---
title: What an AI agent reads on Consulta Médica Dr Santiago Guerra SL · The Direct Index
url: https://directindex.org/r/santiagoguerra.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/santiagoguerra.com) · scanned 2026-10-20

# What an AI agent reads on Consulta Médica Dr Santiago Guerra SL

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [santiagoguerra.com](http://www.santiagoguerra.com/), taken from the copy the scanner kept.

4,776

characters of text without JavaScript

Organization

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Santiago Guerra | AI Infrastructure & Strategy · language en. First 1,800 of 4,776 characters:

```
Santiago Guerra | AI Infrastructure & StrategySantiago Guerra.ApproachSolutionsAboutInsightsContactAI IN PRODUCTION | HIGH AVAILABILITYAI Engineering Reliable and Reproducible.I turn language models into measurable business processes - quality, cost, and latency under control. Consulting for companies that demand command over their data and outcomes.Book a DiagnosticView ApproachPredictableP95 < 1sAuditableEnd-to-end traceabilityEfficientOptimized costRecent CaseThe challengeRAG system with 3.2s (P95) and cost/query +40% MoM->The approach01Architecture and data audit02Search optimization (embeddings)03Intelligent cache + efficient contextOutcomeP95 340mslatency-52%cost/query3 wksdeliveryFrom PoC to ProductionYour PoC works.In production, it can fail.There is a real gap between a demo and production: real users, real data, and edge cases. That is where errors, latency, and unpredictable costs show up.My work begins where tutorials end: turning AI into reliable operations with metrics, control, and visibility.Reputational RiskIf the model invents financial or legal information, the damage is reputational. In production you need controls, evidence, and consistent responses.Broken Unit EconomicsWithout context control and smart reuse, cost per query scales with usage. What was a 'cheap demo' becomes an unsustainable margin.Unstable P99 LatencyAverages lie: a small % waiting 10-15s is enough to break the flow. In production, stability at the worst percentiles matters.Operational BlindnessWithout traces, metrics, and logs, incidents are solved blind. You need per-request visibility: cost, latency, sources, and failures.MethodologyPrecise Intervention.No generalities."Less complexity. More reliability."- Design Principle01Due Diligence & ArchitectureDeep diagnostic o
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | Santiago Guerra |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 2 (ContactPoint, EntryPoint, Organization, Person, SearchAction, WebSite) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/santiagoguerra.com) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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#### Use it

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#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```