> For the complete documentation index, see [llms.txt](https://docs.rubyscore.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.rubyscore.io/overview/case-studies.md).

# Case studies

### <img src="/files/tAAh0w7yeHeJsTXP7HRu" alt="" data-size="line"> **Somnia**: <https://rubyscore.io/somnia-id>

**Challenge:** Ahead of its airdrop and ecosystem launch, Somnia faced a massive influx of fake accounts and Sybil attacks. The goal was to filter out bots and keep only real users.

**RubyScore Solution:**

* Integrated **PoH ID** and **RubyScore API** for multi-chain wallet verification.
* Analyzed activity across multiple networks, including Ethereum.
* Verified key parameters:

  * actual wallet balance,
  * gas spent,
  * number of transactions,
  * unique contract interactions.

  and several other requests

**Result:**

RubyScore helped Somnia filter out more than **500,000 bots** and confirm the activity of real users. This ensured:

* fair token distribution,
* stronger trust in the ecosystem,
* higher engagement from genuine participants.

but also **triggered massive on-chain activity**, with over **1.4M users collecting reputation badges** Somnia.

### <img src="/files/RY7eD9DBgBCU8ToLFGsZ" alt="" data-size="line"> Linea: <https://rubyscore.io/attestation>

**Role:** RubyScore became one of the main providers of **Proof-of-Human (PoH) attestations** for the Linea ecosystem.

**Solution:**

* Issued PoH attestations based on **on-chain wallet activity** in Linea.
* Applied flexible verification criteria (balance, gas spent, transaction history, unique interactions).

**Result:**

* RubyScore helped Linea filter out more than **243,000 bots** and confirm the activity of real users.
* Ensured participation of only **verified users** in Linea’s quest campaign and airdrop.
* Increased **trust and transparency** across the ecosystem.
* Boosted **on-chain activity**, as users were motivated to verify their identity and collect reputation badges.
* As a result, more than **84,045 users** collected **Linea reputation badges**.

### <img src="/files/sJsFuid95aM0u0hxP1bD" alt="" data-size="line"> Soneium: <https://soneium.rubyscore.io/>

**Role:** RubyScore launched a **custom on-chain metrics dashboard** for Soneium to increase user activity and improve transparency across the ecosystem.

**Solution:**

* Developed a branded dashboard for tracking **wallet and network metrics** in Soneium.
* Integrated interaction flows with **ecosystem dApps** through RubyScore.
* User activity was linked to **Reputation ID and badges**, motivating participation across the ecosystem.

**Result:**

* Achieved a **significant increase in on-chain activity**: more than **40,000 wallets** engaged with various dApps to earn a Reputation ID.
* Provided projects with **transparent analytics** on network and wallet activity.
* Strengthened user motivation to interact with dApps, driving **higher engagement and retention**.

## <img src="/files/jvtHYECvrnU1kja4K88l" alt="" data-size="line"> MindoAI — Wallet Scoring API&#x20;

#### Objectives

* **Real-time wallet scoring** for user profiling and reputation signals across MindoAI products.

#### Solution

* Integration of the **RubyScore Multichain Wallet Scoring API** into MindoAI’s internal services.
* **Reduced time-to-value:** wallet scoring launched without running nodes or building custom indexers.

## <img src="/files/gd4EilkEnrzqnhK3mqOF" alt="" data-size="line"> WAGMI — Multichain Reputation Score API

#### Objectives

* Use the **Multichain Reputation Score (MRS) API** for user profiling, targeting, and gating across WAGMI products.

#### Solution

* Integrated the **RubyScore MRS API** into WAGMI’s backend to fetch per-wallet MRS and apply score thresholds to features, allowlists, and rewards.

#### Results

* **Reduced time-to-value:** reputation-driven flows launched without building in-house scoring or data pipelines.
* **Higher precision:** consistent cross-chain reputation signals improved access control and audience quality.