DEEP OCEAN RESEARCH №001

How did 24 Swiss private clinics respond to technical site checks?

This archived sample sent ordinary-IP HTTP requests carrying seven crawler user-agent strings to 24 Swiss private clinics, then checked selected site files and homepage markup. Seven sites returned a non-200 response to at least one simulation while the Googlebot reference request returned 200. The test does not show whether a real crawler reached, parsed, indexed, cited, or recommended any site.

24 Swiss private clinics scanned 7 user-agent simulations 4 Jul 2026 · Switzerland Aesthetics · dental · fertility · dermatology

Archived 2026-07-11. Reports 001 to 003 used an earlier technical site-check protocol. They remain online as dated records with later evidence-boundary corrections and are delisted from search. Missing llms.txt or machine-readable files is a recorded hygiene condition, not evidence of citation impact.

Related historical records include the US software field sample, Deep Ocean's dated AI Citation Index, and the archived report on Swiss law firms and fiduciaries. Deep Ocean currently has no commercial offer.

KEY FINDINGS
88%
21 of 24

publish no llms.txt and no machine-readable brief. That is a recorded hygiene condition. This sample did not test citation impact, and current evidence does not support these files as standalone citation levers.

62%
15 of 24

publish no structured Organization entity in the markup checked by this historical scan.

54%
13 of 24

triggered at least one historical alert rule: a non-200 ordinary-IP user-agent simulation or no structured Organization record. The rule did not establish retrieval impact.

29%
7 of 24

returned a non-200 response to at least one request carrying an AI-related crawler user-agent while the Googlebot reference request returned 200, in one test from our location.

TECHNICAL SITE CHECKS

Five observed site conditions

This historical report recorded selected site files, homepage markup, and ordinary-IP HTTP responses from one location and date. It did not measure real-crawler access, parsing, indexing, retrieval, citations, or recommendations.

Share of Swiss private clinics with each gap

Percentage of 24 Swiss private clinics scanned, 4 Jul 2026.
No llms.txt brief88% · 21/24
No machine-readable business entity62% · 15/24
At least one historical alert rule54% · 13/24
Zero structured data at all46% · 11/24
Non-200 for at least one crawler user-agent29% · 7/24
USER-AGENT SIMULATION

Non-200 responses in user-agent simulations

Each site received seven ordinary-IP requests carrying crawler user-agent strings. The results show the HTTP responses returned from our test vantage, not whether the real crawlers reached the sites.

Share returning a non-200 response to each crawler user-agent

Non-200 response to the engine's user-agent · 24 Swiss private clinics.
Claude · ClaudeBot29% · 7/24
ChatGPT · GPTBot17% · 4/24
ChatGPT Search · OAI-SearchBot17% · 4/24
Perplexity · PerplexityBot17% · 4/24
Google AI · Google-Extended17% · 4/24
3 of 24 sites (12%) returned a non-200 response to every user-agent simulation, including the Googlebot reference request. That pattern is consistent with broad bot protection or other server behavior from this vantage. Other sites returned a non-200 response to one crawler user-agent simulation while answering others.

Methodology

SAMPLE
24 private, cash-pay clinics in Switzerland (aesthetics, dental, fertility, dermatology) across Zurich, Geneva, Lausanne, Lugano and St. Gallen. Hospital groups and directories excluded. Clinic names are withheld; only aggregate figures are reported.
WHAT WE TESTED
Ordinary-IP HTTP responses to 7 crawler user-agent simulations, presence of llms.txt, robots.txt and sitemap.xml, and homepage structured data (JSON-LD types, including whether a business entity is declared).
CRAWLERS
GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended, plus Googlebot and Bingbot as reference.
HOW
Every measurement is a single HTTPS request, and the report lists the exact curl command behind each one so a business's own web team can re-run it. A later run can return a different response; server behavior varies with IP, location, time, CDN, and WAF rules.
DATE
4 Jul 2026, single run.

Scope and limits

  • This records ordinary-IP HTTP responses to requests carrying user-agent strings and selected site-file and homepage-markup conditions. It does not show whether real crawlers reached, parsed, indexed, cited, or recommended a site.
  • Requests were made from a single vantage on one date. A non-200 response may reflect transient timeouts, rate limits, geographic rules, CDN or WAF behavior, or another server condition. It is not proof of a permanent block.
  • Structured-data checks read the homepage only. An entity declared on a deeper page would not be counted here.