diff --git a/Cargo.toml b/Cargo.toml
index d6c0b3d..2e8fd8b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -61,3 +61,7 @@ harness = false
 [[bench]]
 name = "tick_math"
 harness = false
+
+[[example]]
+name = "from_pool_key_with_tick_data_provider"
+required-features = ["extensions"]
diff --git a/README.md b/README.md
index a57e96f..c00f470 100644
--- a/README.md
+++ b/README.md
@@ -67,6 +67,33 @@ use uniswap_v3_sdk::prelude::*;
 By default, this library does not depend on the standard library (`std`). However, the `std` feature can be enabled to
 use `thiserror` for error handling.
 
+## Examples
+
+The code below shows an example of creating a pool with a tick map data provider and simulating a swap with it.
+
+```rust
+#[tokio::main]
+async fn main() {
+    // Create a pool with a tick map data provider
+    let pool = Pool::<EphemeralTickMapDataProvider>::from_pool_key_with_tick_data_provider(
+        1,
+        FACTORY_ADDRESS,
+        wbtc.address(),
+        weth.address(),
+        FeeAmount::LOW,
+        provider.clone(),
+        block_id,
+    )
+        .await
+        .unwrap();
+    // Get the output amount from the pool
+    let amount_in = CurrencyAmount::from_raw_amount(wbtc.clone(), 100000000).unwrap();
+    let (amount_out, _pool_after) = pool.get_output_amount(&amount_in, None).unwrap();
+}
+```
+
+For runnable examples, see the [examples](./examples) directory.
+
 ## Contributing
 
 Contributions are welcome. Please open an issue if you have any questions or suggestions.
diff --git a/examples/from_pool_key_with_tick_data_provider.rs b/examples/from_pool_key_with_tick_data_provider.rs
new file mode 100644
index 0000000..0ebd387
--- /dev/null
+++ b/examples/from_pool_key_with_tick_data_provider.rs
@@ -0,0 +1,69 @@
+//! Example demonstrating pool creation with tick data provider and swap simulation
+//!
+//! # Prerequisites
+//! - Environment variable MAINNET_RPC_URL must be set
+//! - Requires the "extensions" feature
+//!
+//! # Note
+//! This example uses mainnet block 17000000 for consistent results
+
+use alloy::{
+    eips::BlockId,
+    providers::{Provider, ProviderBuilder},
+    rpc::types::TransactionRequest,
+};
+use alloy_primitives::{address, ruint::aliases::U256, U160};
+use alloy_sol_types::SolValue;
+use uniswap_sdk_core::{prelude::*, token};
+use uniswap_v3_sdk::prelude::*;
+
+#[tokio::main]
+async fn main() {
+    dotenv::dotenv().ok();
+    let rpc_url = std::env::var("MAINNET_RPC_URL").unwrap().parse().unwrap();
+    let provider = ProviderBuilder::new().on_http(rpc_url);
+    let block_id = BlockId::from(17000000);
+    let wbtc = token!(1, "2260FAC5E5542a773Aa44fBCfeDf7C193bc2C599", 8, "WBTC");
+    let weth = token!(1, "C02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2", 18, "WETH");
+
+    // Create a pool with a tick map data provider
+    let pool = Pool::<EphemeralTickMapDataProvider>::from_pool_key_with_tick_data_provider(
+        1,
+        FACTORY_ADDRESS,
+        wbtc.address(),
+        weth.address(),
+        FeeAmount::LOW,
+        provider.clone(),
+        Some(block_id),
+    )
+    .await
+    .unwrap();
+    // Get the output amount from the pool
+    let amount_in = CurrencyAmount::from_raw_amount(wbtc.clone(), 100000000).unwrap();
+    let (local_amount_out, _pool_after) = pool.get_output_amount(&amount_in, None).unwrap();
+    println!("Local amount out: {}", local_amount_out.quotient());
+
+    let route = Route::new(vec![pool.clone()], wbtc, weth);
+    let params = quote_call_parameters(
+        &route,
+        &amount_in,
+        TradeType::ExactInput,
+        Some(QuoteOptions {
+            sqrt_price_limit_x96: U160::ZERO,
+            use_quoter_v2: false,
+        }),
+    );
+    let quoter_addr = *QUOTER_ADDRESSES.get(&1).unwrap();
+    let tx = TransactionRequest {
+        to: Some(quoter_addr.into()),
+        input: params.calldata.into(),
+        ..Default::default()
+    };
+    // Get the output amount from the quoter
+    let res = provider.call(&tx).block(block_id).await.unwrap();
+    let amount_out = U256::abi_decode(res.as_ref(), true).unwrap();
+    println!("Quoter amount out: {}", amount_out);
+
+    // Compare local calculation with on-chain quoter to ensure accuracy
+    assert_eq!(U256::from_big_int(local_amount_out.quotient()), amount_out);
+}
diff --git a/src/extensions/pool.rs b/src/extensions/pool.rs
index 69048d2..8ad168a 100644
--- a/src/extensions/pool.rs
+++ b/src/extensions/pool.rs
@@ -103,6 +103,48 @@ impl Pool {
 }
 
 impl<I: TickIndex> Pool<EphemeralTickMapDataProvider<I>> {
+    /// Get a [`Pool`] struct with tick data provider from pool key
+    ///
+    /// ## Arguments
+    ///
+    /// * `chain_id`: The chain id
+    /// * `factory`: The factory address
+    /// * `token_a`: One of the tokens in the pool
+    /// * `token_b`: The other token in the pool
+    /// * `fee`: Fee tier of the pool
+    /// * `provider`: The alloy provider
+    /// * `block_id`: Optional block number to query.
+    ///
+    /// ## Returns
+    ///
+    /// A [`Pool`] struct with tick data provider
+    ///
+    /// ## Examples
+    ///
+    /// ```
+    /// use alloy::{eips::BlockId, providers::ProviderBuilder};
+    /// use alloy_primitives::address;
+    /// use uniswap_v3_sdk::prelude::*;
+    ///
+    /// #[tokio::main]
+    /// async fn main() {
+    ///     dotenv::dotenv().ok();
+    ///     let rpc_url = std::env::var("MAINNET_RPC_URL").unwrap().parse().unwrap();
+    ///     let provider = ProviderBuilder::new().on_http(rpc_url);
+    ///     let block_id = Some(BlockId::from(17000000));
+    ///     let pool = Pool::<EphemeralTickMapDataProvider>::from_pool_key_with_tick_data_provider(
+    ///         1,
+    ///         FACTORY_ADDRESS,
+    ///         address!("2260FAC5E5542a773Aa44fBCfeDf7C193bc2C599"),
+    ///         address!("C02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2"),
+    ///         FeeAmount::LOW,
+    ///         provider,
+    ///         block_id,
+    ///     )
+    ///     .await
+    ///     .unwrap();
+    /// }
+    /// ```
     #[inline]
     pub async fn from_pool_key_with_tick_data_provider<T, P>(
         chain_id: ChainId,