murmur · sector study · September 2026
What AI tools answer when someone looks for online accounting
25 questions asked across 4 AI tools, with 99 responses saved as screenshots. No question names a firm: these are the questions a business owner types before hiring someone.
This study does not pick a winner. The count is the same for everyone: the name is written in the response or it is not. Anyone appearing zero times is not included on this page, and no company commissioned, reviewed or paid for this study.
Two names occupy the answer, with a 30-point drop from second to third
Contabilizei appears in 77 of 99 responses and Agilize in 59. Only these two exceed half. Third place, Contabilidade.com, is at 29, less than half of second place. There are 23 different firms cited in total and 304 mentions combined, but most of that total sits in the first two rows of the table.
| firm | in how many of the 99 responses | share of all mentions | average place in the list | in how many of the 25 questions |
|---|---|---|---|---|
| Contabilizei | 77 78% | 25.3% | 1.6 | 23 |
| Agilize | 59 60% | 19.4% | 2.6 | 21 |
| Contabilidade.com | 29 29% | 9.5% | 3.2 | 17 |
| Contajá | 24 24% | 7.9% | 2.2 | 13 |
| Contabilivre | 16 16% | 5.3% | 3.9 | 9 |
| Conube | 16 16% | 5.3% | 3.4 | 12 |
| Senhor Contábil | 16 16% | 5.3% | 3.8 | 10 |
| Qipu | 12 12% | 3.9% | 2.3 | 9 |
| Meu Contador Online | 10 10% | 3.3% | 3.3 | 8 |
| Razonet | 9 9% | 3.0% | 2.8 | 7 |
| Tactus | 9 9% | 3.0% | 2.6 | 5 |
| Contabilix | 5 5% | 1.6% | 4.6 | 5 |
| Conta Ágil | 3 3% | 1.0% | 3.3 | 3 |
| Contefy | 3 3% | 1.0% | 3.0 | 3 |
| Colinear | 2 2% | 0.7% | 3.0 | 2 |
| Contador Direto | 2 2% | 0.7% | 2.5 | 1 |
| Contjet | 2 2% | 0.7% | 2.5 | 2 |
| Hash Digital | 2 2% | 0.7% | 3.0 | 2 |
| Hopecont | 2 2% | 0.7% | 4.5 | 2 |
| Openyou | 2 2% | 0.7% | 3.0 | 1 |
| Selvia | 2 2% | 0.7% | 3.0 | 2 |
| Já Calculei | 1 1% | 0.3% | 2.0 | 1 |
| Wetax | 1 1% | 0.3% | 3.0 | 1 |
Appearing is one thing; being named first is another
AI almost never answers with just one firm: it averages 3.1 names per response. That is why where a name appears matters as much as appearing at all. Contabilizei is named first most often, with an average place of 1.6. Contabilivre is at the other extreme: it appears in 16 responses and enters at 3.9th on average, after the reader has already seen other names.
For firms in the middle of the table, this is where the difference lies between being considered and merely mentioned. A list has a beginning, and anyone arriving at its end competes with names the reader has already seen.
Each tool has its own ranking
The same firm changes in size depending on where the question is asked. Conube is the strongest case: it appears in 48% of ChatGPT responses and 0% of Claude responses. For anyone outside the top positions, this means there are tools where they can compete and tools where they cannot.
| firm | ChatGPT 25 responses | Claude 25 responses | Google 25 responses | Perplexity 24 responses |
|---|---|---|---|---|
| Contabilizei | 17 | 21 | 21 | 18 |
| Agilize | 16 | 18 | 15 | 10 |
| Contabilidade.com | 4 | 12 | 4 | 9 |
| Contajá | 4 | 7 | 3 | 10 |
| Contabilivre | 0 | 4 | 6 | 6 |
| Conube | 12 | 0 | 2 | 2 |
| Senhor Contábil | 2 | 6 | 1 | 7 |
| Qipu | 1 | 1 | 7 | 3 |
| Meu Contador Online | 0 | 4 | 4 | 2 |
| Razonet | 0 | 2 | 3 | 4 |
| Tactus | 1 | 1 | 2 | 5 |
| Contabilix | 0 | 1 | 1 | 3 |
| Conta Ágil | 1 | 0 | 0 | 2 |
| Contefy | 0 | 1 | 0 | 2 |
| Colinear | 0 | 1 | 0 | 1 |
| Contador Direto | 0 | 0 | 1 | 1 |
| Contjet | 0 | 0 | 2 | 0 |
| Hash Digital | 0 | 0 | 0 | 2 |
| Hopecont | 1 | 1 | 0 | 0 |
| Openyou | 1 | 0 | 0 | 1 |
| Selvia | 1 | 0 | 0 | 1 |
| Já Calculei | 1 | 0 | 0 | 0 |
| Wetax | 1 | 0 | 0 | 0 |
Being read by AI almost guarantees being cited by it
In 55 of the 99 responses, it is possible to see which sites the tool consulted. There were 100 different sites, and the most used of all is contabilizei.com.br, Contabilizei’s site, in 20 of the 55. Among the ten most used, 8 are sites of the firms measured and 2 are outside sites, such as negociocerto.org and guiaparapj.com.br.
What the tool reads also appears in what it writes: when the firm’s site was consulted, its name appeared in the response 91% of the time. When it was not consulted, the name appeared in 9%. It is worth separating what appears in the text without competing for the engagement: Conta Azul, Contmatic, Negócio Certo, Nibo and Omie are comparison portals or management software; they were measured and remain outside the table.
| site | used as a source in how many of the 55 |
|---|---|
| contabilizei.com.br | 20 |
| contaja.com.br | 15 |
| agilize.com.br | 13 |
| contabilidade.com | 8 |
| negociocerto.org | 7 |
| razonet.com.br | 7 |
| meucontadoronline.com.br | 6 |
| tactus.com.br | 5 |
| guiaparapj.com.br | 4 |
| artigos.agilize.com.br | 3 |
| contaagil.com | 3 |
| qipu.com.br | 3 |
| firm | site used as a source | name written in the response |
|---|---|---|
| Contabilizei | 20 of 55 | 77 of 99 |
| Agilize | 16 of 55 | 59 of 99 |
| Contabilidade.com | 8 of 55 | 29 of 99 |
| Contajá | 15 of 55 | 24 of 99 |
| Contabilivre | 2 of 55 | 16 of 99 |
| Conube | 3 of 55 | 16 of 99 |
| Senhor Contábil | 1 of 55 | 16 of 99 |
| Qipu | 3 of 55 | 12 of 99 |
| Meu Contador Online | 6 of 55 | 10 of 99 |
| Razonet | 7 of 55 | 9 of 99 |
| Tactus | 5 of 55 | 9 of 99 |
| Contabilix | 1 of 55 | 5 of 99 |
| Conta Ágil | 3 of 55 | 3 of 99 |
| Contefy | 2 of 55 | 3 of 99 |
| Colinear | 1 of 55 | 2 of 99 |
| Contador Direto | 1 of 55 | 2 of 99 |
| Contjet | 0 of 55 | 2 of 99 |
| Hash Digital | 0 of 55 | 2 of 99 |
| Hopecont | 2 of 55 | 2 of 99 |
| Openyou | 2 of 55 | 2 of 99 |
| Selvia | 1 of 55 | 2 of 99 |
| Já Calculei | 1 of 55 | 1 of 99 |
| Wetax | 3 of 55 | 1 of 99 |
On the broadest question, the pair leaves no room
The 25 questions were written in four slices: general recommendations, company profile, specific need and informational. In the broadest slice—the 24 responses to people asking only which is best— Contabilizei appears in 100% and Agilize in 92%. Anyone other than those two barely exists in that question.
| question slice | 1st | 2nd | 3rd | 4th |
|---|---|---|---|---|
| general recommendation 24 responses | Contabilizei 100% | Agilize 92% | Contajá 50% | Contabilivre 42% |
| by company profile 28 responses | Contabilizei 89% | Agilize 57% | Contabilidade.com 29% | Contajá 29% |
| by specific need 27 responses | Contabilizei 81% | Agilize 63% | Contabilidade.com 48% | Meu Contador Online 19% |
| informational 20 responses | Contabilizei 30% | Agilize 20% | Razonet 15% | Contabilidade.com 10% |
What changes between slices happens in the middle of the table, not at the top. For firms outside leading positions, this is where there is an opening: a company profile or need in which AI already cites other names.
How we measure
- We asked the 25 questions in 4 tools, once each, in September 2026. That would yield 100 responses; we retained 99. In Perplexity, 24 of 25 were retained: one capture failed. Each question was asked in a clean window, temporary conversation without history, from an IP in Brazil. We saved every screenshot.
- No question names a firm. All ask for recommendations, as someone seeking to hire one would ask.
- We count only when AI writes the firm’s name in the response. When the name appears only in the list of sites consulted, it does not enter this count: that is something else, measured separately in section 04.
- We count only what the tool wrote. Site cards, videos and map listings around the response are excluded because AI is not choosing the name there.
- The names in the table came from the responses themselves. We did not begin with a ready-made list, so no outside firm ‘should’ be there: if it was not cited once, it does not appear.
- “A primeira contabilidade web do Brasil” does not count as a name: this is how Agilize describes itself, and AI tools repeat the phrase. It was tested and discarded.
What this study does not say
- Nothing about service quality. What is measured is what AI tools answer, not who delivers the best accounting or charges less.
- Nothing about how much each thing is searched. The 25 questions reflect how people ask, not a sample weighted by search volume.
- Nothing about what AI answers for you. Responses vary with the preceding conversation, region and day. This is a September 2026 snapshot in a clean window.
- Nothing about how to change this result. This material measures; it is not an action plan.
The 25 questions, in full
Original Portuguese research evidence, preserved as recorded.
- 01melhor contabilidade online para mei
- 02qual contabilidade digital e mais confiavel
- 03me indique uma contabilidade online boa para minha empresa
- 04qual a melhor contabilidade digital em 2026
- 05contabilidade online que vale a pena contratar
- 06qual contabilidade digital tem o melhor custo beneficio
- 07melhor contabilidade online para simples nacional
- 08qual contabilidade digital para prestador de servico pj
- 09melhor contabilidade para quem trabalha como pj de tecnologia
- 10qual contabilidade online para medico com pj
- 11melhor contabilidade digital para ecommerce
- 12qual contabilidade online para quem vende em marketplace
- 13melhor contabilidade para lucro presumido
- 14qual contabilidade digital abre empresa de graca
- 15melhor contabilidade online para trocar de contador
- 16qual contabilidade digital emite nota fiscal automatico
- 17melhor contabilidade online para restaurante
- 18qual contabilidade digital atende clinica odontologica
- 19qual contabilidade online tem contador de verdade para falar
- 20melhor contabilidade digital para holding familiar
- 21quanto custa uma contabilidade online por mes
- 22vale a pena trocar contador tradicional por contabilidade digital
- 23como funciona a migracao de contabilidade sem perder dado
- 24contabilidade online e segura para empresa maior
- 25o que a contabilidade digital faz e o que ela nao faz