Research basis
- Category
- Plataformas de atendimento pelo WhatsApp no Brasil — Plataformas de software usadas por empresas brasileiras para centralizar conversas de atendimento no WhatsApp, distribuir filas entre equipes, automatizar fluxos, integrar dados de clientes e medir a operação usando a plataforma oficial do WhatsApp Business.
- Usable responses
- 98
- Prompts tested
- 10
- Completed runs
- 10 of 10
- Collection window
- Aug 1, 2026 – Aug 12, 2026
- Confidence
- high (83.94), methodology category_audit_stability_v2
- Recommendation definition
- The brand was explicitly recommended as a suitable option.
- Published dataset ranking method
- Recommendation rate, descending; Average position, ascending; Share of voice, descending
- Displayed table order
- Visibility rate, descending; published ranking order breaks ties
Plataformas De Atendimento Pelo WhatsApp No Brasil Brand Ranking in ChatGPT
Sorted by visibility rate, with the published ranking order used to break ties.
| Rank | Brand | Visibility | Recommendation rate | Share of voice | Average position | Sentiment | Signal |
|---|---|---|---|---|---|---|---|
| 1 | Blip | 88.78% (87/98) | 66.33% (65/98) | 21.23% (482 mentions) | 1.97 | 69.91% | Category leader |
| 2 | Zenvia | 87.76% (86/98) | 36.73% (36/98) | 16.17% (367 mentions) | 2.73 | 65.42% | Visible, inconsistent |
| 3 | Octadesk | 52.04% (51/98) | 32.65% (32/98) | 10% (227 mentions) | 2.88 | 68.93% | Visible, inconsistent |
| 4 | Huggy | 51.02% (50/98) | 28.57% (28/98) | 9.07% (206 mentions) | 3.26 | 65.96% | Visible, inconsistent |
| 5 | Digisac | 39.80% (39/98) | 24.49% (24/98) | 7.18% (163 mentions) | 3.18 | 65.90% | Visible, inconsistent |
| 6 | Salesforce Service Cloud | 33.67% (33/98) | 2.04% (2/98) | 2.25% (51 mentions) | 7.55 | 55.24% | Visible, inconsistent |
| 7 | HubSpot | 33.67% (33/98) | 1.02% (1/98) | 2.69% (61 mentions) | 6.94 | 55.02% | Visible, inconsistent |
| 8 | RD Station Conversas | 32.65% (32/98) | 4.08% (4/98) | 3.22% (73 mentions) | 6.47 | 57.58% | Visible, inconsistent |
| 9 | Zendesk | 28.57% (28/98) | 15.31% (15/98) | 5.37% (122 mentions) | 4.54 | 67.39% | Visible, inconsistent |
| 10 | Kommo | 24.49% (24/98) | 15.31% (15/98) | 4.19% (95 mentions) | 4.42 | 64.04% | Low AI visibility |
| 11 | respond.io | 21.43% (21/98) | 6.12% (6/98) | 2.33% (53 mentions) | 5.76 | 61.90% | Low AI visibility |
| 12 | Chatsac | 21.43% (21/98) | 3.06% (3/98) | 2.69% (61 mentions) | 5.62 | 58.86% | Low AI visibility |
| 13 | Freshdesk | 12.24% (12/98) | 2.04% (2/98) | 1.67% (38 mentions) | 6 | 61.21% | Low AI visibility |
| 14 | WATI | 11.22% (11/98) | 2.04% (2/98) | 0.84% (19 mentions) | 6.91 | 58.73% | Low AI visibility |
| 15 | Infobip | 8.16% (8/98) | 2.04% (2/98) | 1.15% (26 mentions) | 3.88 | 66.31% | Low AI visibility |
| 16 | OC360 | 6.12% (6/98) | 4.08% (4/98) | 0.93% (21 mentions) | 2.83 | 63.75% | Low AI visibility |
| 17 | BitChat | 6.12% (6/98) | 4.08% (4/98) | 1.41% (32 mentions) | 3.33 | 70.17% | Low AI visibility |
| 18 | Callix | 5.10% (5/98) | 3.06% (3/98) | 1.06% (24 mentions) | 2.6 | 67.30% | Low AI visibility |
| 19 | Weni | 5.10% (5/98) | 1.02% (1/98) | 0.62% (14 mentions) | 4.2 | 62.60% | Low AI visibility |
| 20 | Manychat | 5.10% (5/98) | 0% (0/98) | 0.31% (7 mentions) | 6.2 | 54.90% | Low AI visibility |
| 21 | JetChat | 4.08% (4/98) | 2.04% (2/98) | 0.57% (13 mentions) | 5 | 61.25% | Low AI visibility |
| 22 | Cinndi | 4.08% (4/98) | 1.02% (1/98) | 0.53% (12 mentions) | 4.75 | 61.25% | Low AI visibility |
| 23 | Movidesk | 4.08% (4/98) | 1.02% (1/98) | 0.57% (13 mentions) | 5 | 60% | Low AI visibility |
| 24 | JivoChat | 3.06% (3/98) | 2.04% (2/98) | 0.75% (17 mentions) | 3 | 62.67% | Low AI visibility |
| 25 | Chatwoot | 3.06% (3/98) | 1.02% (1/98) | 0.31% (7 mentions) | 5 | 53.83% | Low AI visibility |
| 26 | BotConversa | 3.06% (3/98) | 1.02% (1/98) | 0.44% (10 mentions) | 5.67 | 65.17% | Low AI visibility |
| 27 | SleekFlow | 3.06% (3/98) | 1.02% (1/98) | 0.13% (3 mentions) | 7 | 58.83% | Low AI visibility |
| 28 | Intercom | 3.06% (3/98) | 0% (0/98) | 0.26% (6 mentions) | 7.33 | 58% | Low AI visibility |
| 29 | Gestão Whats | 2.04% (2/98) | 2.04% (2/98) | 0.31% (7 mentions) | 4 | 71% | Low AI visibility |
| 30 | SplitAPP CRM | 2.04% (2/98) | 1.02% (1/98) | 0.40% (9 mentions) | 3 | 64.50% | Low AI visibility |
| 31 | OmniChat | 2.04% (2/98) | 1.02% (1/98) | 0.35% (8 mentions) | 3.5 | 63% | Low AI visibility |
| 32 | Poli | 2.04% (2/98) | 0% (0/98) | 0.13% (3 mentions) | 6 | 53.75% | Low AI visibility |
| 33 | Trengo | 2.04% (2/98) | 0% (0/98) | 0.09% (2 mentions) | 12 | 53% | Low AI visibility |
| 34 | WeON | 1.02% (1/98) | 1.02% (1/98) | 0.13% (3 mentions) | 2 | 71% | Low AI visibility |
| 35 | TomTicket | 1.02% (1/98) | 0% (0/98) | 0.26% (6 mentions) | 2 | 66.50% | Low AI visibility |
| 36 | Dialogi | 1.02% (1/98) | 0% (0/98) | 0.04% (1 mentions) | 4 | 60% | Low AI visibility |
| 37 | UpChannel | 1.02% (1/98) | 0% (0/98) | 0.22% (5 mentions) | 5 | 63% | Low AI visibility |
| 38 | NeoAssist | 1.02% (1/98) | 0% (0/98) | 0.09% (2 mentions) | 5 | 58% | Low AI visibility |
| 39 | Hi Platform | 1.02% (1/98) | 0% (0/98) | 0.04% (1 mentions) | 5 | 61% | Low AI visibility |
Prompts tested
Every public prompt in this research is listed. Internal classifier and judge instructions are not part of the publication.
- Quais plataformas de atendimento ao cliente pelo WhatsApp uma empresa brasileira deveria considerar em 2026, e por quê?
- Quais são as melhores plataformas de atendimento ao cliente pelo WhatsApp no Brasil para organizar vários clientes, números e atendentes?
- Quais plataformas de atendimento ao cliente pelo WhatsApp no Brasil devo avaliar para centralizar vários números, distribuir filas entre atendentes e manter todo o histórico do cliente?
- Quais plataformas de atendimento ao cliente pelo WhatsApp disponíveis no Brasil ajudam a reduzir o tempo de resposta com automação e transferência simples para um atendente humano?
- Quais plataformas de atendimento ao cliente pelo WhatsApp no Brasil permitem medir SLA, produtividade, conversão e qualidade por equipe?
- Quais plataformas de atendimento ao cliente pelo WhatsApp no Brasil integram CRM e e-commerce pela API oficial da Meta sem aumentar o risco de bloqueio?
- Qual plataforma de atendimento ao cliente pelo WhatsApp é mais adequada para uma pequena empresa brasileira com cinco atendentes, implantação rápida e pouca equipe técnica?
- Quais plataformas de atendimento ao cliente pelo WhatsApp no Brasil funcionam melhor para um e-commerce de médio porte com alto volume de dúvidas, pedidos e pós-venda, múltiplas filas e equipes?
- Quais plataformas de atendimento ao cliente pelo WhatsApp no Brasil devo avaliar se API oficial, conformidade com a LGPD, suporte local e dados auditáveis são obrigatórios?
- Qual plataforma de atendimento ao cliente pelo WhatsApp no Brasil oferece o melhor equilíbrio entre automação, facilidade para os atendentes, integrações e custo previsível em reais?
Methodology
- Only identities confirmed for this category and eligible for its ranking appear in the publication.
- Share of voice uses the complete detected brand landscape denominator, including unresolved brand surfaces, so unresolved discoveries do not inflate published brands' shares.
- Resolved adjacent and noise entities are excluded from the category denominator.
- Identity policy: verified_category_eligible_only
- Scoring version: measurement_v2+sentiment_v3_recommendation+extract=non_registry_brand_extractor_v2_source_artifacts+classifier=sentiment_v3_recommendation
- Resolver version: canonical_identity_resolver_v3+cfg_8e9b4ff20735
- Eligibility version: category_eligibility_v1
- Registry version: 1440
Frequently asked questions
Which plataformas de atendimento pelo whatsapp no brasil platform does ChatGPT recommend most often?
Blip is recommended most often, appearing as a recommended option in 66.33% of usable responses (65 of 98). It was visible in 88.78% of responses and holds 21.23% share of voice.
How many plataformas de atendimento pelo whatsapp no brasil brands are included in this ranking?
39 verified brands are ranked. Only identities confirmed for this category and eligible for its ranking appear in the publication.
What counts as a recommendation?
The brand was explicitly recommended as a suitable option.
How much data is this ranking based on?
98 usable responses across 10 prompts and 10 completed runs, collected in the BR market from August 1, 2026 to August 12, 2026. Confidence is rated high at 83.94.
How is the table ordered?
Brands are ordered by visibility rate, descending. The published ranking order is used to break ties.