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Growth idea action plan

Glasp SEO Guard before AI-search rewrite queue

Protect pages with real Google clicks from bulk AI-search rewrites, and remove pages with no organic or AI demand from the queue.

epic tacticmedium budget

Why this can grow a startup

The most dangerous part of an AEO project is not the new copy. It is the urge to rewrite everything at once. Glasp used an SEO Guard: pages with meaningful recent Google clicks were locked from rewriting, pages with neither organic nor AI interest were unpublished, and only the rest entered the rewrite queue. That gives the team a way to improve AI-search discovery without casually breaking pages that already work. It also keeps the corpus cleaner by removing pages nobody wants. The broader lesson is restraint. A growth team should know which pages are earning trust today before changing them for a channel that is still hard to measure.

Company example

Glasp locked pages with meaningful trailing Google clicks from rewriting, unpublished pages with neither organic nor AI interest, and sent the remaining pages into the rewrite queue.

Source and metric

Source: arXiv: Glasp AEO natural experiment · Browse arXiv: Glasp AEO natural experiment tactics

Google organic clicks to treated pages fell about 25%, close to the site-wide 20% decline, while impressions stayed near baseline and no deindexation was observed.

AI SearchSEOAnalyticsSEO Guardrewrite queueGoogle clicksdeindexation riskcontent pruning
GrowthDex operator note

When to use it

Use this when AI Search, SEO, Analytics is relevant to SEO Guard, rewrite queue, Google clicks and you can run a bounded test with a medium budget.

When not to use it

Do not use it as a substitute for customer evidence, a clear owner, or a measurable stop condition. Local platform rules and market behavior still need checking.

Founder checklist

  1. Read arXiv: Glasp AEO natural experiment and identify what is directly supported.
  2. Choose one channel context: AI Search, SEO, Analytics.
  3. Define the test around Google organic clicks to treated pages fell about 25%, close to the site-wide 20% decline, while impressions stayed near baseline and no deindexation was observed..
  4. Set an owner, evidence window, and stop condition before launch.

Explore the context

AI Visibility and Search GrowthAI SearchSEOAnalytics

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Advisory bridge

Apply this with an operator

Turn isolated search tactics into a crawlable visibility system tied to demand and proof.

Work with Ian