How platforms are scored

1. Pricing & Free Trial

   20points

   • Total cost in the standard Brazilian scenario10
   • Free plan, trial, sandbox or API test quota4
   • Transparency of Meta fees, markup, seats and AI4
   • Contract, cancellation and minimum commitment2

2. Brazilian Localization

   16points

   • Interface and documentation in Brazilian Portuguese3
   • Customer support in PT-BR and Brazilian hours3
   • Brazilian legal entity or confirmed local team2
   • Local phone or verified local contact channel2
   • Subscription billed in BRL with local methods and invoices3
   • Local onboarding and LGPD documentation3

3. WhatsApp API & Automation

   15points

   • Official path to the WhatsApp Business Platform and WABA2
   • Create or edit templates by API and submit for review2
   • Template status by API or webhook, with rejection reasons2
   • No-code builder, triggers and inbound auto-replies3
   • Shared inbox, operator routing and human handoff3
   • Message statuses, webhooks, diagnostics, retries and limits3

4. Market Reputation

   12points

   • Normalised rating from Brazilian users5
   • Number and stability of Brazilian reviews3
   • Global product rating from independent sources3
   • Recency, product identity and source quality1

5. AI Chatbots & Agents

   12points

   • AI conversations in PT-BR and context handling3
   • Knowledge base, documents and updates (RAG)2
   • Agent actions through tools or API3
   • Human handoff, guardrails, logs and human editing2
   • AI plan limits and model configuration made public2

6. Pix & Local Payments

   10points

   • Individual payment link by API1
   • Dynamic Pix QR or Pix Copia e Cola by API1
   • Payment data inserted into the WhatsApp message1
   • Payment confirmation by webhook starts the next step1
   • Brazilian PSPs and methods: Pix, boleto, cards2
   • Payment linked to order, contact and CRM2
   • Security, idempotency and no-code payment flow2

7. Developer API & MCP

   10points

   • API coverage, versioning, errors and limits3
   • Official provider MCP server3
   • OpenAPI or JSON Schema, official agent skills, AI docs2
   • Authentication and official SDKs2

8. CRM & Sales

   5points

   • Built-in CRM: contacts, deals, pipeline stages2
   • Operators, tasks and permissions1
   • Segments, events and CRM automation1
   • Import, export and external CRM integrations1

A platform enters the ranking when its eligible plan meets the admission conditions and at least 80% of the applicable points are backed by official sources.

The split of each criterion into checked items is being calibrated on the first cards; the weights are final.