ESBUENISIMO LINKS, the author of the study, is excluded from the rankings. Positions within each answer were recalculated without it.
The key finding: four tools share AI's recommendations
Otterly.AI, Semrush, Peec AI and Profound are separated by just 1.4 points between first and fourth: a four-way technical tie. Profound is the one AI names first most often. Behind them, Ahrefs (32.4%) and HubSpot (17.4%) are the only others above 15%.
42.7%
of answers name Otterly.AI, the most present brand
16.0%
of answers name Profound first
18/27
questions in Spanish name no Latin American brand
How to cite this study
ESBUENISIMO LINKS. (2026). “Which AI visibility tools does AI recommend? 2026 study”. Retrieved from https://esbuenisimolinks.com/en/studies/ai-visibility-tools-2026
Free to cite with attribution and a link to this page.
Download the brand ranking (CSV, 61 brands)AI visibility tools AI recommends most
Share of the 213 valid answers that name each brand, across the six surfaces. There are 61 brands named at least once; these are the top 15.
Otterly.AI42.7%
Semrush42.3%
Peec AI41.8%
Profound41.3%
Ahrefs32.4%
HubSpot17.4%
Scrunch AI14.6%
SE Ranking13.1%
AthenaHQ10.8%
Bigbuda6.1%
Rankscale6.1%
Mencoro5.2%
Dageno5.2%
Goodie AI5.2%
Postedin5.2%ESBUENISIMO LINKS, the author of the study, is excluded from the rankings. Positions within each answer were recalculated without it.
Presence by brand and AI surface
Percentage of each surface's answers that name the brand. ChatGPT names the most brands per answer (4.9 on average); AI Overview, the fewest (2.8).
| Brand | ChatGPT | Gemini | Perplexity | Claude | AI Overview | AI Mode | Total | 1st |
|---|---|---|---|---|---|---|---|---|
| 61% | 42% | 39% | 50% | 15% | 47% | 42.7% | 10.3% | |
| 67% | 44% | 36% | 31% | 36% | 39% | 42.3% | 9.4% | |
| 58% | 36% | 42% | 50% | 24% | 39% | 41.8% | 9.9% | |
| 58% | 36% | 36% | 42% | 27% | 47% | 41.3% | 16.0% | |
| 47% | 28% | 33% | 31% | 18% | 36% | 32.4% | 6.1% | |
| 11% | 19% | 31% | 11% | 18% | 14% | 17.4% | 4.7% | |
| 25% | 11% | 17% | 14% | 9% | 11% | 14.6% | 0.5% | |
| 6% | 22% | 6% | 11% | 21% | 14% | 13.1% | 0.0% | |
| 22% | 8% | 11% | 8% | 9% | 6% | 10.8% | 0.5% | |
| 8% | 6% | 8% | 3% | 6% | 6% | 6.1% | 3.3% | |
| 11% | 8% | 6% | 8% | 3% | 0% | 6.1% | 0.5% | |
| 3% | 11% | 11% | 0% | 3% | 3% | 5.2% | 0.9% |
Which brand AI names first
Percentage of answers in which the brand is the first one named in the text. Profound leads; it is also the brand with the best average position (2.6) among the four leaders.
Profound16.0%
Otterly.AI10.3%
Peec AI9.9%
Semrush9.4%
Ahrefs6.1%
HubSpot4.7%
Bigbuda3.3%
NP Digital1.4%
Lobik Systems1.4%
SearchBrand AI1.4%The leader on each AI
| Surface | 1° | 2° | 3° |
|---|---|---|---|
| ChatGPT | Semrush (67%) | Otterly.AI (61%) | Peec AI (58%) |
| Gemini | Semrush (44%) | Otterly.AI (42%) | Peec AI (36%) |
| Perplexity | Peec AI (42%) | Otterly.AI (39%) | Semrush (36%) |
| Claude | Otterly.AI (50%) | Peec AI (50%) | Profound (42%) |
| AI Overview | Semrush (36%) | Profound (27%) | Peec AI (24%) |
| AI Mode | Otterly.AI (47%) | Profound (47%) | Semrush (39%) |
Which type of company AI names
Share of the 810 brand mentions in all answers. Specialised AI visibility platforms take 54.1%; Latin American tools, 0.5%.
Ranking by type of question
The 36 questions were grouped into five types. The top 5 changes: in agency questions, local agencies take over; in all the others, the global platforms dominate (Otterly.AI, Semrush, Peec AI, Profound and Ahrefs). Each type links to the guide that answers it.
Choosing a tool
8 questions, 47 answers
- Peec AI 55%
- Profound 55%
- Semrush 55%
- Otterly.AI 51%
- Ahrefs 51%
Measuring and diagnosing
6 questions, 35 answers
- Semrush 26%
- Ahrefs 20%
- Profound 20%
- Otterly.AI 20%
- HubSpot 14%
Alternatives, pricing and comparisons
6 questions, 35 answers
- Otterly.AI 66%
- Peec AI 60%
- Ahrefs 43%
- Semrush 40%
- Profound 37%
Agencies and services in Chile and LatAm
7 questions, 42 answers
- Bigbuda 31%
- Postedin 26%
- Seonet 21%
- NP Digital 14%
- Best Solution 14%
Questions in English
9 questions, 54 answers
- Profound 70%
- Semrush 65%
- Peec AI 61%
- Otterly.AI 59%
- Ahrefs 43%
Spanish vs English: the same category, two different answers
In English, AI names more brands per answer (5 vs 3.4) and the global platforms dominate even more: Profound goes from 31.4% of answers in Spanish to 70.4% in English. Latin American brands account for 18.2% of mentions in Spanish (almost all from agency questions) and 0.4% in English.
| Spanish | English | |
|---|---|---|
| brands per answer | 3.4 | 5 |
| of mentions are Latin American brands | 18.2% | 0.4% |
| answers with no brand from the list | 36 | 9 |
Otterly.AI37.1%
Peec AI35.2%
Semrush34.6%
Profound31.4%
Ahrefs28.9%
HubSpot17.6%
SE Ranking11.3%
Scrunch AI10.1%
Profound70.4%
Semrush64.8%
Peec AI61.1%
Otterly.AI59.3%
Ahrefs42.6%
Scrunch AI27.8%
AthenaHQ20.4%
SE Ranking18.5%18 of 27 questions in Spanish without a single Latin American brand
In 18 of the 27 questions asked in Spanish, none of the six surfaces named a Latin American tool, consultancy or agency. The exceptions are the questions that ask for an agency in a specific country. Latin American tools as such appear in 4 of 213 answers: SearchBrand AI (3) and Batwise AI (1). In brackets, how many of the six surfaces named each brand.
Recomiéndame un software para medir el share of voice de mi marca en la inteligencia artificial
Profound (6), Semrush (5), Peec AI (4), Otterly.AI (3)
¿Qué herramientas sirven para monitorear la visibilidad de una marca en ChatGPT, Gemini y Perplexity?
Semrush (6), Ahrefs (5), Profound (4), Otterly.AI (4)
¿Cuáles son las mejores herramientas de GEO en 2026?
Profound (5), Otterly.AI (4), Scrunch AI (4), Peec AI (4)
¿Hay herramientas gratis para saber qué dice la IA de mi empresa?
Ahrefs (3), Mangools (3), HubSpot (1), SE Ranking (1)
¿Qué herramientas de LLM tracking existen y cuánto cuestan?
Profound (4), Otterly.AI (2), Peec AI (2), Semrush (2)
¿Qué herramienta usar para ver en qué prompts aparece mi competencia en ChatGPT?
Ahrefs (6), Semrush (4), Peec AI (3), Otterly.AI (3)
¿Cómo medir la visibilidad de mi marca en la IA?
Otterly.AI (3), Ahrefs (2), Profound (2), Semrush (2)
¿Cómo hacer una auditoría GEO de mi sitio web?
Semrush (2), Ahrefs (1), Profound (1), Otterly.AI (1)
¿Cómo saber si mi marca aparece en las respuestas de ChatGPT?
Semrush (2), Ahrefs (2), Profound (2), LLM Pulse (2)
¿Qué métricas se usan para medir el posicionamiento en motores de IA generativa?
Semrush (1), HubSpot (1), Dageno (1), Goodie AI (1)
¿Cómo aparecer en ChatGPT y en los AI Overviews de Google con mi empresa?
No brand from the list is named
¿Cuáles son las mejores alternativas a Profound para monitorear marcas en la IA?
Profound (6), Otterly.AI (6), Scrunch AI (6), Peec AI (5)
¿Qué es Peec AI y cuánto cuesta?
Peec AI (6), Semrush (1), Ahrefs (1)
¿Hay alguna alternativa más barata a las herramientas de AI visibility gringas para Latinoamérica?
Otterly.AI (6), SE Ranking (3), Profound (2), HubSpot (2)
¿Brand Radar de Ahrefs vale la pena o conviene una herramienta especializada en GEO?
Ahrefs (6), Otterly.AI (3), Peec AI (2), Goodie AI (1)
Peec AI vs Otterly.AI: ¿cuál es mejor para seguir mi marca en la IA?
Peec AI (5), Otterly.AI (5), Profound (1), Ahrefs (1)
¿El AI Toolkit de Semrush sirve para medir la visibilidad en ChatGPT o hay algo mejor?
Semrush (5), Profound (3), Otterly.AI (3), Peec AI (2)
¿Conviene contratar una agencia GEO o comprar una herramienta de monitoreo de IA?
Peec AI (2), Otterly.AI (2), Profound (2), Semrush (1)
The 36 questions, one by one
For each question: the most named brand (in brackets, on how many of the six surfaces), how many different brands appear, how many are Latin American, and the guide on our blog that answers it.
| # | Question | Most named | Brands | LatAm | Guide |
|---|---|---|---|---|---|
| 1 | Recomiéndame un software para medir el share of voice de mi marca en la inteligencia artificialChoosing a tool | Profound (6) | 14 | 0 | Read (ES) |
| 2 | ¿Qué herramientas sirven para monitorear la visibilidad de una marca en ChatGPT, Gemini y Perplexity?Choosing a tool | Semrush (6) | 17 | 0 | Read (ES) |
| 3 | ¿Qué herramienta me dice si ChatGPT menciona mi marca?Choosing a tool | Peec AI (5) | 15 | 1 | Read (ES) |
| 4 | ¿Cuáles son las mejores herramientas de GEO en 2026?Choosing a tool | Profound (5) | 21 | 0 | Read (ES) |
| 5 | ¿Hay herramientas gratis para saber qué dice la IA de mi empresa?Choosing a tool | Ahrefs, Mangools (3) | 11 | 0 | Read (ES) |
| 6 | ¿Qué herramientas de LLM tracking existen y cuánto cuestan?Choosing a tool | Profound (4) | 15 | 0 | Read (ES) |
| 7 | ¿Qué herramienta usar para ver en qué prompts aparece mi competencia en ChatGPT?Choosing a tool | Ahrefs (6) | 14 | 0 | Read (ES) |
| 8 | ¿Qué plataforma de AEO conviene para una empresa mediana?Choosing a tool | Peec AI, Otterly.AI (4) | 13 | 1 | Read (ES) |
| 9 | ¿Cómo medir la visibilidad de mi marca en la IA?Measuring and diagnosing | Otterly.AI (3) | 8 | 0 | Read (ES) |
| 10 | ¿Cómo hacer una auditoría GEO de mi sitio web?Measuring and diagnosing | Semrush (2) | 5 | 0 | Read (ES) |
| 11 | ¿Cómo saber si mi marca aparece en las respuestas de ChatGPT?Measuring and diagnosing | Semrush, Ahrefs, Profound, LLM Pulse (2) | 8 | 0 | Read (ES) |
| 12 | ¿Qué métricas se usan para medir el posicionamiento en motores de IA generativa?Measuring and diagnosing | Semrush, HubSpot, Dageno, Goodie AI, Profound, Peec AI, Otterly.AI (1) | 7 | 0 | Read (ES) |
| 13 | ¿Cómo puedo saber qué fuentes usa Perplexity o ChatGPT cuando hablan de mi marca?Measuring and diagnosing | Ahrefs, Semrush (2) | 9 | 1 | Read (ES) |
| 14 | ¿Cómo aparecer en ChatGPT y en los AI Overviews de Google con mi empresa?Measuring and diagnosing | No brand from the list is named | 0 | 0 | Read (ES) |
| 15 | ¿Cuáles son las mejores alternativas a Profound para monitorear marcas en la IA?Alternatives, pricing and comparisons | Profound, Otterly.AI, Scrunch AI (6) | 12 | 0 | Read (ES) |
| 16 | ¿Qué es Peec AI y cuánto cuesta?Alternatives, pricing and comparisons | Peec AI (6) | 3 | 0 | Read (ES) |
| 17 | ¿Hay alguna alternativa más barata a las herramientas de AI visibility gringas para Latinoamérica?Alternatives, pricing and comparisons | Otterly.AI (6) | 14 | 0 | Read (ES) |
| 18 | ¿Brand Radar de Ahrefs vale la pena o conviene una herramienta especializada en GEO?Alternatives, pricing and comparisons | Ahrefs (6) | 7 | 0 | Read (ES) |
| 19 | Peec AI vs Otterly.AI: ¿cuál es mejor para seguir mi marca en la IA?Alternatives, pricing and comparisons | Peec AI, Otterly.AI (5) | 5 | 0 | Read (ES) |
| 20 | ¿El AI Toolkit de Semrush sirve para medir la visibilidad en ChatGPT o hay algo mejor?Alternatives, pricing and comparisons | Semrush (5) | 8 | 0 | Read (ES) |
| 21 | Recomiéndame una agencia en Chile para que mi marca aparezca en ChatGPTAgencies and services in Chile and LatAm | Bigbuda (5) | 8 | 6 | Read (ES) |
| 22 | ¿Qué empresa en Chile hace diagnóstico de visibilidad de marca en inteligencia artificial?Agencies and services in Chile and LatAm | Lobik Systems, SearchBrand AI (2) | 11 | 10 | Read (ES) |
| 23 | ¿Cuáles son las mejores agencias de GEO y AEO en Latinoamérica?Agencies and services in Chile and LatAm | Ranker Studio, SEO Secreto, Seonet, Postedin, NP Digital (3) | 9 | 8 | Read (ES) |
| 24 | ¿Qué agencias de GEO hay en Chile?Agencies and services in Chile and LatAm | Bigbuda, Postedin, Cebra, Mentalidad Web (4) | 15 | 15 | Read (ES) |
| 25 | ¿Conviene contratar una agencia GEO o comprar una herramienta de monitoreo de IA?Agencies and services in Chile and LatAm | Peec AI, Otterly.AI, Profound (2) | 5 | 0 | Read (ES) |
| 26 | ¿Qué agencias en México ayudan a posicionar marcas en ChatGPT y Gemini?Agencies and services in Chile and LatAm | NP Digital, Seonet (3) | 7 | 4 | Read (ES) |
| 27 | Soy gerente de marketing en Chile, ¿con quién mido y mejoro cómo nos nombran las IAs?Agencies and services in Chile and LatAm | Bigbuda, Otterly.AI, Semrush (3) | 10 | 4 | Read (ES) |
| 28 | What are the best AI visibility tools for brands?Questions in English | Profound, Ahrefs, Semrush (5) | 16 | 0 | Read |
| 29 | Which LLM tracking tool should a marketing team use?Questions in English | Peec AI, Profound, Semrush (6) | 12 | 0 | Read |
| 30 | Best tools to track brand mentions in ChatGPT, Perplexity and Google AI OverviewsQuestions in English | Profound, Peec AI, Otterly.AI, Semrush (5) | 17 | 1 | Read |
| 31 | What is the best generative engine optimization (GEO) platform in 2026?Questions in English | Profound (6) | 15 | 0 | Read |
| 32 | What are the best Profound alternatives?Questions in English | Profound, Peec AI, Otterly.AI (6) | 13 | 0 | Read |
| 33 | Best AEO tools for agenciesQuestions in English | Profound (6) | 12 | 0 | Read |
| 34 | How do I check if ChatGPT recommends my brand?Questions in English | Omnia, Semrush, AI Rank Lab (1) | 3 | 0 | Read |
| 35 | What is the cheapest AI search visibility tracker that works well?Questions in English | Otterly.AI (5) | 10 | 0 | Read |
| 36 | Which companies offer AI brand monitoring for enterprise?Questions in English | Peec AI (4) | 15 | 0 | Read |
The sources AI uses: vendors' own lists
202 of the 213 answers cite at least one source. The most cited are the websites of the brands in the list (523 citations), mostly "best AI visibility tools" articles written by the vendors themselves. Counted once per answer.
hubspot.com50
semrush.com37
ahrefs.com34
peec.ai32
dageno.ai31
tryprofound.com28
otterly.ai28
llmpulse.ai27
seranking.com25
mencoro.com16
youtube.com15
geotoolbox.ai12
reddit.com11
geoptie.com11
cloro.dev11
zapier.com9
digitaltatva.com8
rankite.com8
frase.io8
deepsmith.ai8Many are small tools that AI does not name in its answers but whose comparison lists it reads.
Answers that cite each platform. G2 appears in 7 and Capterra in 2.
Google Chile and the US
Number of the 49 searches in which each brand appears in Google Chile's organic top 10 (desktop), and of the 25 English searches in Google US. With such small volumes, counting presence is more useful than estimating visits. Educational content in Spanish wins in Chile: HubSpot is in the top 10 for 15 of 49 searches. In the US, small specialised tools lead with their own content.
Google Chile · 49 keywords
| Brand | Top 3 | Top 10 | Top 20 |
|---|---|---|---|
| 4 | 15 | 20 | |
| 7 | 8 | 10 | |
| 2 | 6 | 6 | |
| 1 | 4 | 9 | |
| 1 | 4 | 4 | |
| 0 | 4 | 4 | |
| 0 | 3 | 10 | |
| 0 | 3 | 5 | |
| 2 | 3 | 4 | |
| 1 | 3 | 4 |
Google US · 25 keywords in English
| Brand | Top 3 | Top 10 | Top 20 |
|---|---|---|---|
| 2 | 5 | 5 | |
| 4 | 4 | 5 | |
| 1 | 3 | 9 | |
| 2 | 3 | 3 | |
| 1 | 2 | 5 | |
| 2 | 2 | 4 | |
| 1 | 2 | 4 | |
| 0 | 2 | 3 | |
| 0 | 2 | 3 | |
| 0 | 2 | 3 |
Sites that appear most and are not brands from the list (searches in the top 10)
| Chile | Searches | US | Searches |
|---|---|---|---|
| bigseo.com | 5 | behindrankings.com | 4 |
| backlinko.com | 5 | searchengineland.com | 3 |
| inboundcycle.com | 4 | whatagraph.com | 3 |
| semsei.io | 4 | zapier.com | 3 |
| behindrankings.com | 4 | exposureninja.com | 3 |
| agenciaseo.eu | 3 | seo.ai | 2 |
| iebschool.com | 3 | Reddit · r/DigitalMarketing | 2 |
| publisuites.com | 3 | freddiechatt.com | 2 |
| gravity.com.co | 3 | fibr.ai | 2 |
| dinorank.com | 3 | Quora | 2 |
47 of 49 searches in Chile and 23 of 25 in the US showed an AI Overview above the results.
How much each market searches for the category
Average monthly Google Ads volume for the same 49 keywords in four markets. The category is still searched for very little in Spanish: Chile adds up to 1,100 searches a month and the US, 58,390. The largest in Chile is "aeo" (320); in the US its volume (27,100) also includes the American Eagle Outfitters store.
1,100
Chile · searches a month
3,130
Mexico · searches a month
5,150
Spain · searches a month
58,390
US · searches a month
| Keyword | Chile | Mexico | Spain | US |
|---|---|---|---|---|
| aeo | 320 | 1,600 | 1,600 | 27,100 |
| que es geo | 90 | 390 | 390 | 70 |
| agencia geo | 90 | 110 | 320 | 10 |
| geo seo | 70 | 140 | 590 | 2,400 |
| ai seo | 30 | 110 | 210 | 6,600 |
| generative engine optimization | 30 | 110 | 260 | 4,400 |
| seo ia | 30 | 50 | 260 | 880 |
| que es aeo | 30 | 70 | 90 | 10 |
| seo para ia | 30 | 50 | 320 | 10 |
| llmo | 20 | 70 | 110 | 390 |
| answer engine optimization | 10 | 50 | 50 | 2,400 |
| ai seo tools | 10 | 10 | 20 | 1,900 |
| ai search optimization | 10 | 10 | 20 | 1,300 |
| ai visibility | 10 | 10 | 50 | 880 |
| ai visibility tool | 10 | 10 | 30 | 880 |
| ai visibility tools | 10 | 10 | 30 | 880 |
| aeo seo | 10 | 20 | 50 | 720 |
| llm seo | 10 | 20 | 50 | 720 |
| llm optimization | 10 | 10 | 40 | 720 |
| geo tools | 10 | 20 | 30 | 720 |
| generative engine optimization tools | 10 | 10 | 10 | 720 |
| geo agency | 10 | 10 | 20 | 590 |
| aeo agency | 10 | 10 | 10 | 590 |
| ai search visibility | 10 | 10 | 10 | 390 |
| aeo tools | 10 | 10 | 10 | 390 |
| ai overview tracker | 10 | 10 | 10 | 390 |
| ai search optimization tools | 10 | 10 | 10 | 390 |
| ai visibility tracker | 10 | 10 | 10 | 320 |
| chatgpt seo | 10 | 10 | 20 | 320 |
| best geo tools | 10 | 10 | 10 | 320 |
| llm visibility | 10 | 10 | 10 | 260 |
| ai rank tracker | 10 | 10 | 10 | 260 |
| llm tracking | 10 | 10 | 10 | 170 |
| ai brand monitoring | 10 | 10 | 10 | 170 |
| que es geo en seo | 10 | 10 | 30 | 10 |
| seo para chatgpt | 10 | 10 | 50 | 10 |
| seo en ia | 10 | 10 | 90 | 10 |
| posicionamiento en ia | 10 | 10 | 70 | 10 |
| posicionamiento en chatgpt | 10 | 10 | 30 | 10 |
| herramientas geo | 10 | 10 | 10 | 10 |
| monitoreo de marca | 10 | 10 | 10 | 10 |
| auditoria geo | 10 | 10 | 20 | 10 |
| como aparecer en chatgpt | 10 | 10 | 40 | 10 |
| como posicionar en chatgpt | 10 | 10 | 20 | 10 |
| agencia aeo | 10 | 10 | 10 | 10 |
| agencia seo ia | 10 | 10 | 90 | 10 |
| visibilidad en ia | 0 | 0 | 0 | 0 |
| visibilidad en chatgpt | 0 | 0 | 0 | 0 |
| monitoreo de marca en ia | 0 | 0 | 0 | 0 |
Searches for the category's brands
| Keyword | Chile | Mexico | Spain | US |
|---|---|---|---|---|
| profound ai | 10 | 40 | 110 | 6,600 |
| geo metrics | 70 | 170 | 390 | 2,900 |
| peec ai | 20 | 70 | 480 | 2,900 |
| scrunch ai | 10 | 20 | 50 | 1,900 |
| athenahq | 10 | 10 | 40 | 1,000 |
| otterly ai | 10 | 20 | 110 | 880 |
| rankscale | 10 | 20 | 70 | 480 |
| semrush ai toolkit | 10 | 10 | 20 | 320 |
| ahrefs brand radar | 10 | 10 | 40 | 320 |
| hubspot ai search grader | 10 | 10 | 10 | 210 |
| batwise | 50 | 10 | 10 | 10 |
| fardo ia | 10 | 10 | 10 | 10 |
| searchbrand | 0 | 0 | 0 | 0 |
Google Ads rounds low volumes to 10; 0 means "no measurable volume". In the US, "geo metrics" mixes the tool with geometry and GIS searches.
What this means for Latin American brands and agencies
- The category is defined in English and written by the vendors. The most cited sources are the vendors' own "best tools" lists (523 citations to brand websites). Whoever publishes useful, comparable lists ends up being the source AI reads.
- In Spanish, the space is still open. In 18 of 27 questions in Spanish there is no Latin American brand. Content in Spanish, with local prices, cases and data, has little competition today.
- Local agencies appear when the question names the country. In agency questions, Bigbuda (31%), Postedin (26%), Seonet (21%) lead. Lists of agencies by country are the sources AI uses for those answers.
- Third-party sources weigh more than reviews. YouTube (15 answers) and Reddit (11) are cited more than G2 (7) or Capterra (2). Video, forums and media count.
- Measure Google and AI separately. In Google Chile, HubSpot leads with educational content; in AI, the specialised platforms lead. Ranking on Google does not guarantee being named by AI.
Methodology
AI. 36 buying or research questions (27 in Spanish and 9 in English) in five types, asked on 10 November 2026 with location set to Chile. Models: ChatGPT (ChatGPT app (gpt-6), gpt-5-mini-2025-08-07); Gemini (Gemini app (3.5 Flash-Lite), gemini-2.5-flash); Perplexity (sonar-pro); Claude (claude-haiku-5-5); AI Overview (Google AI Overview); AI Mode (Google AI Mode). ChatGPT and Gemini were queried through their apps or, if that failed, their API; Perplexity and Claude through their API with web search. There are 213 valid answers: Google showed no AI Overview for 5 questions (they count as answers without brands) and for 3 no answer was obtained.
Brands. 70 brands: 28 specialised platforms, 11 SEO and marketing suites, 23 agencies, 4 Latin American tools and 4 social listening tools. A brand counts as named if it appears in the text of the answer; its position is the order in which it appears among the brands named. Ambiguous names (Profound, Scrunch, Athena, Goodie, Moz, Conductor, Omnia, Fardo, GEO Metrics) are matched with exact capitalisation.
Google. 49 non-branded keywords from the category (GEO, AEO, LLMO, SEO for AI, tools, audits and agencies, in Spanish and English), chosen from a pool of 84 measured in Google Ads in Chile, Mexico, Spain and the US. Organic top 20 on desktop in Google Chile (the 49 keywords) and Google US (the 25 in English), via DataForSEO.
Neutrality. ESBUENISIMO LINKS, the author of the study, is excluded from all rankings and from the CSV. Positions within each answer were recalculated without it.
Limitations: AI answers change from one query to the next and depend on the account and location; this is a snapshot from 10 November 2026. We did not measure the market share or revenue of each tool, or whether what AI says about each one (prices or features) is accurate. "LLM tracking" is sometimes interpreted by AI as model observability (LangSmith, Langfuse, Helicone) rather than brand tracking. "Latin American brand" means the Latin American tools and agencies in the list; NP Digital (US) and Cyberclick (Spain) do not count.
Frequently asked questions
Which AI visibility tools does AI recommend most?+
Otterly.AI (42.7% of answers), Semrush (42.3%), Peec AI (41.8%) and Profound (41.3%), across 213 valid answers from six AI surfaces. They are followed by Ahrefs (32.4%) and HubSpot (17.4%).
Which tool does AI name first most often?+
Profound: it is the first brand named in 16.0% of answers, ahead of Otterly.AI (10.3%) and Peec AI (9.9%).
Does AI recommend Latin American tools or agencies?+
Rarely. In 18 of the 27 questions asked in Spanish, none of the six surfaces named a Latin American tool, consultancy or agency. Latin American tools appear in 4 of 213 answers (SearchBrand AI (3) and Batwise AI (1)). Local agencies show up when the question names a country: in agency questions, Bigbuda leads with 31% of answers.
What sources does AI use to recommend AI visibility tools?+
Mostly the vendors' own websites, especially their "best tools" lists: HubSpot (50 answers), Semrush (37) and Ahrefs (34). Among independent sources, YouTube (15) and Reddit (11) lead; review sites weigh little: G2 7, Capterra 2.
Does the answer change in English?+
Yes. In English, AI names 5 brands per answer on average, versus 3.4 in Spanish, and Profound rises from 31.4% of answers in Spanish to 70.4% in English. Latin American brands account for 18.2% of mentions in Spanish and 0.4% in English.
How much are AEO and GEO searched for in Latin America?+
Little so far. The 49 keywords in the study add up to 1,100 Google searches a month in Chile, 3,130 in Mexico, 5,150 in Spain and 58,390 in the US. The largest in Chile is "aeo" (320 a month).
Why doesn't ESBUENISIMO LINKS appear in the rankings?+
ESBUENISIMO LINKS, the author of the study, is excluded from the rankings so that it is not both judge and party. Positions within each answer were recalculated without it.
How was this study done?+
On 10 November 2026 we asked 36 questions (27 in Spanish and 9 in English) to six AI surfaces, with location set to Chile, and looked for 70 tools, suites and agencies in each answer. We also measured 49 keywords in Google Ads in Chile, Mexico, Spain and the US, and Google's organic top 20 in Chile and the US. The brand ranking can be downloaded as a CSV.
This study follows Which brands does AI cite in Chile?, Deals in Chile: Google vs. AI and Tourism to Chile: Google vs. AI.
About the author
Felipe Morales — CEO of ESBUENISIMO LINKS
Felipe Morales is a journalist with 15 years of experience in SEO. He began his career on the commercial team at GOintegro Argentina and on the commercial team at Wiper, both in Buenos Aires, and later became Country Manager for the Mexican startup Nubleer, also based in Buenos Aires. As Sales Manager & Customer Success Manager at Postedin, he led the growth that took the company to USD 1 million in annual revenue. He was the creator of corporate link building in Chile, evangelizing editorial link building among major companies such as Santander, La Polar, CIC, GTD, Universidad Andrés Bello, UTEM, Universidad de Viña del Mar, Sparta, Itaú, Coopeuch, BICE, JetSMART, Scotiabank, PC Factory and Corona, among others. Today he is CEO of ESBUENISIMO LINKS, a PR platform for SEO and GEO with clients in Denmark, Belgium, the United States, Spain, Argentina, the UK, Germany, Mexico and Chile.
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