it is these results which have prompted eHow's dethroning, featuring in users top 20 spam sites.
[70]
Google changes algorithm to fight search spam - The Mercury News
Feb 24, 2011 · Blekko, a Redwood City search startup that allows users to customize their search results, several weeks ago began blocking all results from the ...
[71]
Blekko - Products, Competitors, Financials, Employees ... - CB Insights
What is Blekko's latest funding round? Blekko's latest funding round is Asset Sale. How much did Blekko raise? Blekko raised a total of $56M.