Inturank – ieii grant application (REVISED)

Ecosystem Development Grant Applications
1

1. Applicant & Project Overview

Project Name: IntuRank

Team Name: Founder - Busari Ibraheem (Dappest Dev)

Links:

Website: https://inturank.intuition.box

Demo: https://inturank-137529269856.us-west1.run.app (Please refer to this link Incase the deployment on the .intuition.box subdao isnt working properly yet)

Github: Github - IntuRank

Telegram - IntuRank

Twitter (X): https://x.com/inturank

Summary:

IntuRank is the first onchain reputation market built entirely on Intuition’s semantic knowledge graph. It transforms trust into a tradable asset by enabling users to stake, signal, and speculate on the credibility of agents using the Intuition MultiVault + Progressive Bonding Curve architecture. Every action on IntuRank creates real semantic data: positions, trust signals, and inline semantic claims that strengthen the graph. IntuRank gives Intuition its first consumer-grade prediction interface, a real market for truth, and a gamified way to stress-test vaults and triples at scale.

Project Category:

Consumer App

InfoFi

Reputation

Agent Registry

Elevator Pitch:

IntuRank turns Intuition’s graph into a living reputation market where conviction becomes measurable and trust becomes liquid.

Origin Story:

I began building IntuRank months before TGE purely because Intuition was the first protocol that made me feel the future. My early testnet build won 1,000,000 IQ points during the Builder Epoch, and I kept building through bugs, rebuilds, RPC breaks, new SDKs, and late nights. That journey naturally evolved into IntuRank.

Notable Traction and Achievements

  • One of the earliest independently built applications deployed live on Intuition Mainnet

  • Fully functional staking, redeeming, semantic claims, sentiment analytics, and onchain PnL

  • Demonstrated real user activity, vault usage, curve stress testing, and semantic data generation

  • Featured and recognized by core contributors for product direction

  • Active community of early testers from the Intuition Discord and X ecosystem

Current Users or Early Testers:
IntuRank currently has an active group of early testers drawn from the Intuition Discord and X community, including builders, researchers, and power-users who interact with the markets daily. These testers have performed real mainnet trades, validated the PnL engine, stress-tested vault interactions, and provided continuous feedback during rapid iteration cycles. Several core contributors have reviewed features, offered technical guidance, and encouraged further development, giving IntuRank a strong and engaged early user base even at its alpha stage.

2. What I’m Building

Problem Statement

Right now, Intuition has an incredibly powerful knowledge graph, but users lack a real consumer-grade interface to interact with trust. There is no market where conviction is tested, no way to challenge misleading identities at scale, no gamified UI for signal providers, and no live dashboard where user activity continuously strengthens the knowledge graph.

There is data.

But there is no arena.

IntuRank becomes that arena.

Proposed Solution

IntuRank creates a real-time reputation trading system where users:

• Trust or Distrust agents using vault-backed positions

• Generate semantic claims as inline onchain data

• View real-time PnL, sentiment, and conviction analytics

• Stress-test Intuition’s MultiVault architecture

• Create market-driven truth signals

Every trade is both a financial opinion and a semantic act that enriches Intuition’s graph.

Users do not only trade.

They produce knowledge.

Stage of Development:

Live on Intuition Mainnet

Technical Architecture Overview

Frontend Layer

  • Built with React, TypeScript, and Vite for high-performance rendering and rapid iteration.

  • Uses a modular component system designed for fast updates as the Intuition network evolves.

  • UI styled with a custom TailwindCSS cyberpunk scheme modeled after Intuition’s visual identity and neon-tech aesthetics.

  • Real-time panels update continuously using lightweight polling to reflect live vault states, share prices, and reputation scores.

Wallet Connection & Authentication

  • Primary wallet integration through MetaMask, optimized for Intuition Mainnet and seamlessly switching chains when required.

  • Uses Viem’s walletClient + publicClient abstractions to sign transactions, estimate gas, and perform safe contract calls.

  • Full support for:

    • personal_sign for semantic actions

    • Network auto-detection

    • Fallback handling for unsupported RPC networks

Network Layer

  • Runs natively on Intuition Mainnet

  • Fully interacts with live production vaults, curves, and atoms, enabling real economic actions on-chain.

  • All operations use Intuition’s Progressive Bonding Curve (curveId = 1) and settlement architecture.

Data Layer & Indexing

  • Uses Intuition’s public GraphQL endpoint to fetch live semantic data:

    • Agents

    • Atoms

    • Triples

    • Positions

    • Vault states

  • Employs efficient declarative queries for:

    • Agent discovery

    • Reputation scoring

    • Active position retrieval

    • Sentiment and curve statistics

  • Semantic interactions are modeled around atoms, triples, and signals, preparing for deeper integration of on-chain claims in future releases.

Trading & Market Mechanics

  • All market interactions route directly through:

    MultiVault.sol (the ERC-1155 backbone of Intuition)

  • IntuRank performs:

    • depositBatch for buying sentiment

    • redeemBatch for unwinding sentiment

  • Price quotes derive from the Progressive Bonding Curve, enabling real-time:

    • Entry price

    • Exit price

    • Cost basis

    • Dynamic PnL computation

PnL & Sentiment Engine

  • Custom-built on-chain cost basis engine recalculates average entry dynamically by parsing all historical deposits and redemptions.

  • PnL displayed as:

    (Current Price - Average Entry) / Average Entry

  • Supports Trust (Long) and Distrust (Short) sentiment tracking.

  • Includes:

    • Real-time sentiment meter

    • Reputation scoring

    • Tiers ranking (S, A, B, C, D)

Backend (Stateless)

  • IntuRank architecture is fully client-side, leveraging Intuition’s network and GraphQL for all validation.

  • No centralized backend servers are required.

  • Optional backend services planned for:

    • Market data caching

    • Social share generation

    • Leaderboard indexing

Future Contract Integrations

  • Planned deployment of an IntuRank MultiVault Wrapper Contract to introduce:

    • Platform revenue from each trade

    • Fee accrual in $TRUST

    • Sustainable funding for long-term operations

  • Wrapper forwards calls into official MultiVault while skimming a small configurable fee, fully transparent and on-chain.

Ecosystem Alignment

  • Built entirely around Intuition’s primitives:

    • Atoms

    • Triples

    • Signals

    • Vaults

    • Bonding Curves

  • Functions as a user-facing layer that produces meaningful transaction volume, semantic data density, and active participation in the Intuition knowledge economy.

Security considerations:

Strict parameter validation, no custody of user funds, wrapper contract isolated from core vault logic, noncritical deterministic view functions for pricing.

3. Team & Execution Ability

Team Backgrounds:

Dappest Dev – About the Builder

I am a smart contract and full-stack Web3 developer with hands-on experience building live blockchain applications. Background includes:

I build fast, iterate quickly, and maintain production readiness while deepening my understanding of Intuition’s primitives. My transition from “community figure” to true builder was shaped heavily by Intuition, and I now view myself as a long-term problem solver within the ecosystem.

Execution Proof:

• Live mainnet version

• Stable staking and redeeming

• Live PnL engine

• Live semantic claims publishing

• Live sentiment engine and tiering

• Fully working prediction interface

• All open source on GitHub

Commitment Level:

Full-time

4. Grant Request & Milestones

Updated Grant Request

25,000 USD + 30,000 TRUST

(A recalibrated and more reasonable first-grant request.)

This provides six to eight weeks of development runway to complete the remaining high-impact milestones.

Milestones

Milestone 1 – MultiVault Wrapper Deployment

Introduce platform revenue and sustainable funding.

Timeline: 2 weeks

Deliverables:

  • Wrapper contract deployed

  • UI integrated

  • Onchain tests and verification

Milestone 2 – Full Semantic Claim UI

Structured claims and triple creation directly in the app.

Timeline: 2 weeks

Deliverables:

  • Claims written to Intuition

  • Displayed on Agent Profile

  • Indexed correctly

Milestone 3 – Agent Deep Analytics Dashboard

Enhanced detail view of agents including graph data.

Timeline: 3 weeks

Deliverables:

  • Triple visualization

  • Trust vector summaries

  • Sentiment and signal analytics

  • PnL distribution

Milestone 4 – Social Growth Engine

Onchain image cards for PnL, shareable insights, dashboards.

Timeline: 2 weeks

Deliverables:

  • Auto-generated cards

  • My Signals dashboard

  • Web shareable assets

Milestone 5 – Intuition Network Stress Testing

High-frequency transactions to help improve RPC and graph indexing.

Timeline: ongoing

Deliverables:

  • Reports

  • Transaction data

  • Performance logs

Evaluation Method

Intuition Team can verify progress through:

  • GitHub commits (daily/weekly)

  • Live deployment updates on inturank.intuition.box

  • Onchain explorer logs

  • Weekly X updates showing progress and features

  • Screenshots, screen recordings, and milestone demos

  • Milestone-based checklists submitted after each phase

This aligns IntuRank with transparent development and verifiable progress.

5. Intuition Ecosystem Alignment

Why Intuition?

Because IntuRank cannot exist anywhere else. It is built entirely from Intuition’s primitives:

  • Atoms

  • Triples

  • Signal

  • Knowledge Graph

  • Bonding Curves

  • MultiVault

  • ProgressiveCurve Liquidity

  • DID-based identities

IntuRank is a native semantic application that depends directly on the graph and actively increases:

  • graph density

  • claims

  • vault usage

  • signal flows

  • on-chain semantic activity

This is exactly the type of app that demonstrates the power of Intuition’s architecture.

Which Primitives It Uses

  • Atoms (Agent identities)

  • Triples (Claims, opinions, semantics)

  • Signal (Support/Oppose positions)

  • Knowledge Graph queries

  • MultiVault ERC-1155

  • Bonding curve liquidity

Why It Must Be Built on Intuition

Because only Intuition offers:

  • token-curated knowledge graph

  • vaults per identity

  • economic signals attached to semantics

  • triple-based data structures

  • machine-readable reputation flow

  • progressive bonding curves for identity pricing

There is no other chain, L1, L2, or L3 capable of powering semantic-financial applications. IntuRank is a pure demonstration of what Intuition unlocks.

6. Sustainability & Long-Term Vision

Long-Term Vision (6–24 months)

IntuRank becomes the primary reputation layer for the Intuition ecosystem:

  • A full semantic trading terminal

  • An explorer for agent trustworthiness

  • A reputation scoring API other builders integrate

  • The go-to dashboard for understanding the graph

  • A living market that reflects the network’s collective intelligence

Long-term integrations:

  • A2A agent reputation metrics

  • MCP semantic intelligence feed

  • AgentRank (eventual integration)

  • A hyper-optimized semantic market UI

  • Deep graph traversal analytics

Post-Grant Sustainability Plan

  • Platform fee revenue from the upcoming MultiVault Wrapper

  • Partnerships with dApps, agent studios, and builders

  • Sponsored agent listings

  • Semantic insights API

  • Continued ecosystem support from community contributors

IntuRank aims to be self-sustaining within 9–12 months while growing alongside the Intuition Network.

7. Additional Materials

Demo Link

Live App: https://inturank-137529269856.us-west1.run.app

Repo

Contact

Email: inturank@gmail.com

Wallet: 0xA09E3Fb12Ef1495A607835778bf1cc5a786A99EB

8. Applicant Attestation

I confirm that all information submitted is accurate and that I intend to deliver the listed milestones.

Name: Busari Ibraheem (Dappest Dev)

Wallet: 0xA09E3Fb12Ef1495A607835778bf1cc5a786A99EB

Date: 05/12/2025

2

INTURANK GRANT UPDATE

V.1.1.0 BETA LIVE PROGRESS REPORT

Link: inturank.intuition.box

Hello Intuition team

I want to share a major progress update on Inturank. Over the last development cycle I released a significant upgrade to the platform that expands its semantic depth, improves data integrity, and makes the user experience much more aligned with Intuition’s mission.

These updates are live now at

inturank.intuition.box

Here is what I shipped:

  1. Agent Deep Profiles

    I rebuilt the entire Market Detail page into a full intelligence dashboard for each identity.

    The new system now reconstructs real historical price and sentiment using onchain logs from the indexer.

    I added a Trust Score tier engine, a Momentum engine, a Sentiment Meter, a detailed Position History, and a complete Semantic Claims list.

    This turns Inturank into an actual research terminal for reputation and semantic trust rather than a simple staking interface.

  2. Unified Trust Score across the whole platform

    Before today the Market Grid and Detail page were using slightly different formulas, which created inconsistency.

    I implemented a unified Base 50 logarithmic Trust Score that gives a fair neutral starting point and scales smoothly as liquidity grows.

    This makes the platform mathematically coherent and far more intuitive for users.

  3. Vault data correctness and Ghost Vault fix

    I discovered that some identities had multiple vault versions indexed.

    This caused mismatched volume and sentiment data between pages.

    I fully fixed this by

    loading the correct vault using total assets ordering

    deduplicating agents in the Markets grid

    establishing a single source of truth for analytics

    This was a big improvement for data accuracy and platform reliability.

  4. High fidelity charting and visual clarity

    I upgraded the chart engine to use smooth monotone curves and built a new anchored history generator that ensures the graph always lands exactly on the live vault price.

    This was a visible improvement in quality and made the analytics feel more trustworthy and professional.

  5. Semantic Claims Feed

    A completely new feature that adds a live semantic social layer to Inturank.

    I introduced a Feed page that displays real claims from the network with filtering, normalized claim formatting, sentiment detection, timestamps, and agent linking.

    This makes semantic trust visible and lets users explore how identities are being described across the graph in real time.

  6. Leaderboards

    I added a full leaderboard system powered by real subgraph aggregation.

    Top stakers

    Most supported agents

    Most opposed agents

    Most controversial agents

    Top PnL performers

    This creates competition, discovery, and daily engagement while showcasing the dynamics of semantic trust across Intuition.

  7. PnL Share Cards

    Inturank now generates cyberpunk styled PnL cards after each completed trade.

    Users can save the card or share it directly to X.

    Each card displays entry, exit, PnL, sentiment, and agent identity in a clean branded layout.

    This helps amplify IntuRank socially and also reflects the creativity of the Intuition ecosystem.

  8. Watchlist

    Users can now watch any agent and filter the Markets grid to only show the identities they are tracking.

    This improves retention and gives people a way to monitor trust signals even without taking a position.

Current Status

With these upgrades Inturank V.1.1.0 BETA has evolved into a fully functional semantic trust intelligence platform.

It enriches the Intuition graph through

  • historical analytics
  • semantic claims
  • reputation scoring
  • identity momentum
  • leaderboards
  • agent comparisons
  • and user sentiment signals

all displayed in a polished cyberpunk interface.

This progress reflects my commitment to building Inturank in a way that extends and showcases the depth of the Intuition protocol itself.

Closing Note

I am building fast, in the open, and with full alignment to the long term vision of Intuition.

The updates shipped today demonstrate real execution and momentum.

I will continue deepening semantic functionality, analytics, and user facing tools as Inturank grows.

Thank you for your time and for reviewing my progress.

Happy to provide a walkthrough or answer any questions.

Powered by Intuition.

inturank.intuition.box