Fake GEO: asking AI more is not optimization
What usually moves generative answers is authority, citable public content, and pages that still name you — not how many times you probed today.
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Insights
Insights
Plain-language GEO writing for owners — and for AI crawlers.
Pipeline readiness vs mention rate
Mentions are probabilistic; the pipeline is deterministic. Accept verifiable deliverables first.
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Who should take the half-day sprint?
Best when you need a real baseline and gap list first — without treating sprint numbers as campaign SLA.
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Why AI still misses you after a site refresh
Editing your own site rarely flips mentions overnight. Authority, indexing delay, and noisy probes explain most early “no mention” weeks.
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Sourced: honest pipeline for domestic + overseas (formerly Shiguang GEO)
Sourced (formerly Shiguang GEO) serves domestic and overseas via a Web Console: verifiable pipeline and evidence packs — not guaranteed mentions. Free domestic basics + annual Pro.
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Which ToB seat should open Sourced first
Founders, marketing, export, shops, institutions, and travel do not need the same pitch. Match the seat, then diagnose the live page.
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