diff --git a/attract/__init__.py b/attract/__init__.py
index 54818a3..c408251 100644
--- a/attract/__init__.py
+++ b/attract/__init__.py
@@ -151,10 +151,13 @@ class AttractExtension(PillarExtension):
                 import pprint
                 self._log.debug('Project: %s', pprint.pformat(project.to_dict()))
             return False
+        except KeyError:
+            # Not set up for Attract
+            return False
 
         if pprops is None:
-            self._log.warning("is_attract_project: Project url=%r doesn't have Attract"
-                              " extension properties.", project['url'])
+            self._log.debug("is_attract_project: Project url=%r doesn't have Attract"
+                            " extension properties.", project['url'])
             return False
         return True
 
@@ -166,6 +169,20 @@ class AttractExtension(PillarExtension):
         return flask.render_template('attract/sidebar.html',
                                      project=project)
 
+    def project_settings(self, project: pillarsdk.Project, **template_args: dict) -> flask.Response:
+        """Renders the project settings page for this extension.
+
+        Set YourExtension.has_project_settings = True and Pillar will call this function.
+
+        :param project: the project for which to render the settings.
+        :param template_args: additional template arguments.
+        :returns: a Flask HTTP response
+        """
+
+        from attract.routes import project_settings
+
+        return project_settings(project, **template_args)
+
     def activities_for_node(self, node_id, max_results=20, page=1):
         """Returns a page of activities for the given task or shot.
 
@@ -221,11 +238,11 @@ class AttractExtension(PillarExtension):
         return url_for_node(node_id=act.object)
 
 
-def _get_current_attract():
+def _get_current_attract() -> AttractExtension:
     """Returns the Attract extension of the current application."""
 
     return flask.current_app.pillar_extensions[EXTENSION_NAME]
 
 
-current_attract = LocalProxy(_get_current_attract)
+current_attract: AttractExtension = LocalProxy(_get_current_attract)
 """Attract extension of the current app."""
diff --git a/attract/routes.py b/attract/routes.py
index 0cafded..689102d 100644
--- a/attract/routes.py
+++ b/attract/routes.py
@@ -1,18 +1,21 @@
 import functools
 import logging
 
-from flask import Blueprint, render_template, redirect, url_for
+from flask import Blueprint, render_template, redirect, url_for, request, jsonify
 import flask_login
 import werkzeug.exceptions as wz_exceptions
 
+from pillar.auth import current_web_user as current_user
 from pillar.web.utils import attach_project_pictures
 import pillar.web.subquery
 from pillar.web.system_util import pillar_api
+from pillar.web.projects.routes import project_view
 import pillarsdk
 
 from attract import current_attract
 from attract.node_types.task import node_type_task
 from attract.node_types.shot import node_type_shot
+from attract.node_types.asset import node_type_asset
 
 blueprint = Blueprint('attract', __name__)
 log = logging.getLogger(__name__)
@@ -38,7 +41,7 @@ def index():
     projs_with_summaries = [
         (proj, current_attract.shot_manager.shot_status_summary(proj['_id']))
         for proj in projects['_items']
-        ]
+    ]
 
     # Fetch all activities for all Attract projects.
     id_to_proj = {p['_id']: p for p in projects['_items']}
@@ -137,8 +140,8 @@ def attract_project_view(extra_project_projections=None, extension_props=False):
 
 
 @blueprint.route('/<project_url>')
-@attract_project_view(extension_props=True)
-def project_index(project, attract_props):
+@attract_project_view(extension_props=False)
+def project_index(project):
     return redirect(url_for('attract.shots.perproject.index', project_url=project.url))
 
 
@@ -152,3 +155,88 @@ def help(project):
                    nt_shot['dyn_schema']['status']['allowed'])
 
     return render_template('attract/help.html', statuses=statuses)
+
+
+def project_settings(project: pillarsdk.Project, **template_args: dict):
+    """Renders the project settings page for Attract projects."""
+
+    from . import EXTENSION_NAME
+
+    # Based on the project state, we can render a different template.
+    if not current_attract.is_attract_project(project):
+        return render_template('attract/project_settings/offer_setup.html',
+                               project=project, **template_args)
+
+    ntn_shot = node_type_shot['name']
+    ntn_asset = node_type_asset['name']
+
+    try:
+        attract_props = project['extension_props'][EXTENSION_NAME]
+    except KeyError:
+        # Not set up for attract, can happen.
+        shot_task_types = []
+        asset_task_types = []
+    else:
+        shot_task_types = attract_props['task_types'][ntn_shot]
+        asset_task_types = attract_props['task_types'][ntn_asset]
+
+    return render_template('attract/project_settings/settings.html',
+                           project=project,
+                           asset_node_type_name=ntn_asset,
+                           shot_node_type_name=ntn_shot,
+                           shot_task_types=shot_task_types,
+                           asset_task_types=asset_task_types,
+                           **template_args)
+
+
+@blueprint.route('/<project_url>/<node_type_name>/set-task-types', methods=['POST'])
+@attract_project_view(extension_props=True)
+def save_task_types(project, attract_props, node_type_name: str):
+    from . import EXTENSION_NAME
+    from . import setup
+    import re
+    from collections import OrderedDict
+
+    valid_name_re = re.compile(r'^[0-9a-zA-Z &+\-.,_]+$')
+
+    if (not node_type_name.startswith('%s_' % EXTENSION_NAME)
+        or node_type_name not in attract_props['task_types']
+        or not valid_name_re.match(node_type_name)):
+        log.info('%s: received invalid node type name %r', request.endpoint, node_type_name)
+        raise wz_exceptions.BadRequest('Invalid node type name')
+
+    task_types_field = request.form.get('task_types')
+    if not task_types_field:
+        raise wz_exceptions.BadRequest('No task types given')
+
+    task_types = [
+        tt for tt in (tt.strip()
+                      for tt in task_types_field.split('\n'))
+        if tt
+    ]
+    task_types = list(OrderedDict.fromkeys(task_types))  # removes duplicates, maintains order.
+    if not all(valid_name_re.match(tt) for tt in task_types):
+        raise wz_exceptions.BadRequest('Invalid task type given')
+
+    setup.set_task_types(project.to_dict(), node_type_name, task_types)
+
+    return jsonify(task_types=task_types)
+
+
+@blueprint.route('/<project_url>/setup-for-attract', methods=['POST'])
+@flask_login.login_required
+@project_view()
+def setup_for_attract(project: pillarsdk.Project):
+    import attract.setup
+
+    project_id = project._id
+
+    if not project.has_method('PUT'):
+        log.warning('User %s tries to set up project %s for Attract, but has no PUT rights.',
+                    current_user, project_id)
+        raise wz_exceptions.Forbidden()
+
+    log.info('User %s sets up project %s for Attract', current_user, project_id)
+    attract.setup.setup_for_attract(project.url)
+
+    return '', 204
diff --git a/attract/setup.py b/attract/setup.py
index f8bae7a..34c5790 100644
--- a/attract/setup.py
+++ b/attract/setup.py
@@ -1,11 +1,7 @@
-"""Setting up projects for Attract.
+"""Setting up projects for Attract."""
 
-This is intended to be used by the CLI and unittests only, not tested
-for live/production situations.
-"""
-
-import copy
 import logging
+import typing
 
 from bson import ObjectId
 from eve.methods.put import put_internal
@@ -108,3 +104,13 @@ def setup_for_attract(project_url, replace=False, svn_url=None):
     log.info('Project %s was updated for Attract.', project_url)
 
     return project
+
+
+def set_task_types(project: dict, node_type_name: str, task_types: typing.List[str]):
+    eprops = project['extension_props']
+    attract_props = eprops[EXTENSION_NAME]
+    attract_props['task_types'][node_type_name] = task_types
+
+    log.info('Updating project %s, setting %s task_types to [%s]',
+             project['url'], node_type_name, ', '.join(task_types))
+    _update_project(project)
diff --git a/src/scripts/tutti/00_utils.js b/src/scripts/tutti/00_utils.js
index e2b5552..a620b1f 100644
--- a/src/scripts/tutti/00_utils.js
+++ b/src/scripts/tutti/00_utils.js
@@ -178,3 +178,23 @@ function setHeaderCellsWidth(tableHeaderRowOriginal, tableHeaderRowFixed) {
         return table_header.eq(i).width();
     });
 }
+
+/* Returns a more-or-less reasonable message given an error response object. */
+function xhrErrorResponseMessage(err) {
+    if (typeof err.responseJSON == 'undefined')
+        return err.statusText;
+
+    if (typeof err.responseJSON._error != 'undefined' && typeof err.responseJSON._error.message != 'undefined')
+        return err.responseJSON._error.message;
+
+    if (typeof err.responseJSON._message != 'undefined')
+        return err.responseJSON._message
+
+    return err.statusText;
+}
+
+function xhrErrorResponseElement(err, prefix) {
+    msg = xhrErrorResponseMessage(err);
+    return $('<span>')
+        .text(prefix + msg);
+}
diff --git a/src/templates/attract/project_settings/attract_layout.jade b/src/templates/attract/project_settings/attract_layout.jade
new file mode 100644
index 0000000..abd9f69
--- /dev/null
+++ b/src/templates/attract/project_settings/attract_layout.jade
@@ -0,0 +1,23 @@
+| {% extends 'projects/edit_layout.html'  %}
+| {% set title = 'attract' %}
+| {% block page_title %}Attract settings for {{ project.name }}{% endblock %}
+
+| {% block head %}
+script(src="{{ url_for('static_attract', filename='assets/js/generated/tutti.min.js') }}")
+| {% endblock %}
+
+| {% block project_context_header %}
+span#project-edit-title
+	| {{ self.page_title() }}
+| {% endblock %}
+
+| {% block project_context %}
+#node-edit-container
+	| {% block attract_container %}
+	| {% endblock attract_container %}
+
+	.settings-footer
+		p
+			| New to Attract?
+			| Sorry, we don't have documentation yet.
+| {% endblock project_context %}
diff --git a/src/templates/attract/project_settings/offer_setup.jade b/src/templates/attract/project_settings/offer_setup.jade
new file mode 100644
index 0000000..378859e
--- /dev/null
+++ b/src/templates/attract/project_settings/offer_setup.jade
@@ -0,0 +1,26 @@
+| {% extends 'attract/project_settings/attract_layout.html'  %}
+
+| {% block attract_container %}
+#node-edit-form
+	p This project is not setup for Attract (yet!)
+	p
+		button.btn.btn-success(onclick='setupForAttract()') Setup Project for Attract
+
+| {% endblock attract_container %}
+
+| {% block footer_scripts %}
+script.
+	function setupForAttract() {
+		$.ajax({
+			url: '{{ url_for( "attract.setup_for_attract", project_url=project.url) }}',
+			method: 'POST',
+		})
+		.done(function() {
+			window.location.reload();
+		})
+		.fail(function(err) {
+			var err_elt = xhrErrorResponseElement(err, 'Error setting up your project: ');
+			toastr.error(err_elt);
+		});
+	}
+| {% endblock %}
diff --git a/src/templates/attract/project_settings/settings.jade b/src/templates/attract/project_settings/settings.jade
new file mode 100644
index 0000000..f66a1d9
--- /dev/null
+++ b/src/templates/attract/project_settings/settings.jade
@@ -0,0 +1,58 @@
+| {% extends 'attract/project_settings/attract_layout.html'  %}
+
+| {% block attract_container %}
+#node-edit-form
+
+	h3 Shot-related task types
+	p Here you can edit the task columns shown in this project's
+		=' '
+		a(href="{{ url_for('attract.shots.perproject.index', project_url=project['url']) }}") shot list
+		='.'
+
+	form(onsubmit="save(this, '{{ url_for('attract.save_task_types', project_url=project['url'], node_type_name=shot_node_type_name) }}'); return false;")
+		.input-group
+			textarea(
+				name="task_types",
+				type="text",
+				rows="{{ shot_task_types|count + 1 }}",
+				placeholder='Task types, one per line') {{ '\n'.join(shot_task_types) }}
+		.input-group
+			button.btn.btn-success.btn-block(type='submit')
+				i.pi-check
+				| Save Shot task types
+
+	h3 Asset-related task types
+	p Here you can edit the task columns shown in this project's
+		=' '
+		a(href="{{ url_for('attract.assets.perproject.index', project_url=project['url']) }}") asset list
+		='.'
+
+	form(onsubmit="save(this, '{{ url_for('attract.save_task_types', project_url=project['url'], node_type_name=asset_node_type_name) }}'); return false;")
+		.input-group
+			textarea(
+				name="task_types",
+				type="text",
+				rows="{{ asset_task_types|count + 1 }}",
+				placeholder='Task types, one per line') {{ '\n'.join(asset_task_types) }}
+		.input-group
+			button.btn.btn-success.btn-block(type='submit')
+				i.pi-check
+				| Save Asset task types
+
+| {% endblock %}
+| {% block footer_scripts %}
+script.
+	function save(form, url) {
+		var $input = $(form).find('*[name="task_types"]');
+		var task_types = $input.val();
+		$.post(url, {'task_types': task_types})
+		.done(function(xhr) {
+			$input.val(xhr.task_types.join('\n'));
+			$input.attr('rows', xhr.task_types.length + 1);
+			toastr.success('Task types saved');
+		})
+		.fail(function(err) {
+			toastr.error(xhrErrorResponseElement(err, 'Error saving task types: '));
+		});
+	}
+| {% endblock %}