Ana Fernández / SEO
Cases/Online pharmacy · AI visibility

From barely showing up to appearing in 2 out of 3 ChatGPT and Gemini answers for a purchase question.

An online pharmacy in Chile went from 0% to 66% visibility for the question "Where can I buy ISDIN, CeraVe, Eucerin or La Roche-Posay at the best price in Chile?", with a single article built to answer it the way people actually ask it.

Sector
Online pharmacy
Scope
1 purchase question, 1 article
Measurement
daily, ChatGPT and Gemini
Result
66% visibility in 30 days
Results

In 30 days, the pharmacy showed up in 2 out of 3 answers.

66%
Visibility in 30 days
56 answers measured in ChatGPT and Gemini, as of September 28
1.7
Average position in the answer
Almost always among the first two stores
#1
Source cited by ChatGPT
On September 27 and 28, its own article
0%
Starting point
Almost every day between Jul 9 and Sep 4
Before and after

The same question, a different answer.

Daily visibility
Before0% almost every day
AfterBetween 50% and 100% every day
Place in the answer
BeforeNot mentioned
AfterAverage position 1.7
Source ChatGPT uses
BeforeNot in the answer
AfterIts own article, source 1
Trajectory

From 0% to 66% since September 5.

The line sits at zero for almost two months and takes off on September 5, days after the article went live. Between September 5 and 30 it never dropped below 50% on any day.

W8Article
Weekly visibility in ChatGPT and Gemini, %
Online pharmacy · 1 purchase question
Visibility
937047230Article66%Jul 13Aug 3Aug 31Sep 21
Context

The question was already there; a page to answer it was missing.

Many people already ask ChatGPT where to buy something instead of searching on Google. And the AI's answer is, in practice, a short list of recommended stores, so a store that is not on that list rarely makes it into the decision.

This pharmacy sells exactly the brands in that question, but for almost two months of measurement it practically never appeared in the answer. The assistants had no page of theirs that answered exactly what people were asking.

How we did it

One question, one article and daily measurement.

01
Diagnosis

A purchase question with no answer of its own

We tracked the question every day in ChatGPT and Gemini and saw that the pharmacy almost never appeared, even though it sold exactly what was being asked about.

02
Content

An article that answers the question as asked

We published an article on its blog about where to buy those dermocosmetic brands at the best price in Chile, with the information an assistant needs to recommend a store.

03
Measurement

Question by question, day by day

We measured every day and by engine, not as a monthly average, to see the exact moment of the change and which source the AI used to answer.

Impact

A well-aimed article can move the AI's answer.

In retail, the purchase questions people ask AI tend to be few and very specific. Having a page that answers each one is one of the most direct ways to get into that short list. The measurement covers two engines and one question, and Gemini relied more on other pages than ChatGPT did, so the result speaks to that specific question.

  • Visibilityfrom almost 0% to 66% in 30 days
  • Position1.7 on average among the stores named
  • Sourceits own article as source 1 in ChatGPT (Sep 27 and 28)
  • Scopeone article for one question
Do you show up when your customers ask AI where to buy?

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