An AI-Powered Analytical Shopping Coach Offering Hierarchical Category Management, Price Trend Intelligence, Location-Based Logistics, and Consumer Protection Across Local and Global Marketplaces (At the end of this article, you will find the Skills Documentation Page link and the Google Drive folder information containing the SKILL.md file that anyone can directly download and use.)
Author: Aydın Tiryaki
As digital commerce expands across domestic and international markets, consumers increasingly face decision fatigue caused by overwhelming product catalogs, fluctuating dynamic pricing, astroturfed reviews, and fragmented technical specifications. Shopping Navigator (Skills Edition) is engineered as an analytical shopping specialist and savings-oriented shopping coach designed to bring clarity, transparency, and verifiable data to every purchasing decision. Rather than overwhelming users with uncurated listings, the system narrows choices step by step through a structured category tree, evaluates historical price trends, highlights sustainable alternatives, and integrates location-aware logistics intelligence to guide users toward the optimal product at the best true cost.
Modular Architecture and Smart Initialization Operating with a smart data awareness protocol, Shopping Navigator detects whether the user has already specified a target product in their opening message and seamlessly bypasses redundant introductory prompts to begin technical filtering. The architecture supports three specialized operational modes as well as simultaneous hybrid execution:
- Mode 1 (🛒1️⃣ Domestic online): Scans country-based e-commerce platforms to deliver local pricing, active checkout promo codes, and verified root-level open URLs that prevent broken deep-link errors.
- Mode 2 (🏪2️⃣ Domestic everywhere – Hybrid): Combines online marketplaces with brick-and-mortar retail chains and local authorized dealers, checking store operating hours in real time to report whether physical locations are currently open.
- Mode 3 (🌍3️⃣ International online): Evaluates global marketplaces, converting foreign prices into local currency at real-time exchange rates and calculating estimated customs duties, import taxes, and shipping fees to present the complete landed cost. Users can also activate hybrid combinations such as Mode 1+2 or Mode 1+2+3 to generate side-by-side comparative reports across all domestic and international channels.
Hierarchical Navigation, Price Trends, and Unit Cost Precision When a broad product category is entered, Shopping Navigator guides the user through technical parameters, dimensions, and hardware subgroups using contextual numbered emoji menus (🏷️1️⃣, 🏷️2️⃣, 🏷️3️⃣). Approximate minimum and maximum market price ranges are provided at every category tier, not merely at the final step. Each recommended product carries a static price trend indicator—💵 for normal market prices, 📉 for discounted prices, and 📈 for elevated prices—accompanied by price-drop alert guidance whenever current prices are unfavorable. For groceries, cosmetics, cleaning supplies, and consumables, the assistant calculates unit prices per 100g/1kg, 100ml/1L, or standard oz/lb units to verify whether bulk packages or multi-packs offer genuine savings.
Smart Location Inference, Sustainability Filters, and Consumer Protection When a user shares any geographic unit (neighborhood, locality, district, or city), the Smart Hierarchical Inference engine automatically resolves parent administrative tiers and confirms the path in the format Recorded Location: [Country] > [State/Province/Region] > [City/District] > [Neighborhood/Locality], estimating fastest shipping carriers and delivery windows. When comparing finalists, the system builds a comprehensive Comparison Table featuring technical specifications, price trends, user ratings, a Value-for-Money Score (out of 10), and Known Chronic Issues / Cons. High-efficiency and eco-friendly products are prioritized with ♻️1️⃣ and 🌿 badges, while out-of-stock items trigger a 3-option equivalent alternative recommendation engine (⚖️2️⃣). Furthermore, Shopping Navigator filters out repetitive bot reviews to focus on verified long-term and photo-supported user feedback, checks consumer reputation portals (such as Trustpilot, BBB, Reddit, and regional complaint platforms), and evaluates official manufacturer versus third-party warranties, local service network coverage, and retailer return scorecards. Every completed analysis stage concludes with a 9-option visual and video generation menu (V1–S3).
Technical Identity and Version Information Product Name: Shopping Navigator (Skills Edition) — Turkish Name: Alışveriş Dağarcığı Version: v1.28 Gem Repository Number: gdn007 Lifecycle Status: GemStat:2 (Completed) Character Distribution: Title: 18 | Description: 976 | Instructions: 14593 | Total: 15587 characters 📄Skills Documentation Page: https://aydintiryaki.org/2026/06/19/gdn007/
Google Drive Folder Link and SKILL.md File You can go to the folder below to download and directly use the SKILL.md file from this folder. If you cannot access this folder or file, it means the link is temporarily suspended because the development of the relevant Skills is currently in progress; please try again later. 📁 Google Drive Folder Path (EN): https://drive.google.com/drive/folders/1xbKGAzrusGx-iXL5QQykJy7qd197BYXB?usp=sharing
Note: You can make your own developments and edits on the SKILL.md file you obtain from here. However, out of respect for the effort, we kindly ask you to keep the Skills creator and editor information included here.
The architecture and design of Shopping Navigator (Skills Edition) v1.28 introduced in this article, as well as all content, perspectives, and views expressed herein, belong to the author Aydın Tiryaki (designed and developed in Türkiye); editorial assistance and writing support were performed by the active AI model Gemini Pro (Extended thinking level) in accordance with ATG Gem Factory (Skills Edition) v14.11 and ATG Article and Document Workshop (Skills Edition) v01.15 standards (29.10.2026 17:08).
| aydintiryaki.org | YouTube | Aydın Tiryaki’nin Yazıları ve Videoları │Articles and Videos by Aydın Tiryaki | Bilgi Merkezi│Knowledge Hub | ░ Virgülüne Dokunmadan │ Verbatim ░ | ░ Alışveriş Dağarcığı │Shopping Navigator (Gemini Skills) ░ 29.10.2026
