diff --git a/docs/graphql.md b/docs/graphql.md
new file mode 100644
index 0000000..6e8b914
--- /dev/null
+++ b/docs/graphql.md
@@ -0,0 +1,45 @@
+Metaforecast website is implemented on top of GraphQL API.
+
+Tech stack:
+
+- [Pothos](https://pothos-graphql.dev/) on the backend for implementing our graphql server
+- [urql](https://formidable.com/open-source/urql/) on the frontend
+- [GraphQL Code Generator](https://www.graphql-code-generator.com/) for schema generation, queries generation and schema introspection
+
+Rationale for this stack can be found on [#32](https://github.com/quantified-uncertainty/metaforecast/issues/32) and [#21](https://github.com/quantified-uncertainty/metaforecast/issues/32) in comments.
+
+# Code layout
+
+List of all files used for graphql:
+
+- [schema.graphql](../schema.graphql), GraphQL schema generated by graphql-code-generator.
+- [codegen.yml](../codegen.yml), graphql-code-generator [config](https://www.graphql-code-generator.com/docs/config-reference/codegen-config)
+- [graphql.config.yaml](../graphql.config.yaml), [GraphQL Config](https://www.graphql-config.com/) for better VS Code integration ([VS Code GraphQL extension](https://marketplace.visualstudio.com/items?itemName=GraphQL.vscode-graphql) type-checks graphql files thanks to it)
+- [src/pages/api/graphql.ts](../src/pages/api/graphql.ts) implements the GraphQL HTTP endpoint and GraphQL playground
+- [src/web/urql.ts](../src/web/urql.ts) contains some helper functions.
+
+[src/graphql/](../src/graphql) dir contains GraphQL server code.
+
+`*.graphql` files in `src/web/**` contain GraphQL fragments, queries and mutations which are used on the frontend.
+
+`graphql-code-generator` converts those into `*.generated.ts` files which can be imported from the React components.
+
+# Recipes
+
+**I want to check out what Metaforecast's GraphQL API is capable of**
+
+Go to [/api/graphql](https://metaforecast.org/api/graphql) and do some queries by hand. Note the "Docs" link in the top right corner.
+
+**I want to add a new query/mutation to our schema**
+
+Read the [Pothos](https://pothos-graphql.dev/) docs to learn how to implement new objects and fields. Add the new code somewhere in `src/graphql/schema/`.
+
+**I want to display a new piece of data on the metaforecast website**
+
+- add a query in a nearest `queries.graphql` file (if there isn't one, create it)
+- run `gql-gen` (or keep it running with `gql-gen -w`) to get a `graphql.generated.ts` file
+- use [useQuery](https://formidable.com/open-source/urql/docs/basics/react-preact/#queries) with your new `MyQueryDocument` which you can import from the `graphql.generated.ts` file
+
+If you need SSR, you'll also need to do **the same** query with **the same variables** from your page's `getServerSideProps` function. Check out any existing page which calls `ssrUrql`.
+
+(You might not need to use `useQuery` in your components if you're doing SSR and the page content is not dynamic, just pass the data from `getServerSideProps` in `props` and avoid GraphQL on the client side).
diff --git a/src/graphql/schema/dashboards.ts b/src/graphql/schema/dashboards.ts
index f216850..f9837a6 100644
--- a/src/graphql/schema/dashboards.ts
+++ b/src/graphql/schema/dashboards.ts
@@ -8,11 +8,18 @@ import { QuestionObj } from "./questions";
 const DashboardObj = builder.objectRef<Dashboard>("Dashboard").implement({
   fields: (t) => ({
     id: t.exposeID("id"),
-    title: t.exposeString("title"),
-    description: t.exposeString("description"),
-    creator: t.exposeString("creator"),
+    title: t.exposeString("title", {
+      description: "The title of the dashboard",
+    }),
+    description: t.exposeString("description", {
+      description: "The longer description of the dashboard",
+    }),
+    creator: t.exposeString("creator", {
+      description: 'The creator of the dashboard, e.g. "Peter Parker"',
+    }),
     questions: t.field({
       type: [QuestionObj],
+      description: "The list of questions on the dashboard",
       resolve: async (parent) => {
         return await prisma.question.findMany({
           where: {
@@ -29,6 +36,7 @@ const DashboardObj = builder.objectRef<Dashboard>("Dashboard").implement({
 builder.queryField("dashboard", (t) =>
   t.field({
     type: DashboardObj,
+    description: "Look up a single dashboard by its id",
     args: {
       id: t.arg({ type: "ID", required: true }),
     },
@@ -55,16 +63,25 @@ const CreateDashboardResult = builder
 
 const CreateDashboardInput = builder.inputType("CreateDashboardInput", {
   fields: (t) => ({
-    title: t.string({ required: true }),
-    description: t.string(),
-    creator: t.string(),
-    ids: t.idList({ required: true }),
+    title: t.string({
+      required: true,
+      description: "The title of the dashboard",
+    }),
+    description: t.string({
+      description: "The longer description of the dashboard",
+    }),
+    creator: t.string({
+      description: 'The creator of the dashboard, e.g. "Peter Parker"',
+    }),
+    ids: t.idList({ required: true, description: "List of question ids" }),
   }),
 });
 
 builder.mutationField("createDashboard", (t) =>
   t.field({
     type: CreateDashboardResult,
+    description:
+      "Create a new dashboard; if the dashboard with given ids already exists then it will be returned instead.",
     args: {
       input: t.arg({ type: CreateDashboardInput, required: true }),
     },
diff --git a/src/graphql/schema/frontpage.ts b/src/graphql/schema/frontpage.ts
index 1b64648..46d8464 100644
--- a/src/graphql/schema/frontpage.ts
+++ b/src/graphql/schema/frontpage.ts
@@ -8,6 +8,7 @@ import { QuestionObj } from "./questions";
 builder.queryField("frontpage", (t) =>
   t.field({
     type: [QuestionObj],
+    description: "Get a list of questions that are currently on the frontpage",
     resolve: async () => {
       const legacyQuestions = await getFrontpage();
       const ids = legacyQuestions.map((q) => q.id);
diff --git a/src/graphql/schema/questions.ts b/src/graphql/schema/questions.ts
index 15690ed..69a4ef2 100644
--- a/src/graphql/schema/questions.ts
+++ b/src/graphql/schema/questions.ts
@@ -3,9 +3,15 @@ import { platforms, QualityIndicators } from "../../backend/platforms";
 import { builder } from "../builder";
 
 const PlatformObj = builder.objectRef<string>("Platform").implement({
-  description: "Platform supported by metaforecast",
+  description: "Forecasting platform supported by Metaforecast",
   fields: (t) => ({
+    id: t.id({
+      description: 'Short unique platform name, e.g. "xrisk"',
+      resolve: (x) => x,
+    }),
     label: t.string({
+      description:
+        'Platform name for displaying on frontend etc., e.g. "X-risk estimates"',
       resolve: (platformName) => {
         if (platformName === "metaforecast") {
           return "Metaforecast";
@@ -21,9 +27,6 @@ const PlatformObj = builder.objectRef<string>("Platform").implement({
         return platform.label;
       },
     }),
-    id: t.id({
-      resolve: (x) => x,
-    }),
   }),
 });
 
@@ -32,7 +35,9 @@ export const QualityIndicatorsObj = builder
   .implement({
     description: "Various indicators of the question's quality",
     fields: (t) => ({
-      stars: t.exposeInt("stars"),
+      stars: t.exposeInt("stars", {
+        description: "0 to 5",
+      }),
       numForecasts: t.int({
         nullable: true,
         resolve: (parent) =>
@@ -48,19 +53,28 @@ export const ProbabilityOptionObj = builder
   .implement({
     fields: (t) => ({
       name: t.exposeString("name", { nullable: true }),
-      probability: t.exposeFloat("probability", { nullable: true }), // number, 0 to 1
+      probability: t.exposeFloat("probability", {
+        description: "0 to 1",
+        nullable: true,
+      }),
     }),
   });
 
 export const QuestionObj = builder.prismaObject("Question", {
   findUnique: (question) => ({ id: question.id }),
   fields: (t) => ({
-    id: t.exposeID("id"),
+    id: t.exposeID("id", {
+      description: "Unique string which identifies the question",
+    }),
     title: t.exposeString("title"),
     description: t.exposeString("description"),
-    url: t.exposeString("url"),
+    url: t.exposeString("url", {
+      description:
+        "Non-unique, a very small number of platforms have a page for more than one prediction",
+    }),
     timestamp: t.field({
       type: "Date",
+      description: "Timestamp at which metaforecast fetched the question",
       resolve: (parent) => parent.timestamp,
     }),
     platform: t.field({
@@ -81,7 +95,7 @@ export const QuestionObj = builder.prismaObject("Question", {
       },
     }),
     visualization: t.string({
-      resolve: (parent) => (parent.extra as any)?.visualization,
+      resolve: (parent) => (parent.extra as any)?.visualization, // used for guesstimate only, see searchGuesstimate.ts
       nullable: true,
     }),
   }),
diff --git a/src/graphql/schema/search.ts b/src/graphql/schema/search.ts
index 2eff5dc..ca6a41a 100644
--- a/src/graphql/schema/search.ts
+++ b/src/graphql/schema/search.ts
@@ -7,9 +7,15 @@ import { QuestionObj } from "./questions";
 const SearchInput = builder.inputType("SearchInput", {
   fields: (t) => ({
     query: t.string({ required: true }),
-    starsThreshold: t.int(),
-    forecastsThreshold: t.int(),
-    forecastingPlatforms: t.stringList(),
+    starsThreshold: t.int({
+      description: "Minimum number of stars on a question",
+    }),
+    forecastsThreshold: t.int({
+      description: "Minimum number of forecasts on a question",
+    }),
+    forecastingPlatforms: t.stringList({
+      description: "List of platform ids to filter by",
+    }),
     limit: t.int(),
   }),
 });
@@ -17,13 +23,15 @@ const SearchInput = builder.inputType("SearchInput", {
 builder.queryField("searchQuestions", (t) =>
   t.field({
     type: [QuestionObj],
+    description:
+      "Search for questions; uses Algolia instead of the primary metaforecast database",
     args: {
       input: t.arg({ type: SearchInput, required: true }),
     },
     resolve: async (parent, { input }) => {
       // defs
       const query = input.query === undefined ? "" : input.query;
-      if (query == "") return [];
+      if (query === "") return [];
       const forecastsThreshold = input.forecastsThreshold;
       const starsThreshold = input.starsThreshold;
       const platformsIncludeGuesstimate =