@ngogabriels: signal 51/100
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#38 of 190 accounts read, fewer needle hits than 78% of them. The leaderboard
Most of these 15 posts are about other people's work. With most of them about what @ngogabriels builds, measures or lives, this account joins Find, where people look for builders worth following. The next reading counts the newest posts.
NGO Gabriel, the last 15 posts, read by six needles; the score counts the 14 that are words only. A reading of the words, not a verdict on the person, and not a prediction of reach.
Every post, ranked
Best to weakest by overall signal. Pick a needle to rank the posts by that needle alone.
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1 of 15 Strongest post
24views0likes0reposts2replies
AI recommends what it understands. When travelers ask ChatGPT or Gemini where to go, countries with messy data get skipped. We’re launching PearlGraph (OreeStudios) to turn Uganda’s tourism into verified, machine-readable ground truth. Africa’s first answer-ready destination is here. As discovery shifts from search engines to conversational agents, PearlGraph delivers destination intelligence infrastructure via a dual distribution model: an open Model Context Protocol (MCP) server for connected agents and crawlable structured manifests (`llms.txt`) for web-grounded models. Under the hood, we combine a Neo4j knowledge graph mapping regional transport links and indicative journey times with a vector database capturing local cultural lore and trekking advice. Every record links to verified source provenance official tariffs, published quota schedules, seasonal access rules, and direct institutional booking routes. Hosted under an open-source license, PearlGraph eliminates commercial platform gatekeeping with zero listing fees and zero commissions. When frontier AI models plan journeys across Africa, Uganda is no longer hallucinated or bypassed, it’s authoritatively cited and directly discoverable.
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2 of 15 15views0likes0reposts1replies
AI recommends what it understands. When travelers ask ChatGPT or Gemini where to go, countries with messy data get skipped. We’re launching PearlGraph (OreeStudios) to turn Uganda’s tourism into verified, machine-readable ground truth. Africa’s first answer-ready destination is here. Travel planning is rapidly moving from search engine links to AI assistants. PearlGraph bridges that gap in two ways: letting connected AI agents pull live answers directly, while making Uganda’s travel facts easy for search-grounded models to find and cite. Behind the scenes, we connect real travel routes and driving times with rich local culture, hidden spots, and trekking tips. Every single detail is backed by official sources, verified park tariffs, permit rules, seasonal advice, and direct contacts for Ugandan operators and authorities. Hosted openly, PearlGraph cuts out foreign gatekeepers with zero listing fees and zero commissions. When global AI models help travelers plan an African adventure, Uganda won’t get made-up details or passed over it gets accurately cited and directly discovered.
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3 of 15 43views0likes0reposts1replies
Today, we completed our first real-world test of Ti-bag with @amanettoug . Businesses will be able to connect their existing website to Ti-bag, or create a Ti-bag Shop if they don’t have one. Once connected, their products and services can become accessible through AI assistants , including ChatGPT, Gemini, Claude and other AI experiences. Customers will be able to discover what a business offers, ask questions, compare options, customize what they want and place orders conversationally through AI assistant such as ChatGPT, Gemini and Claude . For businesses, the idea is simple: Connect once to Ti-bag. Become accessible across the AI commerce ecosystem. Technically, Ti-bag acts as a standardized commerce API/connector layer between business systems and LLMs, exposing structured products, availability, cart, checkout and order capabilities to AI platforms through a single integration. Our first weekend test is now complete. Pretty interesting ! We’re building the commerce layer between businesses and AI. 🔗
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4 of 15 29views0likes0reposts1replies
We finished our first live test of Ti-bag. A real business put its products in. A customer asked questions in chat. They could see what was available and what could actually be ordered. That’s the whole product: fresh shop data, in conversation.
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5 of 15 62views0likes0reposts1replies
As a business, you don’t necessarily need to put AI inside your ordering system. You need your ordering system to be accessible inside the major AI platforms. Think about how customers will increasingly buy: “I need a restaurant near me that delivers jollof.” “I need a phone under $300.” “Find me a salon in Kampala that’s open now.” The AI becomes the place where the customer discovers what they need. But discovery alone isn’t enough. The AI needs to know what you sell, your prices, availability, location, delivery options and how to place an order. That’s where Ti-bag comes in. Businesses connect their products and services to Ti-bag, and Ti-bag makes that business information accessible to AI-powered discovery and ordering experiences. You don’t need to rebuild your entire business around AI. Your existing business should simply become AI-accessible. That’s the shift we’re building for. Ti-bag , connecting businesses to AI. Launching soon.
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6 of 15 9.4Kviews3likes3reposts1replies
Uganda ! Meet Otach a simpler digital way to manage rent and Yes you’re going to need it . A landlord or property agent creates a property account, adds the units, sets the rent for each unit and links every unit to the tenant’s MTN or Airtel number. From there, tenants can access their rent account in the way that works best for them | USSD, web or the Otach app. They can check their balance, make payments using any supported payment method, view payment history, access receipts and keep track of their rent. On the other side, landlords and agents can manage their properties, units, tenants, rent and payments from one connected platform. One property. Connected tenants. Simple rent management. Otach ! Rent made simple. #Otach #Uganda #RentTech #Fintech #USSD #PropTech
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7 of 15 30Kviews53likes19reposts8replies
For any startup looking for funding and based in Uganda, you may need to understand the culture. Capital here doesn't move through standard Silicon Valley playbooks, it moves through trust, relationships, and localized context. Don't miss out on the Code to Capital Summit 2026 on Saturday, 29th August 2026, in Kampala. This is your opportunity to step out of isolation and sit face to face with traditional wealth holders, government regulators, and payment infrastructure leaders. This exclusive, invitation-only gathering is designed to bridge the trust deficit and build the investment culture Uganda has been missing. Registration officially closes on 22nd August 2026. If your startup is ready to master the culture and secure its future, request your invite today:
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8 of 15 147views2likes2reposts0replies
China built its tech giants by backing local innovation and strategically blocking foreign alternatives until domestic solutions matured. Uganda has the talent to do the same, but it starts with founders building market-ready products right here. While we’ve formally invited government and regulatory leadership to the table, the real momentum belongs to the builders. We call upon Ugandan founders and tech innovators to step up, build for the local market, and join us at the Code to Capital Summit 2026. Registration closes on August 22nd: [
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
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9 of 15 7views0likes0reposts0replies
We are calling upon benchmark technology startup founders and forward-thinking brands who want to join this movement, confront the trust deficit, and help shape a mature, reliable asset class. Registration officially closes on 22, August 2026. If your brand or startup is ready to build the future of Uganda's digital economy, secure your spot today
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10 of 15 418views0likes0reposts0replies
🗒Correction on the date : It’s 12 -Sept 2026 not 29-Aug 3026
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11 of 15 35views0likes0reposts1replies
Most African shops are not missing a website. They are missing discovery. You sell on WhatsApp to people who already have your number. Everyone else never sees you.
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12 of 15 44views0likes0reposts0replies
ChatGPT cannot sell what it cannot trust.If stock, price and size are stale, the conversation is a lie. Ti-bag is the catalog the seller updates on purpose.
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13 of 15 6views0likes0reposts1replies
Our technical leadership has formally initiated engagement with the other side, bringing government regulators, national payment infrastructure providers, and traditional wealth figures into a shared dialogue.
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14 of 15 9views0likes0reposts1replies
This summit is not a standard pitch competition. Rather, it is a historic initiative designed from the ground up to establish the investment culture and domestic trust that has never existed before in Uganda.
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15 of 15 Weakest post
4views0likes0reposts1replies
What if these two worlds finally meet and discuss?
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