# ProdMoh AI

Segundo a telemetria do OpenAITools.app verificada em 2026-11-11, ProdMoh AI (prodmoh.com) é uma plataforma de IA indexada em Product manager com IA que gera 1,53 mil visitas mensais com variação de tráfego mês a mês de -747 (-32,8%). Seu principal mercado geográfico é Reino Unido (100% de participação no tráfego) e opera com modelo de preços Freemium, Grátis. As principais alternativas concorrentes por volume mensal incluem ChatPRD (128,79 mil visitas/mês), metastory AI (1,02 mil visitas/mês), Productboard (297,5 mil visitas/mês).

ProdMoh is an AI copilot for product teams that converts raw customer feedback into structured product specs — PRDs, user stories, acceptance criteria and AI guardrails — then pushes that context into coding assistants such as Cursor, Claude and Windsurf through an MCP integration.

## Principais dados de telemetria e especificações

| Métrica | Valor |
| :--- | :--- |
| Nome da ferramenta | ProdMoh AI |
| Handle | prodmoh-ai |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Domínio oficial | prodmoh.com |
| URL do site | https://prodmoh.com |
| Categorias | Product manager com IA, Assistente de IA, Gestão de projetos com IA, Ferramentas de produtividade com IA, AI Writing Assistants |
| Modelo de preços | Freemium, Grátis |
| Visitas mensais | 1.532 |
| Variação de tráfego mensal | -747 |
| Taxa de crescimento mensal | -32,8% |
| Mercado principal | Reino Unido |
| Participação de mercado | 100% |
| Visitas diretas | 639 |
| Visitas de busca orgânica | — |
| Visitas sociais | — |
| Visitas de referência | 168 |
| Visitas por e-mail | 45 |
| Nota de avaliação | 4,2 |
| Contagem de favoritos | 0 |
| Plataformas suportadas | Site |
| Plataformas de cobrança |  |
| Atributos | Recursos: Site; Preços: Freemium; Preços: Grátis |
| Tags | Gestão de produto com IA, Geração de PRD, Criação de histórias de usuário, Desenvolvimento de personas, acompanhamento de KPI, Acompanhamento de OKR, Gestão ágil de projetos, Otimização de produtividade, Análise de sistemas de negócio |

## Visão geral

ProdMoh is an AI copilot for product teams that converts raw customer feedback into structured product specs — PRDs, user stories, acceptance criteria and AI guardrails — then pushes that context into coding assistants such as Cursor, Claude and Windsurf through an MCP integration.

## Preços e planos

Credit-based, one-time packs with no subscription. Every new account starts with 200 free credits. Packs are Mini ($12 / 500 credits), Starter ($39 / 2,000), Growth ($129 / 10,000) and Pro ($399 / 40,000), with per-credit cost falling as packs get larger. Feature usage is metered in credits — for example 5 credits per feedback item, 25 per user story, 100 per PRD, 10 per MCP call. Mini credits last 6 months, Starter and Growth 1 year, and Pro credits never expire.

## Principais recursos e capacidades

- **Customer Pulse:** Ingests support tickets, CSVs and text files, then clusters them into recurring themes and product opportunities instead of leaving teams to triage complaints one by one.
- **PRD and user story generation:** Drafts complete product requirement documents with user stories, acceptance criteria, constraints and eval plans pre-filled from an approved feedback preview.
- **ProdMoh Score:** Scores each idea against strategic, market and execution fit so product leaders can compare competing bets before committing build capacity.
- **MCP integration for coding agents:** A Model Context Protocol server loads PRD context, stories and guardrails straight into Claude, Cursor or Windsurf, keeping AI-assisted implementation aligned with the spec.
- **Codebase X-Ray and Release Gate:** Flags risky diffs and tracks evidence against each acceptance scenario, returning a human approve, block or defer decision before a release goes out.

## Principais casos de uso

- **From feedback pile to prioritised roadmap (Product managers):** Bring in a quarter of support tickets, let Customer Pulse surface the dominant themes, and score each opportunity before writing a single spec.
- **Ship specs that coding agents can act on (Startup founders):** Generate a PRD with guardrails, then hand it to Cursor or Claude through MCP so prototype work follows explicit acceptance criteria.
- **Reduce clarification churn (Engineering leads):** Give developers saved requirements and constraints in their IDE instead of repeated back-and-forth handoffs, and review AI-generated diffs against defined eval plans.
- **Keep a portfolio aligned to business goals (Product leadership):** Use Product Canvas and the Strategic Brief to spot over-concentrated bets and unresolved decisions without running another status meeting.

## Pontos fortes

- Covers the full arc from feedback intake to release review instead of solving one isolated step
- MCP integration is genuinely useful for teams already building with Cursor, Claude or Windsurf
- One-time credit packs with team sharing and no recurring subscription suit project-based usage
- Free 200 credits and a no-signup preview make evaluation easy before paying

## Limitações

- Credit metering adds a layer of cost forecasting to plan for, especially on feedback-heavy workloads
- Some third-party links in the workflow point to sibling products such as Ganivra, which can feel like cross-promotion
- Leadership and portfolio features are most valuable at larger team sizes, so small solo users may not use them all

## Perguntas frequentes

### Is ProdMoh free to try?
Yes. Every new account receives 200 free credits with no credit card required, and the public preview tool lets you generate up to three previews a day without signing up.

### Does ProdMoh use a subscription?
No. Pricing is based on one-time credit packs that never auto-renew, and purchased credits can be shared across your whole team.

### Which AI coding tools does it connect to?
The MCP integration is built for Claude, Cursor and Windsurf, so saved PRDs, user stories and guardrails can be loaded directly into the assistant you already use.

### Do credits expire?
It depends on the pack. Mini credits are valid for six months, Starter and Growth for one year, and Pro credits never expire.

### What counts as one feedback item?
One item equals one CSV row, one TXT entry, or one ticket pulled from Jira or ServiceNow, so credit usage follows the real volume of feedback processed.

### Qual é o tráfego mensal e a tendência de crescimento de ProdMoh AI?
ProdMoh AI recebe atualmente 1,53 mil visitas mensais, com variação de tráfego mês a mês de -747 (taxa de crescimento de -32,8%). Seu principal mercado de origem é Reino Unido (100% de participação), incluindo 639 visitas diretas/mês e — visitas de busca orgânica/mês.

### O ProdMoh AI é gratuito? Qual é o seu modelo de preços?
ProdMoh AI opera com um modelo de preços Freemium, Grátis. Credit-based, one-time packs with no subscription. Every new account starts with 200 free credits. Packs are Mini ($12 / 500 credits), Starter ($39 / 2,000), Growth ($129 / 10,000) and Pro ($399 / 40,000), with per-credit cost falling as packs get larger. Feature usage is metered in credits — for example 5 credits per feedback item, 25 per user story, 100 per PRD, 10 per MCP call. Mini credits last 6 months, Starter and Growth 1 year, and Pro credits never expire. As plataformas de cobrança e checkout suportadas incluem: não listado.

### Quais são as melhores alternativas de ProdMoh AI em 2026?
Com base no tráfego das categorias e na adequação de recursos do OpenAITools.app, as cinco principais alternativas a ProdMoh AI são: 1. ChatPRD (128,79 mil visitas/mês); 2. metastory AI (1,02 mil visitas/mês); 3. Productboard (297,5 mil visitas/mês); 4. Proddy.io (584 visitas/mês); 5. Notion (173,44 mi visitas/mês).

### Quais plataformas e principais capacidades de IA o ProdMoh AI suporta?
ProdMoh AI está classificado em Product manager com IA, Assistente de IA, Gestão de projetos com IA, Ferramentas de produtividade com IA, suporta as seguintes plataformas: Site, e suas principais tags de capacidade incluem: Gestão de produto com IA, Geração de PRD, Criação de histórias de usuário, Desenvolvimento de personas, acompanhamento de KPI, Acompanhamento de OKR.

## Alternativas

| Nome da ferramenta | Visitas mensais | Modelo de preços | Comparar |
| :--- | :--- | :--- | :--- |
| [ChatPRD](https://openaitools.app/pt/tool/chatprd) | 128.788 | Freemium | [Comparar](https://openaitools.app/pt/compare/chatprd-vs-prodmoh-ai) |
| [metastory AI](https://openaitools.app/pt/tool/metastory-ai) | 1.020 | Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/metastory-ai-vs-prodmoh-ai) |
| [Productboard](https://openaitools.app/pt/tool/productboard) | 297.500 | Freemium, Teste gratuito, Pago, Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/prodmoh-ai-vs-productboard) |
| [Proddy.io](https://openaitools.app/pt/tool/proddy-io) | 584 | Freemium | [Comparar](https://openaitools.app/pt/compare/proddy-io-vs-prodmoh-ai) |
| [Notion](https://openaitools.app/pt/tool/t) | 173.441.670 | Freemium | [Comparar](https://openaitools.app/pt/compare/prodmoh-ai-vs-t) |
| [Ainna AI](https://openaitools.app/pt/tool/ainna-ai) | 8.351 | Teste gratuito, Pago, Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/ainna-ai-vs-prodmoh-ai) |
| [Bagel AI](https://openaitools.app/pt/tool/bagel-ai) | 6.804 | Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/bagel-ai-vs-prodmoh-ai) |
| [Canny Autopilot](https://openaitools.app/pt/tool/canny-autopilot) | 419.132 | Freemium, Pago, Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/canny-autopilot-vs-prodmoh-ai) |
| [WriteMyPRD](https://openaitools.app/pt/tool/writemyprd) | 1.565 | Freemium | [Comparar](https://openaitools.app/pt/compare/prodmoh-ai-vs-writemyprd) |
| [Prompt Builder](https://openaitools.app/pt/tool/prompt-builder) | 113.122 | Freemium | [Comparar](https://openaitools.app/pt/compare/prodmoh-ai-vs-prompt-builder) |
| [Vaiz](https://openaitools.app/pt/tool/vaiz) | 13.191 | Teste gratuito, Pago | [Comparar](https://openaitools.app/pt/compare/prodmoh-ai-vs-vaiz) |
| [Claude](https://openaitools.app/pt/tool/claude-2) | 1.253.439.413 | Freemium | [Comparar](https://openaitools.app/pt/compare/claude-2-vs-prodmoh-ai) |

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Fonte: https://openaitools.app/pt/tool/prodmoh-ai