A voice AI language product I built and run, published from the starting line: 62 countries in 110 days and 364 key events

• 1,878impressions in Google Search, 39 clicksSearch Console · 2 Jul to 19 Oct 2026
• 181impressions inside Google generative AI featuresSearch Console AI report · same window · 22 countries
• 62countries where the site appeared in Google resultsSearch Console · 5 of them clicked
• 359citations as a source in Microsoft AI answersBing Webmaster Tools · 13 Jul to 19 Oct 2026
• 50sessions from AI assistants, 5% of 965GA4 · 1 Jan to 23 Oct 2026
• 28countries with users in GA4, 364 key eventsGA4 · since launch

01 · ContextThe business

Brazilians learning English and French who understand the language and freeze when they have to speak. Own product: method, agent, voice pipeline, checkout and site, all built and operated by me.

02 · Starting pointWhere it started

Search Console property created on 2 Jul 2026. First 28 days: 47 Google impressions. No ads at any point.

03 · ChallengeThe problem to solve

Get a brand-new product with no brand to appear for the questions learners type, in two languages, and measure whether sessions from AI assistants behave differently from the rest.

04 · StrategyWhat the plan was

Two content systems, English and French, written on real learner questions, plus GA4 key events on the actions that matter (account created, minutes bought), so the origin of a session can be compared with what it did.

05 · StructureWhat I built

• The teaching method, the conversational agent, the voice pipeline and the correction logic.
• The product: accounts, dashboard, minute packages, checkout and confirmation, on a static site with serverless functions.
• Two content systems, English and French, written on the questions learners actually type.
• GA4 key events on the actions that matter.

06 · TimelineDated milestones

• 2 Jul 2026Search Console property created.
• 5 Jul 2026First Google impression.
• 25 Jul 2026First impression inside Google generative AI features.
• 14 Oct 2026Peak day in Google Search so far: 65 impressions.
• 19 Oct 2026Last complete day in the 23 Oct 2026 export.

07 · From impression to actionEach step, its own measurement

Impressions are appearances in a search or AI experience. Clicks are recorded at the source. Sessions are recorded on the site. Key events are actions the site tracks. Leads and deals live in the client's CRM. None of these is converted into another.

08 · Before and afterSame-length windows, no overlap

Google Search impressions, Search Console. Baseline is the first 28 days after the property was created; no earlier search data exists for this property. Same-length windows, no overlap, 110 days from the start of the first to the end of the second. Growth observed after the structure was published.

Impressions inside Google generative AI features, Search Console AI report, same windows. Same-length windows, no overlap, 110 days from the start of the first to the end of the second.

Bing Webmaster Tools, search performance, same windows. Same-length windows, no overlap, 100 days from the start of the first to the end of the second.

09 · EvolutionDrawn from the daily export, nothing smoothed

10 · GeographyWhere the demand appeared

62 countries with at least one impression in Google Search; 5 of them produced a click. Impressions mean the site appeared; clicks mean someone chose it. The two are shown separately.

Brazil

1,102 impressions · 58.7% · 31 clicks

Portugal

151 impressions · 8.0% · 3 clicks

United States

107 impressions · 5.7% · 1 clicks

Angola

94 impressions · 5.0% · 2 clicks

France

94 impressions · 5.0% · 0 clicks

Mozambique

48 impressions · 2.6% · 2 clicks

Canada

31 impressions · 1.7% · 0 clicks

United Kingdom

26 impressions · 1.4% · 0 clicks

Spain 24Switzerland 20Cape Verde 19Germany 18Belgium 16Italy 14Luxembourg 10India 8Netherlands 8Mexico 7Argentina 6Japan 6Ireland 5Philippines 5Australia 3Colombia 3Denmark 3Indonesia 3Cameroon 2Finland 2Paraguay 2Peru 2Russia 2South Africa 2Sweden 2Tanzania 2Thailand 2Uzbekistan 2Vietnam 2Aruba 1Austria 1Bahrain 1Bosnia & Herzegovina 1Chile 1Congo - Kinshasa 1Cyprus 1Dominican Republic 1Ecuador 1Egypt 1Estonia 1French Guiana 1Greece 1Iran 1Malaysia 1Malta 1Montenegro 1Nepal 1Nigeria 1Norway 1Poland 1Qatar 1St. Barthélemy 1São Tomé & Príncipe 1Tunisia 1

Google Search Console, sheet Países, same window as above. ISO 3166 codes in the table.

Countries that actually visited (GA4)

28 countries with at least one active user, 3 with a key event. A GA4 user is a device or browser as the tool counts it, not a verified person.

Brazil

170 users · 43.8% · 346 key events

United States

130 users · 33.5%

China

17 users · 4.4%

Portugal

13 users · 3.4% · 7 key events

Germany

10 users · 2.6%

Canada

6 users · 1.5%

Netherlands 5France 4Ireland 4United Kingdom 4New Zealand 3Angola 2India 2Mozambique 2South Korea 2Switzerland 2Algeria 1Argentina 1Belgium 1Cape Verde 1Estonia 1Indonesia 1Jamaica 1Mexico 1Morocco 1Poland 1Taiwan 1Thailand 1

Google Analytics 4, Demographic details: Country, 1 Jan 2026 to 23 Oct 2026. 13 users had no country set. Users in data-centre cities (Ashburn, Council Bluffs, Boardman) are likely automated and are not claimed as audience.

Bing, top countries

Bing Webmaster Tools reports a fixed list of ten countries plus an unspecified bucket; it is not a full country list and is not added to the counts above. Brazil 184, United States 27, United Kingdom 6, France 4, China 4, Germany 2; unspecified 78.

11 · AI visibilityThree different measurements, kept apart

Impressions inside Google generative AI features: 181 in 110 days, from 22 countries, first one on 25 Jul 2026, peak 12 on 28 Sep 2026. This is Search Console's own report of the site appearing inside AI Overviews and AI Mode. It counts appearances, not clicks or visits.

Pages surfaced most:

• /blog/quanto-custa-aprender-frances/ 47 AI impressions
• /blog/conversacao-em-frances-para-iniciantes/ 36 AI impressions
• / 17 AI impressions
• /blog/praticar-conversacao-ingles-sozinho/ 9 AI impressions
• /blog/esqueci-o-frances-que-aprendi/ 8 AI impressions

Citations as a source in Microsoft AI answers: 359 between 13 Jul and 19 Oct 2026, first on 19 Aug 2026, up to 4 different pages cited in a single day. From Bing Webmaster Tools' AI performance report. A citation is the page being used as a reference in a generated answer; it is not a click.

Traffic detected from AI platforms: 50 sessions whose recorded source is an AI assistant, chatgpt.com / ai-assistant 39, copilot.com / ai-assistant 8, gemini / ai-assistant 2, copilot.com / (not set) 1. From GA4 session source/medium. This proves the origin of the visit, not the content of the conversation.

12 · TrafficWhat arrived on the site

965 sessions since launch, grouped by source family. Referral includes the previous domain where one exists. Every row is text, so the split is readable without the bars.

GA4, session source / medium, 1 Jan 2026 to 23 Oct 2026. Active users 398, new users 406, average engagement 195.4 s per active user.

Top cities by users: Chapeco 56, Sao Paulo 42, Porto Alegre 17, Rio de Janeiro 14, Curitiba 11, Glenview 11.

13 · ReadingWhat changed

Google impressions went from 47 in the first 28 days to 1,103 in the last 28, across 62 countries. France produced 94 impressions for French-learning queries. GA4 recorded 50 sessions from AI assistants (chatgpt.com 39, copilot.com 9, gemini 2) and 364 key events, 346 from Brazil, 7 from Portugal and 11 from Switzerland.

14 · LimitsThe honest part

39 clicks in 110 days is a signal, not traffic. Most sessions are direct, which is the founder's own network and testing. GA4 lists 130 users from the United States with only 13 engaged sessions between them, and the US cities on the list include data-centre locations (Council Bluffs, Boardman, Ashburn); that is treated as automated traffic and is not claimed as an audience. Google's AI features showed the site only 181 times. The point of publishing now is the starting line, with dates, so the curve can be checked as it forms.

15 · Method and sourcesHow to read these numbers

Logos are the companies' own marks, shown to identify the client. Platform names identify the source of the data and imply no partnership or endorsement.

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