AI Visibility Index / looker.com
Is Google Cloud visible to AI?
Looker is an enterprise platform for BI, data applications, and embedded analytics that helps you explore and share insights in real time.
74rank #460 of 538
6 issues holding Google Cloud back
llms.txt
No /llms.txt: the emerging standard map that tells LLMs and agents what your site is and where the key docs are.
→ Publish the generated llms.txt below at https://yoursite/llms.txt.
JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Descriptive title tag
"Looker business intelligence platform embedded analytics | Google Cloud" (71 chars)
→ Use a 15-70 char title: `Product: what it does for whom`.
Scannable section headings
1 H2 headings. LLMs chunk pages by headings.
→ Break the page into H2 sections: what it is, how it works, pricing, FAQ.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").
What Google Cloud gets right
Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Content visible without JavaScript · Meta description · One clear H1 · Open Graph tags · Language declared · Linked brand profiles · Machine-usable interface (API / MCP) · Pricing is machine-readable · Docs / help content linked
Work at Google Cloud? Fix every page, not just the homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and per-page JSON-LD.
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