AI for Product Managers: Market Research and Backlog Prioritization — WalkSelf
4.8 (20) ⏱ 2h 36m 📚 26 lessons

AI for Product Managers: Market Research and Backlog Prioritization

Learn to leverage generative AI to streamline market research, prioritize your product backlog, and make data-informed decisions without prior technical experience.

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About this course

Product management requires balancing endless tasks, from analyzing market trends to organizing feature requests. Generative AI offers a powerful way to accelerate these workflows and make smarter product decisions. This text-based course teaches you how to integrate modern artificial intelligence into your daily product management routines. You will explore foundational AI concepts and learn to apply them directly to user research, competitive analysis, and roadmap planning. What you'll learn: - Understand fundamental AI terminology and how large language models process information. - Apply prompt engineering techniques to extract precise insights for product strategy. - Conduct comprehensive market research and competitive analysis using AI assistance. - Prioritize your product backlog effectively by analyzing user feedback and feature impact. - Design structured AI workflows to automate repetitive product documentation tasks. The curriculum begins with essential definitions before moving into practical, scenario-based written exercises. You will progress from writing your first strategic prompts to building a comprehensive, AI-assisted product planning framework. Designed specifically for beginner product managers, aspiring PMs, and founders, this course requires no prior technical background or programming experience. Start reading today to transform how you research, plan, and build products with modern AI tools.

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  • Short & focused
    2h 36m of practical content

Reviews (20)

Emilia Fischer AT Verified learner
★ 5 · July 25, 2026

Ich arbeite seit knapp drei Jahren als Product Manager und Marktforschung war für mich immer der Teil, den ich am liebsten abgeschoben hätte, weil er so viel Zeit frisst. Dieser Kurs zeigt sehr konkret, wie man generative KI nutzt, um Nutzerinterviews und Wettbewerbsdaten schneller auszuwerten, ohne dabei die Nuancen zu verlieren. Besonders hilfreich fand ich das Kapitel zur Backlog-Priorisierung, in dem verschiedene Scoring-Modelle mit KI-Unterstützung kombiniert werden. Ich habe die Methode direkt in unserem letzten Planning-Meeting angewendet und die Diskussion war spürbar strukturierter als sonst. Insgesamt ein Kurs, der wirklich am echten Arbeitsalltag ansetzt und nicht nur Buzzwords aneinanderreiht.

Citra Kirana ID Verified learner
★ 5 · July 24, 2026

Prioritisasi backlog dengan bantuan AI jadi terasa masuk akal, riset pasar pun lebih cepat.

Vitor Andrade BR Verified learner
★ 4 · July 20, 2026

Bom conteúdo, exemplos podiam ser mais variados.

Sophie Wagner AT
★ 5 · July 18, 2026

Der Teil über KI-gestützte Wettbewerbsanalyse hat mir sofort neue Ideen für unsere nächste Roadmap gegeben.

渡辺 颯太 JP Verified learner
★ 5 · July 15, 2026

バックログの優先順位付けをAIでどう組み立てるか、実際のプロダクト事例で説明されていてすぐ仕事に応用できました。

Andrea Fontana IT Verified learner
★ 4 · July 13, 2026

Le tecniche di ricerca di mercato con l'IA sono utilissime, anche se il modulo finale sul backlog poteva essere un po' più approfondito.

Nguyễn Văn Phát VN Verified learner
★ 5 · July 7, 2026

Tôi làm product manager được hai năm và phần nghiên cứu thị trường luôn là khâu tốn thời gian nhất trong công việc của tôi. Khóa học này hướng dẫn rất cụ thể cách dùng AI để tổng hợp phản hồi khách hàng và phân tích đối thủ nhanh hơn nhiều so với cách làm thủ công trước đây. Phần ưu tiên backlog kết hợp giữa các mô hình chấm điểm truyền thống và gợi ý từ AI thực sự mở ra cách tiếp cận mới cho tôi. Tôi đã áp dụng ngay vào buổi họp lên kế hoạch sprint tuần trước và cả nhóm đều thấy quyết định rõ ràng hơn. Nhịp độ bài giảng vừa phải, ví dụ thực tế, không bị sa đà vào lý thuyết suông.

Sofia Esposito IT
★ 4 · July 4, 2026

Il corso spiega molto bene come usare l'IA per velocizzare la ricerca di mercato, con esempi presi da casi reali di product management. Ho trovato particolarmente utile la parte sulla prioritizzazione del backlog con punteggi automatici. L'unico neo è che alcune lezioni si concentrano troppo su prodotti software e poco su altri settori.

Mariam binti Kassim MY Verified learner
★ 5 · July 4, 2026

Saya seorang product manager dan selalu rasa kurang yakin bila nak susun keutamaan backlog. Kursus ini tunjukkan cara guna AI untuk cepat analisa maklum balas pelanggan dan terus kaitkan dengan keputusan produk. Saya terus pakai teknik ni untuk mesyuarat sprint minggu lepas dan ia memang jimat masa.

Ricardo Rocha BR Verified learner
★ 5 · June 30, 2026

Mudou completamente como eu priorizo o backlog.

Thomas Lee AU
★ 4 · June 29, 2026

Solid framework, wished for more templates.

Thomas Lambert BE Verified learner
★ 5 · June 23, 2026

En tant que product manager depuis presque cinq ans, je pensais déjà bien maîtriser la recherche marché, mais ce cours m'a montré des méthodes que je n'avais jamais essayées avec l'IA générative. La partie sur la synthèse automatique des retours utilisateurs pour en tirer des thèmes exploitables m'a fait gagner un temps fou sur mon dernier projet. J'ai particulièrement aimé la section sur la priorisation du backlog, qui combine des grilles de score classiques avec des suggestions générées par IA pour affiner les décisions. J'ai testé la méthode directement lors de notre réunion de planification et l'équipe a trouvé les arguments beaucoup plus clairs. Le rythme est bien dosé et les exemples restent concrets du début à la fin.

Bram de Vries NL Verified learner
★ 5 · June 18, 2026

Ik werk als product manager en marktonderzoek was altijd het onderdeel waar ik het meest tegenop zag. Deze cursus laat heel praktisch zien hoe je AI inzet om klantfeedback sneller te structureren en prioriteiten in de backlog te onderbouwen. Ik heb de aanpak meteen gebruikt bij onze laatste sprint planning en het scheelde echt tijd.

Jack Hall GB Verified learner
★ 5 · June 17, 2026

The backlog prioritization framework alone was worth going through this course slowly. It shows how to combine RICE-style scoring with AI-generated insights from customer feedback so you're not just guessing at what matters most. I've already restructured how our team ranks features for the next quarter based on what I learned here.

Thiago Lopes BR Verified learner
★ 5 · June 14, 2026

Direto ao ponto e muito aplicável no dia a dia.

Nguyễn Văn Minh VN Verified learner
★ 4 · June 6, 2026

Hữu ích nhưng hơi nhiều lý thuyết.

Oskari Niemi FI Verified learner
★ 5 · June 5, 2026

I've been a PM for about four years and backlog prioritization has always felt more like gut instinct than process. This course breaks down how to actually use AI to pull signal out of customer interviews and support tickets instead of just skimming them manually. The section on scoring frameworks combined with AI-assisted synthesis was the part that clicked for me, since I could see exactly how to turn messy qualitative feedback into a ranked list. I applied the market research workflow to a real feature debate at work and it genuinely changed the outcome of the discussion. Pacing is reasonable, nothing feels padded, and the examples are grounded in real product scenarios rather than generic tech talk.

منيرة المطيري KW Verified learner
★ 5 · June 5, 2026

प्रोडक्ट मैनेजर के तौर पर मार्केट रिसर्च में हमेशा बहुत समय लगता था, यह कोर्स दिखाता है कि AI से यूज़र फीडबैक को कैसे तेज़ी से समझा जाए। बैकलॉग प्रायोरिटाइज़ेशन वाला हिस्सा खासतौर पर व्यावहारिक है, स्कोरिंग मॉडल के साथ AI सुझाव जोड़कर फैसले लेना आसान हो गया। मैंने पिछले स्प्रिंट प्लानिंग में यही तरीका अपनाया और टीम को फैसला लेना काफी आसान लगा।

Kwesi Kyeremateng GH Verified learner
★ 5 · May 26, 2026

The prioritization scoring templates are something I now use every single sprint planning session.

Ольга Соколова RU Verified learner
★ 5 · May 26, 2026

Раздел про приоритизацию бэклога с помощью ИИ оказался именно тем, чего не хватало нашей команде на планировании спринтов.

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