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Discoverability surfaces
Investor right to receive their original investment (or a multiple of it) back before common shareholders see any proceeds in an exit. 1× non-participating preferred is the modern default — investor gets either their money back OR pro-rata share of proceeds, whichever is larger. Aggressive terms (2× or 3× participating preferred) create overhang for founders and employees; they appear in distressed rounds.
Programmatic SEO, AEO, GEO, AIO, and the schemas behind them.
A content strategy that generates hundreds or thousands of search-optimized pages from structured data using templates.
The practice of structuring website content so that AI assistants and large language models (LLMs) can accurately cite it when answering user questions.
An open protocol that allows websites to notify search engines (Bing, Yandex, Seznam, Naver, and others) about new or updated content in real time.
Structuring content so that answer engines — Google's People-Also-Ask, Reddit pull-quotes, Quora top answers, ChatGPT search results, Perplexity citations — can extract a complete, self-contained answer in 40–80 words.
The subset of GEO/AEO targeted specifically at Google's AI Overviews (formerly SGE).
A Schema.
JavaScript Object Notation for Linked Data — the W3C-standard syntax for embedding structured data in web pages.
A Schema.
This definition is published under CC BY 4.0. Cite as:
The Data Nerd. "Liquidation Preference." VC Deal Flow Signal Glossary, https://signals.gitdealflow.com/define/liquidation-preference.
The free Acceleration Watch turns terms like Liquidation Preference into five named, accelerating startups every Sunday — translated into plain English, 21 to 47 days before the deck circulates. No code-reading, no card.