GoalGraph™ by Splurjj — Open Achievement Dataset

Be Understood by AI.
Not Just Found by Google.

GoalGraph is the world's first structured knowledge graph of human achievement — connecting founders, brands, goals, skills, and products into a network that intelligent systems can understand and cite.

Add Your Entity — Free Explore the Graph
The World Has Changed

Search Engines Rank Pages.
AI Understands Entities.

For two decades, online visibility meant SEO: keywords, backlinks, and page rankings. Today, AI systems increasingly rely on entities, relationships, and structured knowledge to generate direct answers. If AI can't understand who you are and how you're connected, you're less likely to become part of the answer.

Yesterday

Search Engine Visibility

  • Write blog posts for keywords
  • Build backlinks to rank higher
  • Hope Google indexes you
  • Users click your link, then judge you
  • Compete for 10 blue links
Today & Tomorrow

AI Knowledge Graph Presence

  • Structured entity data AI can parse
  • Verified connections prove your story
  • AI cites you in direct answers
  • Your narrative is machine-readable
  • One entity. Infinite discovery paths
What is GoalGraph

A True Knowledge Graph
of Human Achievement

GoalGraph maps the relationships between real-world entities — people, companies, goals, products, skills, habits, and locations — into an interconnected knowledge network. Every connection tells a more complete story. Every story becomes machine-readable intelligence.

🎯Goals
👤People
🏢Companies
📦Products
📍Locations
⚡Skills
🔄Habits
👤 PERSON 🎯 GOAL 🏢 COMPANY 📦 PRODUCT ⚡ SKILL 📍 LOCATION 🔄 HABIT 🏁 MILESTONE founded made requires located practices achieved pursues

Every entity connects to everything it's related to — forming a machine-readable story about who you are and what you've built.

How It Works

Three Steps to
Enter the Graph

Adding your entity to GoalGraph is free, straightforward, and reviewed by our editorial team before publishing. Here's exactly how it works.

Step 01

Search & Discover Existing Entities

Before adding anything, explore what's already in the graph. Search for your name, your company, your goals. GoalGraph may already have an entry about you — and you can claim it, edit it, and connect it to everything you've built.

Every entity gets a unique SG-ID — a permanent identifier that AI systems, databases, and knowledge networks can reference forever.

SG-0000015 Permanent ID AI-Referenceable Machine-Readable
GoalGraph featured goals grid — Become a Millionaire, Buy Your First Home, Become an AI Engineer, Launch a SaaS Company, Lose 50 Pounds — with SG-IDs, difficulty ratings, and completion stats
GoalGraph featured goals — each entry has a permanent SG-ID, difficulty rating, and completion data AI can cite
Step 02

Add a New Entity to the Graph

Submit your entity — a person, company, product, goal, skill, habit, or location. Fill in the structured fields: name, category, description, outcome, milestones, required skills, and supporting habits.

Every field becomes structured data that AI agents can query, cite, and connect. This is not a bio. This is machine-readable intelligence about who you are and what you do.

Person Company Product Goal Skill Habit Location
Editorial Review: All submissions are reviewed before publishing. Verified contributors may bypass review. This ensures GoalGraph remains the most accurate and trusted achievement knowledge network on the internet.
GoalGraph Add a New Entity form — full view showing entity type selection (Goal, Person, Company, Product, Location, Skill, Habit), assigned SG-ID, name, category, outcome, description, difficulty sliders, milestones, required skills, required habits, tags, and submit for review button
Add Entity form — every field becomes structured, machine-readable intelligence in the knowledge graph
Step 03

Your Entity Page Goes Live

Once approved, your entity gets a permanent, public page on GoalGraph. It displays your connections, community trust score, verified relationships, and structured quick facts that AI systems parse directly.

Claim the entity to unlock ownership features — add evidence, build connections, improve your Trust Score, and signal to AI that you are the authoritative source on your own story.

Claim Ownership Trust Score Verified Badge Connections
GoalGraph entity page for 'Become a Millionaire' — showing SG-0000006, difficulty 9.0/10, average time 10 years, 11% completion rate, 58% success probability, and difficulty progress bar
Live entity page — permanent SG-ID, structured stats, AI-parseable data that can be cited directly in answers
The Power of Connections

Every Goal Links to
Everything Around It

Isolated facts are forgettable. Connected knowledge is unforgettable. GoalGraph's relationship model turns your story into a web of structured intelligence — every link reinforces your presence in the AI layer of the internet.

Made By / Owned By

Link products, companies, and goals to the founders and creators behind them.

made_by · owned_by

Requires Skills

Every goal connects to the skills needed to achieve it. AI learns what expertise you carry.

requires

Used For Goals

Products, tools, and resources connect to the goals they help accomplish.

used_for

Part Of

Milestones, divisions, and sub-goals connect to the bigger picture they belong to.

part_of

Influences

Habits, mentors, and locations that shaped a person's trajectory are mapped and credited.

influences

Related To

Semantic relationships that connect entities in the same space or category.

related_to

When an AI agent is asked "Who founded Splurjj and what did they build?"

It doesn't search web pages. It queries a knowledge graph. If your entity exists with verified connections — founder → company → product → goal → skill — the AI constructs a complete, accurate answer citing your structured data. That is GoalGraph's purpose.

The Dataset

Goals, People, Companies &
Everything They Connect To

GoalGraph's featured entities represent humanity's most common aspirations — and the real people, companies, skills, and habits connected to them. Each one becomes a reference point for AI reasoning about achievement.

Splurjj Trust Score panel for 'Become a Millionaire' — showing 37% unverified with breakdown: Evidence 35%, Expert Review 0%, Success Data 70%, Sources 15%, Freshness 100%, overall score 37/100, last verified July 29 2026
Trust Score breakdown — every entity's credibility is calculated from evidence, expert review, success data, sources, and freshness
"Visibility will no longer depend solely on websites and search engines. It will depend on whether intelligent systems understand who you are, what you've built, and how your story connects to the broader world."
— The GoalGraph Thesis, Splurjj 2026
AI Visibility

Why Structured Data Wins
in the Age of AI

Large Language Models, AI search engines, and intelligent agents are trained on and query structured knowledge. A single well-structured entity in GoalGraph provides more AI visibility than a hundred unstructured blog posts.

01

LLM Training & Grounding

AI models learn from structured, factual, well-connected data. GoalGraph's knowledge network is designed to be the kind of data that shapes how AI understands human achievement, brands, and founders.

02

AI Search Direct Answers

When someone asks an AI assistant about your company, your product, or your goals — the AI draws from knowledge graphs like GoalGraph to construct its answer. Not from your website. From structured entity data.

03

Semantic Relationship Mapping

Every connection you create in GoalGraph adds a semantic data point that AI can traverse. "This founder built this product, which requires these skills, to achieve this goal." That's a path AI agents follow.

04

Permanent, Citeable Record

Unlike social media posts that disappear from AI context, a GoalGraph entity is a permanent, structured, public record with a persistent ID — the kind of signal AI systems trust and cite repeatedly.

7+Entity Types
8+Connection Types
SG-IDPermanent AI Reference
Trust & Verification

Your Trust Score Is
Your AI Credibility Signal

GoalGraph's Trust Score is a composite credibility rating calculated from evidence quality, verified relationships, community validation, and editorial review. The higher your score, the more authoritative your entity appears to both humans and AI systems.

Splurjj Trust Score panel showing 37% unverified — breakdown by Evidence 35%, Expert Review 0%, Success Data 70%, Sources 15%, Freshness 100%
Live Trust Score panel — every factor weighted and calculated in real time

How the Score Is Calculated

A new entity starts unverified. As you add evidence, claim ownership, build connections, and receive community validation — your score climbs. Verified entities (85%+) are editorially confirmed and treated as authoritative by GoalGraph's AI indexing layer.

Evidence (30%)
35%
Expert Review (25%)
0%
Success Data (20%)
70%
Sources (15%)
15%
Freshness (10%)
100%
Overall: 37 / 100 — Unverified. Evidence needed to improve ranking with AI systems.

Claim Your Entity

Once your entity is live, claim it as your own to unlock ownership controls. Verify via your company email domain, a DNS record, or a meta tag on your website — then manage your entity, add connections, and boost your Trust Score.

Claiming your entity is the single most important step toward being recognized as the authoritative source on your own story in the AI knowledge layer.

GoalGraph claim entity modal showing Email Verification step — company email field and Send Verification Email button
Claim This Entity — verify via email domain, DNS, or meta tag
🥉

Bronze — Self-Declared

You've claimed the entity and confirmed your association. The first step in establishing ownership.

🥈

Silver — Evidence Provided

You've submitted a URL or document linking you to the entity. Pending editorial review.

🥇

Gold — Admin Verified

GoalGraph's editorial team has confirmed your ownership. Maximum AI trust signal.

FAQ

Common Questions

Yes. Searching, exploring, and adding entities to GoalGraph is completely free. Submitting an entity requires a free Splurjj account. Premium verification and featured placement options are available for brands and high-profile entities.

Any registered Splurjj user can submit an entity for review. You can submit entities about yourself, your company, products you've built, or goals and skills you want to see represented in the graph. All submissions go through editorial review before publishing.

You can claim any entity as your own through the "Claim This Person/Company" button on the entity page. After verifying your connection through domain, meta tag, or email verification, you gain ownership controls — edit access, connection management, and the ability to enrich your entity with new data.

Each connection you create adds a semantic relationship data point that AI systems can traverse when answering queries. A founder connected to their company, which is connected to their product, which requires certain skills — creates a traversable path that AI agents follow to construct complete, accurate answers about you.

Standard review takes 1-3 business days. Verified contributors with high Trust Scores may receive expedited or auto-approval. You'll receive an email notification when your entity goes live, and you can track status in real time via your GoalGraph profile dashboard.

Wikipedia is encyclopedic text for humans. LinkedIn is a social network for networking. GoalGraph is a structured knowledge graph specifically designed for AI machine-readability — every field, every connection, every relationship type is structured data that AI agents can query, traverse, and cite directly. It's not content. It's knowledge infrastructure.

GoalGraph™
Open Achievement Dataset
SG-0000015 Sharif Dyson
From the Founder

I Built GoalGraph Because
Your Story Deserves to Be Understood

"I started GoalGraph because I watched brilliant founders, builders, and creators get overlooked — not because their work wasn't great, but because the systems that decide who gets discovered couldn't understand their story.

Search engines rank pages. But AI understands people, goals, companies, skills, and connections. GoalGraph is the infrastructure for that understanding — a permanent, structured record of who you are and what you've built, written in a language that intelligent systems can read.

Every entity in this graph is a signal. Every connection is a sentence in your story. The more complete that story is, the more likely it becomes part of the answer when someone asks AI about your space.

Add your entity. Claim your story. Be understood."

Sharif Dyson
Founder & CEO, Splurjj · Creator of GoalGraph
View GoalGraph Entity →

Your Story Belongs
in the Graph

The knowledge graph of human achievement is being built right now. Every founder, every company, every goal that gets added makes the network more powerful. Add your entity today — free, permanent, and AI-ready.

Add Your Entity — Free Explore GoalGraph