diff --git a/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json b/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json
new file mode 100644
index 0000000..002c9c8
--- /dev/null
+++ b/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json
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\ No newline at end of file
diff --git a/src/cli/load.js b/src/cli/load.js
index 99bef95..0cdfc52 100644
--- a/src/cli/load.js
+++ b/src/cli/load.js
@@ -165,31 +165,58 @@ export function makeLoadCommand(
 }
 
 export const loadDefaultPlugins = async (options: LoadOptions) => {
+  const sourcecredCommand = (args) => [
+    process.execPath,
+    "--max_old_space_size=8192",
+    process.argv[1],
+    ...args,
+  ];
   const tasks = [
     ...Common.defaultPlugins().map((pluginName) => ({
       id: `load-${pluginName}`,
-      cmd: [
-        process.execPath,
-        "--max_old_space_size=8192",
-        process.argv[1],
+      cmd: sourcecredCommand([
         "load",
         ...options.repoIds.map((repoId) => repoIdToString(repoId)),
         "--output",
         repoIdToString(options.output),
         "--plugin",
         pluginName,
-      ],
+      ]),
       deps: [],
     })),
   ];
 
-  const {success} = await execDependencyGraph(tasks, {taskPassLabel: "DONE"});
-  if (success) {
-    addToRepoIdRegistry(options.output);
-    return;
-  } else {
+  const {success: loadSuccess} = await execDependencyGraph(tasks, {
+    taskPassLabel: "DONE",
+  });
+  if (!loadSuccess) {
     throw new Error("Load tasks failed.");
   }
+  addToRepoIdRegistry(options.output);
+  // HACK: Logically, we should have the PagerankTask be included in the
+  // first execDependencyGraph run, depending on the other tasks completing.
+  //
+  // However, running pagerank depends on loading the graph
+  // (analysis/loadGraph), which depends on the relevant repo being present
+  // in the RepoIdRegistry. And it is only in the RepoIdRegistry after the
+  // call to execDependencyGraph has been successful.
+  //
+  // As a simple hack, we just call execDependencyGraph again with the
+  // pagerank command after the first one has been successful. This does have
+  // the awkward effect that CLI users will see two blocks of "task: SUCCESS"
+  // information from execDependencyGraph.
+  const pagerankTask = {
+    id: "run-pagerank",
+    cmd: sourcecredCommand(["pagerank", repoIdToString(options.output)]),
+    deps: [],
+  };
+  const {success: pagerankSuccess} = await execDependencyGraph([pagerankTask], {
+    taskPassLabel: "DONE",
+  });
+  if (!pagerankSuccess) {
+    throw new Error("Pagerank task failed.");
+  }
+  return;
 };
 
 export const loadIndividualPlugin = async (
diff --git a/src/cli/load.test.js b/src/cli/load.test.js
index 216c1ee..e573a9b 100644
--- a/src/cli/load.test.js
+++ b/src/cli/load.test.js
@@ -464,18 +464,18 @@ describe("cli/load", () => {
     const fooBaz = makeRepoId("foo", "baz");
 
     it("creates a load sub-task per plugin", async () => {
-      execDependencyGraph.mockResolvedValueOnce({success: true});
+      execDependencyGraph.mockResolvedValue({success: true});
       await loadDefaultPlugins({
         output: fooCombined,
         repoIds: [fooBar, fooBaz],
       });
-      expect(execDependencyGraph).toHaveBeenCalledTimes(1);
-      const tasks = execDependencyGraph.mock.calls[0][0];
-      expect(tasks).toHaveLength(["git", "github"].length);
-      expect(tasks.map((task) => task.id)).toEqual(
+      expect(execDependencyGraph).toHaveBeenCalledTimes(2);
+      const loadTasks = execDependencyGraph.mock.calls[0][0];
+      expect(loadTasks).toHaveLength(["git", "github"].length);
+      expect(loadTasks.map((task) => task.id)).toEqual(
         expect.arrayContaining(["load-git", "load-github"])
       );
-      for (const task of tasks) {
+      for (const task of loadTasks) {
         expect(task.cmd).toEqual([
           expect.stringMatching(/\bnode\b/),
           expect.stringMatching(/--max_old_space_size=/),
@@ -491,12 +491,35 @@ describe("cli/load", () => {
       }
     });
 
+    it("creates a pagerank task after load is successful", async () => {
+      execDependencyGraph.mockResolvedValue({success: true});
+      await loadDefaultPlugins({
+        output: fooCombined,
+        repoIds: [fooBar, fooBaz],
+      });
+      expect(execDependencyGraph).toHaveBeenCalledTimes(2);
+      const pagerankTasks = execDependencyGraph.mock.calls[1][0];
+      expect(pagerankTasks).toHaveLength(1);
+      const task = pagerankTasks[0];
+      expect(task).toEqual({
+        id: "run-pagerank",
+        deps: [],
+        cmd: [
+          expect.stringMatching(/\bnode\b/),
+          expect.stringMatching(/--max_old_space_size=/),
+          process.argv[1],
+          "pagerank",
+          "foo/combined",
+        ],
+      });
+    });
+
     it("updates RepoIdRegistry on success", async () => {
       const directory = newSourcecredDirectory();
       expect(RepoIdRegistry.getRegistry(directory)).toEqual(
         RepoIdRegistry.emptyRegistry()
       );
-      execDependencyGraph.mockResolvedValueOnce({success: true});
+      execDependencyGraph.mockResolvedValue({success: true});
       await loadDefaultPlugins({
         output: fooCombined,
         repoIds: [fooBar, fooBaz],
@@ -510,7 +533,7 @@ describe("cli/load", () => {
       expect(RepoIdRegistry.getRegistry(directory)).toEqual(expectedRegistry);
     });
 
-    it("throws an error on execDependencyGraph failure", async () => {
+    it("throws an load error on first execDependencyGraph failure", async () => {
       execDependencyGraph.mockResolvedValueOnce({success: false});
       const result = loadDefaultPlugins({
         output: fooCombined,
@@ -519,5 +542,16 @@ describe("cli/load", () => {
 
       expect(result).rejects.toThrow("Load tasks failed.");
     });
+
+    it("throws an pagerank error on second execDependencyGraph failure", async () => {
+      execDependencyGraph.mockResolvedValueOnce({success: true});
+      execDependencyGraph.mockResolvedValueOnce({success: false});
+      const result = loadDefaultPlugins({
+        output: fooCombined,
+        repoIds: [fooBar, fooBaz],
+      });
+
+      expect(result).rejects.toThrow("Pagerank task failed.");
+    });
   });
 });