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Ark

The business, the turning points, and the decisions behind them.

Founded2012
Event year2015

01 / WHAT IT BUILT

What the company did

Ark was a San Francisco people-search engine founded in March 2012 by Patrick Riley, Yiming Liu and Don McChesney, part of Y Combinator's Winter 2012 cohort. At ark.com it indexed over a billion social profiles across Facebook, LinkedIn, AngelList and other networks, letting users search for new people, old classmates and business contacts with up to 30 layerable filters. It generated 234,000 signups in its first month.

02 / Ark FAILURE REASONS

Failure reasons

Ark was built on other companies' data, and the platforms it depended on turned hostile. Facebook cut off data access and launched Facebook Graph Search as a direct competitor, undermining the product's supply. Meanwhile the core promise — personalizing search across a billion profiles — proved costly to scale, and recommendation quality never became the defensible moat the team had bet on. With its data pipeline choked and incumbents closing in, Ark ceased operations in July 2015.

03 / EVENT HISTORY

Events in the structured record

  1. Company founded

    Patrick Riley, Yiming Liu and Don McChesney found Ark in San Francisco in March 2012, entering Y Combinator's Winter 2012 cohort and launching ark.com in private beta.

  2. Seed funding raised

    Ark raises a $4.2 million seed round in April 2012 from Andreessen Horowitz, Greylock Partners and SV Angel, reaching the finals of TechCrunch Disrupt NYC.

  3. Operations ended

    Ark ceases operations in July 2015 after losing platform data access and facing direct competition from Facebook Graph Search.

04 / CONTEMPORARY REBUILD ASSESSMENT

Difficulty of rebuilding this project today

Material for this section is being gathered and checked. It will appear here once ready.

Rebuild difficultyPending assessmentNot completed
Scoring basisNot completed
ScalabilityPending assessmentNot completed
Scoring basisNot completed

Overall assessment: Not completed

05 / CAUSAL CHAIN

How the factors connect

  1. 01

    People search engine: 1B+ social profiles, 30 filters

  2. 02

    YC W12; $4.2M seed (a16z, Greylock, SV Angel); 234K first-month signups

  3. 03

    Facebook cuts data access; Graph Search competes directly

  4. 04

    Costly personalization at scale; operations end July 2015