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title: "Search & Shopping Assistant Visibility · Monolir"
canonical: "https://monolir.com/seo-geo"
lang: "en"
---

# Visibility in Google and shopping assistants right where buyers compare options.

Within 48 hours we test your top 20 high-margin products or services across Google and answer engines to show where competitors capture ready-to-buy demand. You keep the roadmap, and we ship your technical foundation and commercial pages within 30 days or work at $0 until delivered.

> **SLA Guarantee:** Guaranteed 30-day delivery of technical foundation (/llms.txt, structured product schema, category and comparison pages) with day-90 verification of non-brand commercial search lift.

## Commercial visibility built around high-margin SKUs, not empty blog traffic

Informational vanity traffic rarely pays invoices. Our organic and shopping-assistant work targets the exact comparison and category queries buyers type right before purchasing:

1. **Top-20 high-margin gap map in 48 hours:** Checking which competitors get cited and ranked when buyers compare specifications, pricing, delivery windows and B2B terms in your category.
2. **Structured machine-readable catalog (`/llms.txt` + `Schema.org`):** Publishing verified pricing, stock, shipping and merchant trust attributes so search engines and shopping assistants cite accurate commercial facts.
3. **Commercial category and comparison pages shipped in 30 days:** Built directly from real product tolerances, buyer objections and verified customer outcomes.