“Aldo showed me what was actually broken — not opinions, real data. Three months later my clinic appears in places I didn’t know existed, including ChatGPT.”
Dr. Oscar Cervantes Bariatric Surgeon · Hospital Ángeles Lomas & Santa Mónica, CDMX
Dr. Cervantes operates out of two Hospital Ángeles locations in Mexico City — Lomas and Santa Mónica. The credentials were there. The reputation was there. The website wasn’t doing its job.
When we ran the first audit, the site was getting roughly 60 organic visits a month. Image filenames were a mess. The WhatsApp number conflicted between two pages. The home page took over 14 seconds to render on mobile. Google Business Profile wasn’t even connected. There was no schema markup of any kind — no Physician, no MedicalBusiness, no FAQPage.
To both Google and modern AI search engines, the site was essentially invisible.
Most agencies try to do everything at once. We built the foundation first, then layered authority on top of it. The order matters: content doesn’t rank if the technical layer is broken, and AI engines won’t cite a site they can’t crawl cleanly.
Cleaned the bones of the site so search engines and LLMs could actually parse it.
Long-tail keyword research aimed at how Mexican patients actually search for bariatric surgery.
Structured the site so ChatGPT, Perplexity, and Gemini could quote it cleanly and confidently.
Two surgical locations, two separate Maps strategies — wired into one knowledge graph.
Google Search Console shows clicks up 169% comparing the trailing 90 days against the previous period — clean upward trend, not a single-event spike.
Total search impressions up 89% — meaning Google is showing the site to almost twice as many people for relevant queries as it was three months ago.
The single most valuable category-defining keyword in Spanish for this practice. Average position 1.0 in GSC — that’s the top spot, every time.
Wix Analytics’ AI Visibility tracker detected 65 distinct ChatGPT queries pulling from the site in the last 30 days, growing 27% month over month.
Inside Google, the trend line is clean and unambiguous. Outside Google is where it gets interesting. ChatGPT crawls the site almost daily. The home page alone accounts for 91% of those AI consultations. When a Spanish-speaking patient asks an LLM about bariatric surgeons in Mexico City, Dr. Cervantes’ site is part of the answer — even though the LLM almost never sends a click back.
This is the rare position most clinics will be playing catch-up on for the next 18 months. The site is being read, parsed, and cited by an AI engine that hasn’t even fully turned on visible source links yet. When OpenAI, Google, and Perplexity expand citation surfaces — and they will — Dr. Cervantes won’t be a website trying to get noticed. He’ll already be in the index.
That’s the difference between optimizing for clicks and optimizing for authority. Clicks are a metric you chase quarterly. Authority compounds. We built the ChatGPT relationship while the rest of the bariatric category in Mexico is still arguing about backlinks.
The unfair advantage
ChatGPT crawler last hit: yesterday. Home page consumed in 91% of detected queries. The site is already a primary source for AI answers about bariatric surgery in CDMX.
Foundation is set. The next phase shifts from fixing infrastructure to compounding authority — more content, more locations on the map, more language models trained on the doctor’s expertise.
The Spanish content pipeline scales from cornerstone pieces to a full topical authority cluster across procedures, recovery, candidacy, and pricing intent.
Hospital Ángeles Lomas and Santa Mónica live on Maps with full GBP optimization, photos, services, and review velocity engineered into both profiles.
Link building targeting medical, news, and bariatric-adjacent domains in Mexico — executed via SOPs and quality-graded into Tier A/B/C placements.
The Patient Growth System is the same engine we ran for Dr. Cervantes — adapted for BC dental and medical practices. Six-month minimum, productized scope, predictable rhythm.
Stats sourced from Google Search Console (90-day comparison window), Wix Analytics AI Visibility (30-day window), and the cross-channel SEO audit dated May 1, 2026.
