<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://gyaneshsamanta.vercel.app</loc>
<lastmod>2026-05-30T21:19:34.756Z</lastmod>
<changefreq>weekly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog</loc>
<lastmod>2026-05-30T21:19:34.756Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/when-ai-agents-become-your-users-what-b2b-saas-gets-wrong-samanta-9mkgc</loc>
<lastmod>2026-05-06T05:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/ai-product-vs-analytics-who-actually-benefits-gyanesh-samanta-9jqvc</loc>
<lastmod>2026-05-02T06:38:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/benchmarks-didnt-ship-atleast-sarvam-gyanesh-samanta-t3hlc</loc>
<lastmod>2026-04-25T05:28:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-ai-compressing-01-pm-timeline-what-gets-skipped-gyanesh-samanta-qsvwe</loc>
<lastmod>2026-04-10T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/use-claude-code-without-spending-time-setup-pm-version-samanta-koiuc</loc>
<lastmod>2026-04-05T08:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/broken-pipeline-nobodys-fixing-gyanesh-samanta-c1hgc</loc>
<lastmod>2026-04-02T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/share-knowledge-sell-personalization-gyanesh-samanta-hjv5c</loc>
<lastmod>2026-03-29T07:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-zomato-creating-illusion-personalisation-without-actually-xz5dc</loc>
<lastmod>2026-03-25T03:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/designers-pms-should-learn-spec-code-over-vibe-coding-gyanesh-samanta-guxpc</loc>
<lastmod>2026-03-17T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/antigravity-has-my-heart-im-gatekeeping-from-you-gyanesh-samanta-uiuac</loc>
<lastmod>2026-03-09T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/identity-product-surface-where-iam-data-user-behavior-gyanesh-samanta-im39c</loc>
<lastmod>2026-03-06T16:45:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/beyond-automation-designing-purposeful-work-within-genai-samanta-hm0nc</loc>
<lastmod>2026-02-28T16:45:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/ai-roadmap-actually-sells-pmo-gtm-alignment-gyanesh-samanta-a6klf</loc>
<lastmod>2026-02-26T16:45:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/validation-gap-why-teams-build-features-nobody-can-use-samanta-kz3lf</loc>
<lastmod>2026-01-22T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/why-snapdeal-failed-my-ex-employee-perspective-its-loyalty-samanta-doijc</loc>
<lastmod>2026-01-07T07:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/national-pride-cant-fix-broken-product-my-month-trying-samanta-zs9bc</loc>
<lastmod>2025-11-21T12:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/password-sharing-tax-most-brilliant-revenue-move-nobody-samanta-yjzec</loc>
<lastmod>2025-11-16T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/spotifys-6-skip-rule-how-one-behavioral-constraint-15b-samanta-mqc8c</loc>
<lastmod>2025-11-07T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/trust-funnel-why-product-experience-features-2025-gyanesh-samanta-4yhdc</loc>
<lastmod>2025-10-29T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/why-companies-should-focus-chatgpt-perplexity-over-seo-samanta-jcmyc</loc>
<lastmod>2025-10-22T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/future-search-how-ai-redefine-information-retrieval-gyanesh-samanta-luvmc</loc>
<lastmod>2025-10-15T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/elevated-professional-navigating-next-era-product-gyanesh-samanta-qlmsc</loc>
<lastmod>2025-07-27T13:34:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/my-steps-from-b2c-b2b-product-management-gyanesh-samanta-tmtec</loc>
<lastmod>2025-06-09T12:59:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/my-ai-feature-ate-roadmap-confessions-product-manager-gyanesh-samanta-djckc</loc>
<lastmod>2025-05-16T05:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/product-managers-tightrope-balancing-idealistic-workable-samanta-objvc</loc>
<lastmod>2025-04-23T06:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/dark-side-data-common-pitfalls-product-analytics-gyanesh-samanta-gckzc</loc>
<lastmod>2025-03-16T03:19:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/from-chat-cheque-whatsapps-strategic-leap-upi-gyanesh-samanta-1gmmc</loc>
<lastmod>2025-02-09T07:41:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/personalisation-scale-product-led-growth-hyper-targeted-samanta-ghazc</loc>
<lastmod>2025-02-02T06:02:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/digital-marketing-bids-strategising-campaigns-gyanesh-samanta-wo7yc</loc>
<lastmod>2024-10-25T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-achieving-product-market-fit-case-studies-gyanesh-samanta-avujc</loc>
<lastmod>2024-10-18T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-building-kpi-trees-data-story-telling-gyanesh-samanta-twqmc</loc>
<lastmod>2024-06-24T05:10:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/behavioural-science-101-3b-framework-gyanesh-samanta-qjj0c</loc>
<lastmod>2024-03-24T09:34:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-we-won-ethindia23-gyanesh-samanta-mplcc</loc>
<lastmod>2023-12-16T17:09:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/navigating-data-wilderness-from-aws-redshift-mongodb-gyanesh-samanta-4oksf</loc>
<lastmod>2023-10-15T04:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/nysee-shootings-gyanesh-samanta</loc>
<lastmod>2023-10-07T17:55:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/navigating-future-decentralized-intelligence-through-data-samanta</loc>
<lastmod>2023-03-20T16:30:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/data-story-telling-what-why-how-gyanesh-samanta</loc>
<lastmod>2022-09-24T11:25:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/how-pattern-recognition-is-an-important-skill-and-how-you-re-missing-out</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/beyond-the-vanity-metrics-that-truly-drive-product-growth</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/deciphering-digital-dna-how-data-breathes-life-into-product-development</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/navigating-the-tightrope-striking-the-perfect-balance-between-privacy-and-person</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/product-led-organisations</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/product-strategy-free-template</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/developing-a-business-case</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/edition-5-the-final-pitch-presenting-a-compelling-business-case</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/product-marketing-crafting-an-effective-gtm-strategy</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/a-detailed-look-into-oms-order-management-systems-post-purchase</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://gyaneshsamanta.vercel.app/blog/the-cognitive-economy-in-an-age-of-abundance</loc>
<lastmod>2000-01-01T00:00:00.000Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
</urlset>
