Salience launches server-side AI crawler intelligence

// 1h agoPRODUCT LAUNCH

Salience launches server-side AI crawler intelligence

Salience analyzes CDN and server logs to show how search engines, AI crawlers, bots, and people access a website. It verifies crawler identities, surfaces errors and blocks, and provides APIs, CLI, and MCP access to request data.

// ANALYSIS

Salience targets a real blind spot in web analytics: JavaScript tools miss much of the machine traffic shaping search and AI visibility.

–Server-side collection captures requests that analytics scripts never see
–Verification against published IP ranges helps distinguish genuine crawlers from spoofed user agents
–Alerts connect crawler failures, status codes, and URL patterns to recommended fixes
–API, CLI, and MCP integrations make the data useful to developers and AI assistants
–Its value depends on reliable log integrations and careful interpretation; crawler requests do not prove indexing, training, answers, or citations

// TAGS

salienceobservabilitysearchdata-toolsapimcpdevtool

DISCOVERED

1h ago

2026-10-17

PUBLISHED

7h ago

2026-10-17

RELEVANCE

7/ 10

AUTHOR

Carl Hendy

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