Discoverability surfaces
Observability technique that follows a single request as it crosses multiple services, recording the timing and metadata of each hop. Standard format: OpenTelemetry (OTel). Tools: Datadog APM, Honeycomb, Grafana Tempo, Lightstep (now ServiceNow), Sentry Performance. Distributed tracing is the only effective debugging path in microservices architectures; without it, root-cause analysis devolves into log-grepping across dozens of services.
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.
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The Data Nerd. "Distributed Tracing." VC Deal Flow Signal Glossary, https://signals.gitdealflow.com/define/distributed-tracing.
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