AI search visibility report · 2026-06-22
How AI assistants see weatherford.com
weatherford.com has an AI visibility score of 34/100. The site passed 9 of 34 tests. Its strongest areas are Citation & Source Quality and Technical Accessibility. The areas to improve are Content Freshness and Schema.org Markup.
How ChatGPT, Claude and Perplexity read weatherford.com
Readability30/100
Result: weak. 0 of 4 tests passed.
Extremely poor readability scores due to fragmented navigation text being parsed as single long sentences.
Schema.org Markup0/100
Result: weak. 0 of 5 tests passed.
Total absence of JSON-LD or any structured data markup.
Authority & Trust Signals24/100
Result: weak. 1 of 5 tests passed.
Basic contact info is present, but the site lacks structured publication dates, author credentials, and social proof schema.
Citation & Source Quality62/100
Result: average. 2 of 4 tests passed.
Good use of inline links and superscript citations, though outbound links to high-authority third-party domains are limited.
Content Freshness0/100
Result: weak. 0 of 4 tests passed.
No publication or modification dates are detectable in metadata or visible text.
Content Structure58/100
Result: weak. 2 of 4 tests passed.
Severe heading hierarchy issues (33 H1s) and poor paragraph structure (avg 8 words) hinder logical parsing.
Entity Definition43/100
Result: weak. 2 of 4 tests passed.
About page exists, but lack of Organization and Person schema prevents clear entity-relationship mapping for LLMs.
Technical Accessibility60/100
Result: average. 2 of 4 tests passed.
Excellent AI crawler access and JS-independent content, but meta tags are placeholders.
How weatherford.com can improve its AI visibility
- Implement Core JSON-LD Schema (high priority)
- Fix Heading Hierarchy (33 H1s detected) (high priority)
- Establish Authoritative Bylines (medium priority)
- Optimize Meta Descriptions (medium priority)
- Add Explicit Freshness Signals (low priority)
How weatherford.com compares to its competitors
- SLB (Schlumberger) (slb.com) — score 55/100
- Halliburton (halliburton.com) — score 47/100
- Baker Hughes (bakerhughes.com) — score 54/100
- NOV Inc. (nov.com) — score 45/100