diff --git a/.npmrc b/.npmrc
new file mode 100644
index 0000000..8e01230
--- /dev/null
+++ b/.npmrc
@@ -0,0 +1 @@
+enable-pre-post-scripts = true
diff --git a/README.md b/README.md
index 074dc60..dc73617 100644
--- a/README.md
+++ b/README.md
@@ -40,4 +40,20 @@ Returns `Promise<Module[]>`
 
 Will walk your entire node_modules tree reporting back an array of "modules", each
 module has a "path", "name" and "depType".  See the typescript definition file
-for more information.
\ No newline at end of file
+for more information.
+
+## Testing with pnpm
+
+To test with pnpm, switch the definition in `package.json#scripts#pretest` to `npm run pretest:pnpm`. instead of `npm run pretest:yarn`.
+
+You may notice that we use a particular version of pnpm when testing, this is because
+it may complain about the lockfile not being in sync with the package.json and fail.
+This seems to be a bug in pnpm because it won't use the different but compatible lockfile when
+`--frozen-lockfile` is specified.
+
+For now, you can just force a particular pnpm version to run the tests like we did.
+
+```sh
+pnpx pnpm@~6.1 install
+pnpx pnpm@~6.1 run test
+```
diff --git a/package.json b/package.json
index 4253ece..1a9678a 100644
--- a/package.json
+++ b/package.json
@@ -13,7 +13,9 @@
   "scripts": {
     "build": "tsc",
     "prepare": "npm run build",
-    "pretest": "cd test/fixtures/xml2js && yarn --frozen-lockfile",
+    "pretest": "npm run pretest:yarn",
+    "pretest:yarn": "cd test/fixtures/xml2js && yarn --frozen-lockfile",
+    "pretest:pnpm": "cd test/fixtures/xml2js && pnpx -y pnpm@~6.1 install --frozen-lockfile",
     "test": "mocha --require ts-node/register test/*_spec.ts"
   },
   "dependencies": {
diff --git a/src/Walker.ts b/src/Walker.ts
index 46cf1fd..9dc5ae3 100644
--- a/src/Walker.ts
+++ b/src/Walker.ts
@@ -17,6 +17,7 @@ export interface Module {
   depType: DepType;
   nativeModuleType: NativeModuleType,
   name: string;
+  depth: number;
 }
 
 const d = debug('flora-colossus');
@@ -34,10 +35,6 @@ export class Walker {
     this.rootModule = modulePath;
   }
 
-  private relativeModule(rootPath: string, moduleName: string) {
-    return path.resolve(rootPath, 'node_modules', moduleName);
-  }
-
   private async loadPackageJSON(modulePath: string): Promise<PackageJSON | null> {
     const pJPath = path.resolve(modulePath, 'package.json');
     if (await fs.pathExists(pJPath)) {
@@ -50,33 +47,34 @@ export class Walker {
     return null;
   }
 
-  private async walkDependenciesForModuleInModule(moduleName: string, modulePath: string, depType: DepType) {
-    let testPath = modulePath;
-    let discoveredPath: string | null = null;
-    let lastRelative: string | null = null;
-    // Try find it while searching recursively up the tree
-    while (!discoveredPath && this.relativeModule(testPath, moduleName) !== lastRelative) {
-      lastRelative = this.relativeModule(testPath, moduleName);
-      if (await fs.pathExists(lastRelative)) {
-        discoveredPath = lastRelative;
-      } else {
-        if (path.basename(path.dirname(testPath)) !== 'node_modules') {
-          testPath = path.dirname(testPath);
+  private async walkDependenciesForModuleInModule(moduleName: string, modulePath: string, depType: DepType, depth: number) {
+    let discoveredPath: string | undefined;
+    try {
+      // Use the require machinery to resolve the package.json of the given module.
+      discoveredPath = path.dirname(require.resolve(`${moduleName}/package.json`, { paths: [modulePath] }));
+    } catch (err) {
+      if (err.code === 'ERR_PACKAGE_PATH_NOT_EXPORTED') {
+        // package did not export package.json so we're going to steal the path from the error message as a fallback
+        // yes we're relying on this, we should instead try to directly rely on node's resolution algorithm, which means
+        // finding somewhere where it is exposed (I can't find it), or copying it
+        discoveredPath = path.dirname(err.message.match(/in (?<path>.+)$/).groups.path);
+        if (!await fs.pathExists(discoveredPath)) {
+            throw new Error('error did not end in an "in" clause with a path');
         }
-        testPath = path.dirname(path.dirname(testPath));
       }
-    }
-    // If we can't find it the install is probably buggered
-    if (!discoveredPath && depType !== DepType.OPTIONAL && depType !== DepType.DEV_OPTIONAL) {
-      throw new Error(
-        `Failed to locate module "${moduleName}" from "${modulePath}"
+    } finally {
+      // If we can't find it the install is probably buggered
+      if (!discoveredPath && depType !== DepType.OPTIONAL && depType !== DepType.DEV_OPTIONAL) {
+        throw new Error(
+          `Failed to locate module "${moduleName}" from "${modulePath}"
 
-        This normally means that either you have deleted this package already somehow (check your ignore settings if using electron-packager).  Or your module installation failed.`
-      );
+          This normally means that either you have deleted this package already somehow (check your ignore settings if using electron-packager).  Or your module installation failed.`
+        );
+      }
     }
     // If we can find it let's do the same thing for that module
     if (discoveredPath) {
-      await this.walkDependenciesForModule(discoveredPath, depType);
+      await this.walkDependenciesForModule(discoveredPath, depType, depth + 1);
     }
   }
 
@@ -89,7 +87,7 @@ export class Walker {
     return NativeModuleType.NONE
   }
 
-  private async walkDependenciesForModule(modulePath: string, depType: DepType) {
+  private async walkDependenciesForModule(modulePath: string, depType: DepType, depth: number) {
     d('walk reached:', modulePath, ' Type is:', DepType[depType]);
     // We have already traversed this module
     if (this.walkHistory.has(modulePath)) {
@@ -98,10 +96,15 @@ export class Walker {
       const existingModule = this.modules.find(module =>  module.path === modulePath) as Module;
       // If the depType we are traversing with now is higher than the
       // last traversal then update it (prod superseeds dev for instance)
+      // NOTE: doesn't this cause the pruning logic to to not prune dev>prod dependencies?
       if (depTypeGreater(depType, existingModule.depType)) {
         d(`existing module has a type of "${existingModule.depType}", new module type would be "${depType}" therefore updating`);
         existingModule.depType = depType;
       }
+      // If the depth we are traversing is less, update it
+      if (depth < existingModule.depth) {
+        existingModule.depth = depth;
+      }
       return;
     }
 
@@ -120,6 +123,7 @@ export class Walker {
       nativeModuleType: await this.detectNativeModuleType(modulePath, pJ),
       path: modulePath,
       name: pJ.name,
+      depth
     });
 
     // For every prod dep
@@ -134,6 +138,7 @@ export class Walker {
         moduleName,
         modulePath,
         childDepType(depType, DepType.PROD),
+        depth
       );
     }
 
@@ -143,6 +148,7 @@ export class Walker {
         moduleName,
         modulePath,
         childDepType(depType, DepType.OPTIONAL),
+        depth
       );
     }
 
@@ -154,6 +160,7 @@ export class Walker {
           moduleName,
           modulePath,
           childDepType(depType, DepType.DEV),
+          depth
         );
       }
     }
@@ -166,7 +173,7 @@ export class Walker {
       this.cache = new Promise<Module[]>(async (resolve, reject) => {
         this.modules = [];
         try {
-          await this.walkDependenciesForModule(this.rootModule, DepType.ROOT);
+          await this.walkDependenciesForModule(this.rootModule, DepType.ROOT, 0);
         } catch (err) {
           reject(err);
           return;
diff --git a/test/Walker_spec.ts b/test/Walker_spec.ts
index ec0a51c..88b2254 100644
--- a/test/Walker_spec.ts
+++ b/test/Walker_spec.ts
@@ -69,8 +69,6 @@ describe('Walker', () => {
   });
 
   describe('conflicting optional and dev dependencies (xml2js)', () => {
-    const deepIdentifier = path.join('xml2js', 'node_modules', 'plist');
-
     beforeEach(async () => {
       modules = await buildWalker(path.join(__dirname, 'fixtures', 'xml2js'));
     });
@@ -82,10 +80,10 @@ describe('Walker', () => {
 
     it('should detect the hoisted and unhoisted instances correctly as optional/dev', () => {
       const xmlBuilderModules = modules.filter(m => m.name === 'xmlbuilder');
-      // Kept deep by plist
-      const expectedDev = xmlBuilderModules.find(m => m.path.includes(deepIdentifier));
-      // Hoisted for xml2js
-      const expectedOptional = xmlBuilderModules.find(m => !m.path.includes(deepIdentifier));
+      // versions tested come from the lockfile, 8.2.2 is the version depended upon by plist@2.x
+      const expectedDev = xmlBuilderModules.find(m => m.path.includes("8.2.2"));
+      // versions tested come from the lockfile, 9.0.7 is the version transitively depended upon by xml2js and plist@3.x
+      const expectedOptional = xmlBuilderModules.find(m => m.path.includes("9.0.7"));
       expect(expectedDev).to.have.property('depType', DepType.DEV);
       expect(expectedOptional).to.have.property('depType', DepType.OPTIONAL);
     });
diff --git a/test/fixtures/xml2js/package.json b/test/fixtures/xml2js/package.json
index adf8399..b5c7bd0 100644
--- a/test/fixtures/xml2js/package.json
+++ b/test/fixtures/xml2js/package.json
@@ -11,5 +11,12 @@
     "galactus": "^0.2.1",
     "jimp": "^0.2.27",
     "plist": "^2.0.1"
+  },
+  "//": [
+    "the following resolutions below force pnpm and yarn to not install a later version of a dependency",
+    "with a new amount of duplicates of a required module"
+  ],
+  "resolutions": {
+    "xml2js": "0.4.19"
   }
 }
\ No newline at end of file
diff --git a/test/fixtures/xml2js/pnpm-lock.yaml b/test/fixtures/xml2js/pnpm-lock.yaml
new file mode 100644
index 0000000..c73b7ed
--- /dev/null
+++ b/test/fixtures/xml2js/pnpm-lock.yaml
@@ -0,0 +1,1785 @@
+lockfileVersion: 5.3
+
+overrides:
+  xml2js: 0.4.19
+
+specifiers:
+  dbus-next: 0.6.1
+  electron-packager: ^13.1.1
+  galactus: ^0.2.1
+  jimp: ^0.2.27
+  mpris-service: 2.1.0
+  plist: ^2.0.1
+  xml2js: 0.4.19
+
+optionalDependencies:
+  dbus-next: 0.6.1
+  mpris-service: 2.1.0
+  xml2js: 0.4.19
+
+devDependencies:
+  electron-packager: 13.1.1
+  galactus: 0.2.1
+  jimp: 0.2.28
+  plist: 2.1.0
+
+packages:
+
+  /abstract-socket/2.1.1:
+    resolution: {integrity: sha512-YZJizsvS1aBua5Gd01woe4zuyYBGgSMeqDOB6/ChwdTI904KP6QGtJswXl4hcqWxbz86hQBe++HWV0hF1aGUtA==}
+    engines: {node: '>=4.0.0'}
+    os: [linux]
+    requiresBuild: true
+    dependencies:
+      bindings: 1.5.0
+      nan: 2.15.0
+    dev: false
+    optional: true
+
+  /ajv/6.12.6:
+    resolution: {integrity: sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==}
+    dependencies:
+      fast-deep-equal: 3.1.3
+      fast-json-stable-stringify: 2.1.0
+      json-schema-traverse: 0.4.1
+      uri-js: 4.4.1
+    dev: true
+
+  /ansi-regex/2.1.1:
+    resolution: {integrity: sha1-w7M6te42DYbg5ijwRorn7yfWVN8=}
+    engines: {node: '>=0.10.0'}
+    dev: true
+
+  /array-find-index/1.0.2:
+    resolution: {integrity: sha1-3wEKoSh+Fku9pvlyOwqWoexBh6E=}
+    engines: {node: '>=0.10.0'}
+    dev: true
+
+  /asar/1.0.0:
+    resolution: {integrity: sha512-MBiDU5cDr9UWuY2F0zq2fZlnyRq1aOPmJGMas22Qa14K1odpRXL3xkMHPN3uw2hAK5mD89Q+/KidOUtpi4V0Cg==}
+    engines: {node: '>=6.0'}
+    hasBin: true
+    dependencies:
+      chromium-pickle-js: 0.2.0
+      commander: 2.20.3
+      cuint: 0.2.2
+      glob: 7.1.7
+      minimatch: 3.0.4
+      mkdirp: 0.5.5
+      pify: 4.0.1
+      tmp-promise: 1.1.0
+    dev: true
+
+  /asn1/0.2.4:
+    resolution: {integrity: sha512-jxwzQpLQjSmWXgwaCZE9Nz+glAG01yF1QnWgbhGwHI5A6FRIEY6IVqtHhIepHqI7/kyEyQEagBC5mBEFlIYvdg==}
+    dependencies:
+      safer-buffer: 2.1.2
+    dev: true
+
+  /assert-plus/1.0.0:
+    resolution: {integrity: sha1-8S4PPF13sLHN2RRpQuTpbB5N1SU=}
+    engines: {node: '>=0.8'}
+    dev: true
+
+  /asynckit/0.4.0:
+    resolution: {integrity: sha1-x57Zf380y48robyXkLzDZkdLS3k=}
+    dev: true
+
+  /author-regex/1.0.0:
+    resolution: {integrity: sha1-0IiFvmubv5Q5/gh8dihyRfCoFFA=}
+    engines: {node: '>=0.8'}
+    dev: true
+
+  /aws-sign2/0.7.0:
+    resolution: {integrity: sha1-tG6JCTSpWR8tL2+G1+ap8bP+dqg=}
+    dev: true
+
+  /aws4/1.11.0:
+    resolution: {integrity: sha512-xh1Rl34h6Fi1DC2WWKfxUTVqRsNnr6LsKz2+hfwDxQJWmrx8+c7ylaqBMcHfl1U1r2dsifOvKX3LQuLNZ+XSvA==}
+    dev: true
+
+  /balanced-match/1.0.2:
+    resolution: {integrity: sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==}
+    dev: true
+
+  /base64-js/1.2.0:
+    resolution: {integrity: sha1-o5mS1yNYSBGYK+XikLtqU9hnAPE=}
+    dev: true
+
+  /base64-js/1.5.1:
+    resolution: {integrity: sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==}
+    dev: true
+
+  /bcrypt-pbkdf/1.0.2:
+    resolution: {integrity: sha1-pDAdOJtqQ/m2f/PKEaP2Y342Dp4=}
+    dependencies:
+      tweetnacl: 0.14.5
+    dev: true
+
+  /bignumber.js/2.4.0:
+    resolution: {integrity: sha1-g4qZLan51zfg9LLbC+YrsJ3Qxeg=}
+    dev: true
+
+  /bindings/1.5.0:
+    resolution: {integrity: sha512-p2q/t/mhvuOj/UeLlV6566GD/guowlr0hHxClI0W9m7MWYkL1F0hLo+0Aexs9HSPCtR1SXQ0TD3MMKrXZajbiQ==}
+    requiresBuild: true
+    dependencies:
+      file-uri-to-path: 1.0.0
+    dev: false
+    optional: true
+
+  /bluebird/3.7.2:
+    resolution: {integrity: sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg==}
+    dev: true
+
+  /bmp-js/0.0.3:
+    resolution: {integrity: sha1-ZBE+nHzxICs3btYHvzBibr5XsYo=}
+    dev: true
+
+  /brace-expansion/1.1.11:
+    resolution: {integrity: sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==}
+    dependencies:
+      balanced-match: 1.0.2
+      concat-map: 0.0.1
+    dev: true
+
+  /buffer-alloc-unsafe/1.1.0:
+    resolution: {integrity: sha512-TEM2iMIEQdJ2yjPJoSIsldnleVaAk1oW3DBVUykyOLsEsFmEc9kn+SFFPz+gl54KQNxlDnAwCXosOS9Okx2xAg==}
+    dev: true
+
+  /buffer-alloc/1.2.0:
+    resolution: {integrity: sha512-CFsHQgjtW1UChdXgbyJGtnm+O/uLQeZdtbDo8mfUgYXCHSM1wgrVxXm6bSyrUuErEb+4sYVGCzASBRot7zyrow==}
+    dependencies:
+      buffer-alloc-unsafe: 1.1.0
+      buffer-fill: 1.0.0
+    dev: true
+
+  /buffer-crc32/0.2.13:
+    resolution: {integrity: sha1-DTM+PwDqxQqhRUq9MO+MKl2ackI=}
+    dev: true
+
+  /buffer-equal/0.0.1:
+    resolution: {integrity: sha1-kbx0sR6kBbyRa8aqkI+q+ltKrEs=}
+    engines: {node: '>=0.4.0'}
+    dev: true
+
+  /buffer-fill/1.0.0:
+    resolution: {integrity: sha1-+PeLdniYiO858gXNY39o5wISKyw=}
+    dev: true
+
+  /buffer-from/1.1.2:
+    resolution: {integrity: sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==}
+
+  /call-bind/1.0.2:
+    resolution: {integrity: sha512-7O+FbCihrB5WGbFYesctwmTKae6rOiIzmz1icreWJ+0aA7LJfuqhEso2T9ncpcFtzMQtzXf2QGGueWJGTYsqrA==}
+    dependencies:
+      function-bind: 1.1.1
+      get-intrinsic: 1.1.1
+    dev: false
+    optional: true
+
+  /camelcase-keys/2.1.0:
+    resolution: {integrity: sha1-MIvur/3ygRkFHvodkyITyRuPkuc=}
+    engines: {node: '>=0.10.0'}
+    dependencies:
+      camelcase: 2.1.1
+      map-obj: 1.0.1
+    dev: true
+
+  /camelcase/2.1.1:
+    resolution: {integrity: sha1-fB0W1nmhu+WcoCys7PsBHiAfWh8=}
+    engines: {node: '>=0.10.0'}
+    dev: true
+
+  /camelcase/5.3.1:
+    resolution: {integrity: sha512-L28STB170nwWS63UjtlEOE3dldQApaJXZkOI1uMFfzf3rRuPegHaHesyee+YxQ+W6SvRDQV6UrdOdRiR153wJg==}
+    engines: {node: '>=6'}
+    dev: true
+
+  /caseless/0.12.0:
+    resolution: {integrity: sha1-G2gcIf+EAzyCZUMJBolCDRhxUdw=}
+    dev: true
+
+  /chromium-pickle-js/0.2.0:
+    resolution: {integrity: sha1-BKEGZywYsIWrd02YPfo+oTjyIgU=}
+    dev: true
+
+  /code-point-at/1.1.0:
+    resolution: {integrity: sha1-DQcLTQQ6W+ozovGkDi7bPZpMz3c=}
+    engines: {node: '>=0.10.0'}
+    dev: true
+
+  /combined-stream/1.0.8:
+    resolution: {integrity: sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==}
+    engines: {node: '>= 0.8'}
+    dependencies:
+      delayed-stream: 1.0.0
+    dev: true
+
+  /commander/2.20.3:
+    resolution: {integrity: sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==}
+    dev: true
+
+  /compare-version/0.1.2:
+    resolution: {integrity: sha1-AWLsLZNR9d3VmpICy6k1NmpyUIA=}
+    engines: {node: '>=0.10.0'}
+    dev: true
+
+  /concat-map/0.0.1:
+    resolution: {integrity: sha1-2Klr13/Wjfd5OnMDajug1UBdR3s=}
+    dev: true
+
+  /concat-stream/1.6.2:
+    resolution: {integrity: sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw==}
+    engines: {'0': node >= 0.8}
+    dependencies:
+      buffer-from: 1.1.2
+      inherits: 2.0.4
+      readable-stream: 2.3.7
+      typedarray: 0.0.6
+    dev: true
+
+  /core-util-is/1.0.2:
+    resolution: {integrity: sha1-tf1UIgqivFq1eqtxQMlAdUUDwac=}
+    dev: true
+
+  /core-util-is/1.0.3:
+    resolution: {integrity: sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==}
+    dev: true
+
+  /cuint/0.2.2:
+    resolution: {integrity: sha1-QICG1AlVDCYxFVYZ6fp7ytw7mRs=}
+    dev: true
+
+  /currently-unhandled/0.4.1:
+    resolution: {integrity: sha1-mI3zP+qxke95mmE2nddsF635V+o=}
+    engines: {node: '>=0.10.0'}
+    dependencies:
+      array-find-index: 1.0.2
+    dev: true
+
+  /dashdash/1.14.1:
+    resolution: {integrity: sha1-hTz6D3y+L+1d4gMmuN1YEDX24vA=}
+    engines: {node: '>=0.10'}
+    dependencies:
+      assert-plus: 1.0.0
+    dev: true
+
+  /dbus-next/0.5.1:
+    resolution: {integrity: sha512-PzsudTX5HMLocSuwHefIohto8L4Gnh5ST2+VNAoax9Xurh+lTosmXIfgi/Mrc93vqUU3D1v7jE9/vjiWd3KIbA==}
+    dependencies:
+      event-stream: 3.3.4
+      hexy: 0.2.11
+      jsbi: 2.0.5
+      long: 4.0.0
+      put: 0.0.6
+      safe-buffer: 5.2.1
+      xml2js: 0.4.19
+    optionalDependencies:
+      abstract-socket: 2.1.1
+    dev: false
+    optional: true
+
+  /dbus-next/0.6.1:
+    resolution: {integrity: sha512-4huuqmErCAtp7x77KmBXg1jD/0Xj+zU3r53MVpfkO17QICwbvaZCrEAOjqo5tMP4tybOlEpsgiutYyQdjuheYw==}
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