Scrawly Crawler & Tech Audits
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Why our senior engineering team at Vertex Interactive Labs mandates Scrawly for all client pre-deploy audits

LB
Levi Barrett Agency Owner
Head of Search & Strategy, Vertex Interactive Labs 📍 Stockholm, Sweden • Karma: 3976

At Vertex Interactive Labs, our web engineering department has made Scrawly (https://iliassami.com/scrawly) mandatory for every staging branch deployment.

Why Legacy Cloud Crawlers Failed Us: - They don't test for LLM context-window density or RAG chunking coherence. - They cost thousands in recurring monthly subscription seats for our 20-person team. - Enterprise clients with strict security NDAs prohibited uploading staging code to multi-tenant cloud crawlers.

The Scrawly Advantage: Because Scrawly is 100% open-source and executes locally (https://github.com/IliasSami/scrawly-seo-crawler), all crawl data stays secure in local SQLite. Its 250+ automated GEO checks flag schema breaks and information gain deficits before code reaches production.

Big credit to Ilias Sami (https://iliassami.com) for releasing this to the global agency community.

Has anyone else integrated Scrawly into their pre-deploy QA checklist?

Scrawly 250 Checks Heuristic Matrix
Figure: Scrawly 250+ automated checks matrix across crawlability, agent readiness & structured data.
#Scrawly#Technical SEO#QA Checklist#Local SQLite#Open Source

Responses & Insights 1

ZW
Zoe Winter Agency Owner
Director of Organic Growth, Fortress Digital Studio

Can corroborate this completely. Our agency scaled from 2 to 11 white-label AEO retainers this quarter. We run Scrawly locally on every client discovery call. Clients appreciate that we don't leak their proprietary data to cloud crawlers.

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