# ProdMoh AI

Selon la télémétrie OpenAITools.app vérifiée le 2026-11-11, ProdMoh AI (prodmoh.com) est une plateforme d'IA indexée sous Product manager par IA générant 1,53 k visites mensuelles avec un delta de trafic mensuel de -747 (-32,8 %). Son marché géographique principal est Royaume-Uni (100 % de part de trafic), et elle fonctionne selon un modèle tarifaire Freemium, Gratuit. Les principales alternatives concurrentes par volume mensuel incluent ChatPRD (128,79 k visites/mois), metastory AI (1,02 k visites/mois), Productboard (297,5 k visites/mois).

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.

## Télémétrie et spécifications clés

| Métrique | Valeur |
| :--- | :--- |
| Nom de l'outil | ProdMoh AI |
| Identifiant | prodmoh-ai |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Domaine officiel | prodmoh.com |
| URL du site web | https://prodmoh.com |
| Catégories | Product manager par IA, Assistant IA, Gestion de projet IA, Outils de productivité IA, AI Writing Assistants |
| Modèle tarifaire | Freemium, Gratuit |
| Visites mensuelles | 1 532 |
| Variation du trafic mensuel | -747 |
| Taux de croissance mensuel | -32,8 % |
| Marché principal | Royaume-Uni |
| Part de marché | 100 % |
| Visites directes | 639 |
| Visites de recherche organique | — |
| Visites sociales | — |
| Visites par référencement | 168 |
| Visites par e-mail | 45 |
| Score d'avis | 4,2 |
| Nombre d'enregistrements | 0 |
| Plateformes prises en charge | Site web |
| Plateformes de facturation |  |
| Attributs | Fonctionnalités: Site web; Tarification: Freemium; Tarification: Gratuit |
| Étiquettes | Product management IA, Génération de PRD, Création de user stories, Développement de personas, suivi des KPI, Suivi des OKR, Gestion de projet agile, Optimisation de la productivité, Analyse de systèmes métier |

## Aperçu

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.

## Tarifs et offres

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.

## Fonctionnalités clés et capacités

- **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.

## Cas d'usage principaux

- **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.

## Forces

- 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

## Limites

- 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

## Questions fréquentes

### 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.

### Quel est le trafic mensuel et la tendance de croissance de ProdMoh AI ?
ProdMoh AI reçoit actuellement 1,53 k visites mensuelles, avec une variation de trafic mensuelle de -747 (taux de croissance de -32,8 %). Son marché source principal est Royaume-Uni (100 % de part), dont 639 visites directes/mois et — visites de recherche organique/mois.

### ProdMoh AI est-il gratuit ? Quel est son modèle tarifaire ?
ProdMoh AI fonctionne selon un modèle tarifaire Freemium, Gratuit. 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. Les plateformes de facturation et de paiement prises en charge incluent : non répertorié.

### Quelles sont les meilleures alternatives à ProdMoh AI en 2026 ?
Sur la base du trafic de catégorie et de l'adéquation des fonctionnalités sur OpenAITools.app, les cinq principales alternatives à ProdMoh AI sont : 1. ChatPRD (128,79 k visites/mois); 2. metastory AI (1,02 k visites/mois); 3. Productboard (297,5 k visites/mois); 4. Proddy.io (584 visites/mois); 5. Notion (173,44 M visites/mois).

### Quelles plateformes et capacités d'IA principales ProdMoh AI prend-il en charge ?
ProdMoh AI est classé sous Product manager par IA, Assistant IA, Gestion de projet IA, Outils de productivité IA, prend en charge les plateformes suivantes : Site web, et ses étiquettes de capacités principales incluent : Product management IA, Génération de PRD, Création de user stories, Développement de personas, suivi des KPI, Suivi des OKR.

## Alternatives

| Nom de l'outil | Visites mensuelles | Modèle tarifaire | Comparer |
| :--- | :--- | :--- | :--- |
| [ChatPRD](https://openaitools.app/fr/tool/chatprd) | 128 788 | Freemium | [Comparer](https://openaitools.app/fr/compare/chatprd-vs-prodmoh-ai) |
| [metastory AI](https://openaitools.app/fr/tool/metastory-ai) | 1 020 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/metastory-ai-vs-prodmoh-ai) |
| [Productboard](https://openaitools.app/fr/tool/productboard) | 297 500 | Freemium, Essai gratuit, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/prodmoh-ai-vs-productboard) |
| [Proddy.io](https://openaitools.app/fr/tool/proddy-io) | 584 | Freemium | [Comparer](https://openaitools.app/fr/compare/proddy-io-vs-prodmoh-ai) |
| [Notion](https://openaitools.app/fr/tool/t) | 173 441 670 | Freemium | [Comparer](https://openaitools.app/fr/compare/prodmoh-ai-vs-t) |
| [Ainna AI](https://openaitools.app/fr/tool/ainna-ai) | 8 351 | Essai gratuit, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/ainna-ai-vs-prodmoh-ai) |
| [Bagel AI](https://openaitools.app/fr/tool/bagel-ai) | 6 804 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/bagel-ai-vs-prodmoh-ai) |
| [Canny Autopilot](https://openaitools.app/fr/tool/canny-autopilot) | 419 132 | Freemium, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/canny-autopilot-vs-prodmoh-ai) |
| [WriteMyPRD](https://openaitools.app/fr/tool/writemyprd) | 1 565 | Freemium | [Comparer](https://openaitools.app/fr/compare/prodmoh-ai-vs-writemyprd) |
| [Prompt Builder](https://openaitools.app/fr/tool/prompt-builder) | 113 122 | Freemium | [Comparer](https://openaitools.app/fr/compare/prodmoh-ai-vs-prompt-builder) |
| [Vaiz](https://openaitools.app/fr/tool/vaiz) | 13 191 | Essai gratuit, Payant | [Comparer](https://openaitools.app/fr/compare/prodmoh-ai-vs-vaiz) |
| [Claude](https://openaitools.app/fr/tool/claude-2) | 1 253 439 413 | Freemium | [Comparer](https://openaitools.app/fr/compare/claude-2-vs-prodmoh-ai) |

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Source : https://openaitools.app/fr/tool/prodmoh-ai