Ospivia AI Visibility · Software & GEO Engineering

From AI search discoveryto direct hotel bookings.

Q: How are software licenses and engineering engagements quoted?

We do not apply one-size-fits-all rate cards or offer open-access automated scans. Every commercial proposal is tailored case by case following an initial consultation and preliminary domain assessment, calibrated to your web stack, booking engine complexity, international language markets, and single-property or group perimeter.

Q: Can you deploy the technical remediation without redesigning our website?

Yes. We engineer strictly the semantic, crawler, and machine-readable layers. Deliverables can be applied via an agency-ready implementation package or injected non-invasively at the Cloudflare Edge without altering visual design or touching internal PMS databases.

Q: What are the delivery timelines and contract terms?

The 24-Point Forensic Diagnostic Report is delivered within 5 business days; Turnkey Technical Remediation is engineered and verified in production within 10 business days. Software licenses are scoped to your requirements with no multi-year lock-in or silent auto-renewal.

The licensed telemetry platform and forensic engineering service connecting your hotel’s official website to ChatGPT Search, Google AI, Perplexity, and Claude — without altering visual design.

Book an Introductory Call Explore the Platform

24 VectorsForensic HTML, JSON-LD, WAF & DOM inspection

4 AI EnginesChatGPT Search · Google AI · Perplexity · Claude

Tailored ScopeBespoke proposals calibrated case by case

Executive Command Center · Ospivia AI Radar

Everything AI engines say about your hotel.
In real time.

Track Direct vs OTA Share of Model, intercept factual hallucinations on amenities and rates, and monitor your live /llms.txt and JSON-LD infrastructure every 6 hours.

ChatGPTGoogle AIPerplexityClaude

AI READINESS INDEX94 / 100Post-forensic remediation score

PROTOCOLLO /LLMS.TXT200 OK · UTF-8Zero X-Robots noindex headers

GRAFO SEMANTICO @GRAPH6 EntitàLodgingBusiness · Suite · Offer · FAQ

WAF & Latenza Bot IA142 ms6/6 AI User-Agents authorized

Sample Inspection Telemetry — 24-Vector Forensic Engine ( Licensed Demo View )

Multi-URL deep crawl

GEO-01

Structural /llms.txt validation & SEO plugin dump purge

Intercepts empty HTTP 200 plugin dumps lacking verified rates, policies, and direct booking URLs.

VERIFIED

GEO-04

Nested @graph JSON-LD Injection (Entity + Inventory + Offer + ReserveAction)

Binds inventory and pricing directly to the official transactional endpoint bypassing OTA intermediaries.

SYNCED

GEO-07

DOM numeric sanitization & booking calendar widget isolation

Prevents the opening 600 characters parsed by LLMs from being polluted by calendar digits and cookie banners.

CLEANED

How It Works · 4-Layer Architecture

Full-stack GEO engineering from Edge WAF to LLM answer synthesis.

We engineer the four technical layers that determine whether an AI model trusts and cites your official booking channel or routes your guest to an intermediary.

Select any of the 4 technical layers to inspect the engineering stack

LAYER 04 · AI ANSWER SYNTHESIS

Citation Lock & Share of Model Telemetry

Continuous telemetry of transactional answers synthesized by ChatGPT Search, Perplexity, Google AI Overviews, and Claude across high-intent buyer prompts.

telemetry-citation-lock.json

{
  "engine": ["chatgpt-search", "perplexity", "google-ai", "claude"],
  "primaryCitation": "official_domain_locked",
  "intermediaryLeakage": "0.0%",
  "hallucinationSentinel": "PASS (24/24 ground-truth facts)"
}

4 Major AI Engines Tracked
Multilingual Prompt Matrix
< 6h Factual Drift Alerting

Forensic Methodology · 24 Inspection Vectors

Surgical source-code remediation, documented line by line.

Every engagement produces production-grade technical artifacts deployable directly via Cloudflare Edge or in coordination with your existing web agency.

Certified /llms.txt & /llms-full.txt

Purging broken or noindex SEO-plugin dumps and authoring authoritative Markdown manifests engineered for direct ingestion by LLM answer engines.

UTF-8 · HTTP 200Ground TruthZero Boilerplate

Nested @graph JSON-LD Architecture

Engineering interconnected Schema.org graphs with persistent @id pointers: core entity, room/service inventory, direct Offer pricing, ReserveAction, and FAQPage.

Schema.orgOffer & SuiteReserveAction

Edge WAF & AI Crawler Unblocking

Live HTTP User-Agent verification for OpenAI, Perplexity, Anthropic, and Google crawlers to eliminate accidental CDN blocks while preserving security.

OAI-SearchBotPerplexityBotClaudeBot

DOM Sanitization & Snippet Hygiene

Isolating booking-engine calendar digit noise from opening DOM text, eliminating 3x carousel node duplication, and fixing sitemap Soft-404 traps.

Clean SSR DOMSnippet HygieneZero Soft-404

Anti-Hallucination Engineering

Structuring explicit operational facts (parking, access zones, elevators, EV charging, hours, policies) and disambiguating legacy directory collisions.

Entity ShieldVerified AmenitiesFAQ Schema

International Hreflang Symmetry

Full EN, DE, FR, IT, and ES hreflang reciprocity, hybrid URL cleanup, and localized structured metadata for high-spend international markets.

Hreflang MatrixEN · DE · FRDirect Conversion

Engineering Heritage · Independent Software Venture

From AI semiconductor testing culture to hospitality GEO engineering.

Ospivia is a completely independent software venture uniting ten years of frontline luxury hospitality operations with high-precision testing engineering — the same discipline used across Italy’s semiconductor testing ecosystem to validate microchips built for global Artificial Intelligence. Just as no AI processor enters compute without certifying every microscopic contact point, Ospivia inspects and certifies the 24 semantic contact points enabling ChatGPT, Google AI, Perplexity, and Claude to read a hotel’s official website without error.

Schedule an introductory briefing →

100% IndependentProprietary software platform built with complete architectural and corporate autonomy.

10 Years in HospitalityDirect operational background in independent and five-star luxury hotel properties.

24 Certified ContactsPoint-by-point verification across /llms.txt, nested JSON-LD, Edge WAF, and DOM layers.

Tailored B2B Solutions · Case-by-Case Proposals

Three modular solutions. Scoped case by case.

Every property and hospitality group operates a distinct web stack, booking engine, and international market mix: every commercial quote is tailored case by case following an introductory consultation.

SAAS SOFTWARE LICENSE

Ospivia Scanner & AI Radar

Tailored quoteCalibrated case by case to domain & markets

Dedicated licensed access to the proprietary 24-vector GEO scanner and continuous multi-engine AI citation telemetry.

Licensed multi-page 24-vector Forensic Scanner & schema generator
Weekly tracking across buyer prompts (EN, DE, FR, IT) on ChatGPT, Perplexity, Google AI & Claude
Direct Domain vs OTA Share of Model analytics
Ground-truth hallucination sentinel + 6-hour technical regression watchdog

TURNKEY ENGINEERING REMEDIATION

Full Forensic Remediation

Tailored quoteScoped case by case · 10 business days

Includes the complete Forensic Diagnostic Dossier, full production implementation, and ongoing AI Radar telemetry activation.

Complete Forensic Diagnostic Dossier on your live codebase
Authoring & verified deployment of /llms.txt and /llms-full.txt
Custom nested @graph JSON-LD (Entity, Rooms/Services, Offer, ReserveAction, FAQPage)
DOM calendar noise isolation, AI bot WAF unblocking & external profile alignment
Agency handoff package or non-invasive Cloudflare Edge injection + live QA

DIAGNOSTIC AUDIT & ADVISORY

24-Point Forensic Report

Tailored quoteScoped case by case · 5 business days

Deep engineering inspection of your domain with an executive line-by-line remediation dossier and dedicated briefing.

Manual + instrumental inspection across SEO, DOM, WAF, and AI engines
Exact mapping of crawler blocks, Schema.org gaps, Soft-404s, and OTA leakage
Live hallucination & citation audit across ChatGPT Search, Perplexity, and Google AI
Dedicated executive & agency briefing to prioritize technical actions

Tailored case-by-case proposals: no automated online card checkout and no rigid rate cards. Every commercial proposal is scoped case by case following a non-binding introductory call and domain feasibility review, calibrated to technical complexity, language markets, and single-property or group portfolio size as detailed in our service & privacy notice.

Technical & Commercial FAQ

Engineering clarity before deployment.

Why do AI answer engines send high-intent travelers to OTAs instead of our official website?

ChatGPT Search, Perplexity, Google AI Overviews, and Claude extract machine-readable ground truth rather than browsing visual layouts. When an official domain lacks a certified /llms.txt manifest, omits nested Offer and FAQPage JSON-LD schemas, or blocks AI crawlers at the WAF edge, LLMs default to OTA aggregators.

How are software licenses and engineering engagements quoted?