diff --git a/Gemfile b/Gemfile
index c07aed4..ffe03d9 100644
--- a/Gemfile
+++ b/Gemfile
@@ -46,6 +46,8 @@ gem 'rack-cors'
 # Use Redis adapter to run Action Cable in production
 # gem "redis", ">= 4.0.1"
 
+gem 'stringex'
+
 # Use Kredis to get higher-level data types in Redis [https://github.com/rails/kredis]
 # gem "kredis"
 
diff --git a/Gemfile.lock b/Gemfile.lock
index 3ffa3b7..0748244 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -306,6 +306,7 @@ GEM
     sqlite3 (1.7.3-x86_64-linux)
     stimulus-rails (1.3.3)
       railties (>= 6.0.0)
+    stringex (2.8.6)
     stringio (3.1.1)
     strscan (3.1.0)
     thor (1.3.1)
@@ -368,6 +369,7 @@ DEPENDENCIES
   sprockets-rails
   sqlite3
   stimulus-rails
+  stringex
   turbo-rails
   tzinfo-data
   vcr
diff --git a/app/models/detector/suggested_resource.rb b/app/models/detector/suggested_resource.rb
new file mode 100644
index 0000000..526074e
--- /dev/null
+++ b/app/models/detector/suggested_resource.rb
@@ -0,0 +1,57 @@
+# frozen_string_literal: true
+
+# == Schema Information
+#
+# Table name: detector_suggested_resources
+#
+#  id          :integer          not null, primary key
+#  title       :string
+#  url         :string
+#  phrase      :string
+#  fingerprint :string
+#  created_at  :datetime         not null
+#  updated_at  :datetime         not null
+#
+
+require 'stringex/core_ext'
+
+module Detector
+  # Detector::SuggestedResource stores custom hints that we want to send to the
+  # user in response to specific strings. For example, a search for "web of
+  # science" should be met with our custom login link to Web of Science via MIT.
+  class SuggestedResource < ApplicationRecord
+    before_save :update_fingerprint
+
+    def update_fingerprint
+      self.fingerprint = calculate_fingerprint(phrase)
+    end
+
+    # This implements the OpenRefine fingerprinting algorithm. See
+    # https://openrefine.org/docs/technical-reference/clustering-in-depth#fingerprint
+    def calculate_fingerprint(old_phrase)
+      modified_phrase = old_phrase
+      modified_phrase = modified_phrase.strip
+      modified_phrase = modified_phrase.downcase
+
+      # This removes all punctuation and symbol characters from the string.
+      modified_phrase = modified_phrase.gsub(/\p{P}|\p{S}/, '')
+
+      # Normalize to ASCII (e.g. gödel and godel are liable to be intended to
+      # find the same thing)
+      modified_phrase = modified_phrase.to_ascii
+
+      # Coercion to ASCII can introduce new symbols, so we remove those now.
+      modified_phrase = modified_phrase.gsub(/\p{P}|\p{S}/, '')
+
+      # Tokenize
+      tokens = modified_phrase.split
+
+      # Remove duplicates and sort
+      tokens = tokens.uniq
+      tokens = tokens.sort
+
+      # Rejoin tokens
+      tokens.join(' ')
+    end
+  end
+end
diff --git a/db/migrate/20240716143850_create_detector_suggested_resources.rb b/db/migrate/20240716143850_create_detector_suggested_resources.rb
new file mode 100644
index 0000000..b13e90b
--- /dev/null
+++ b/db/migrate/20240716143850_create_detector_suggested_resources.rb
@@ -0,0 +1,14 @@
+class CreateDetectorSuggestedResources < ActiveRecord::Migration[7.1]
+  def change
+    create_table :detector_suggested_resources do |t|
+      t.string :title
+      t.string :url
+      t.string :phrase
+      t.string :fingerprint
+
+      t.timestamps
+    end
+    add_index :detector_suggested_resources, :phrase, unique: true
+    add_index :detector_suggested_resources, :fingerprint, unique: true
+  end
+end
diff --git a/db/schema.rb b/db/schema.rb
index 3acaf32..52c9d2d 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema[7.1].define(version: 2024_07_01_205444) do
+ActiveRecord::Schema[7.1].define(version: 2024_07_16_143850) do
   create_table "detector_journals", force: :cascade do |t|
     t.string "name"
     t.json "additional_info"
@@ -19,6 +19,17 @@
     t.index ["name"], name: "index_detector_journals_on_name"
   end
 
+  create_table "detector_suggested_resources", force: :cascade do |t|
+    t.string "title"
+    t.string "url"
+    t.string "phrase"
+    t.string "fingerprint"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+    t.index ["fingerprint"], name: "index_detector_suggested_resources_on_fingerprint", unique: true
+    t.index ["phrase"], name: "index_detector_suggested_resources_on_phrase", unique: true
+  end
+
   create_table "metrics_algorithms", force: :cascade do |t|
     t.date "month"
     t.integer "doi"
diff --git a/test/fixtures/detector/suggested_resources.yml b/test/fixtures/detector/suggested_resources.yml
new file mode 100644
index 0000000..82c43a7
--- /dev/null
+++ b/test/fixtures/detector/suggested_resources.yml
@@ -0,0 +1,31 @@
+# == Schema Information
+#
+# Table name: detector_suggested_resources
+#
+#  id          :integer          not null, primary key
+#  title       :string
+#  url         :string
+#  phrase      :string
+#  fingerprint :string
+#  created_at  :datetime         not null
+#  updated_at  :datetime         not null
+#
+
+
+jstor:
+  title: JSTOR
+  url: https://libguides.mit.edu/jstor
+  phrase: jstor
+  fingerprint: jstor
+
+web_of_science:
+  title: Web of Science
+  url: https://libguides.mit.edu/webofsci
+  phrase: web of science
+  fingerprint: of science web
+
+web_of_knowledge:
+  title: Web of Knowledge
+  url: https://libguides.mit.edu/webofsci
+  phrase: web of knowledge
+  fingerprint: knowledge of web
diff --git a/test/models/detector/suggested_resource_test.rb b/test/models/detector/suggested_resource_test.rb
new file mode 100644
index 0000000..620b35b
--- /dev/null
+++ b/test/models/detector/suggested_resource_test.rb
@@ -0,0 +1,123 @@
+# frozen_string_literal: true
+
+# == Schema Information
+#
+# Table name: detector_suggested_resources
+#
+#  id          :integer          not null, primary key
+#  title       :string
+#  url         :string
+#  phrase      :string
+#  fingerprint :string
+#  created_at  :datetime         not null
+#  updated_at  :datetime         not null
+#
+require 'test_helper'
+
+module Detector
+  class SuggestedResourceTest < ActiveSupport::TestCase
+    test 'fingerprints are generated automatically' do
+      resource = {
+        title: 'Our latest resource',
+        url: 'https://example.org',
+        phrase: 'Our latest resource'
+      }
+
+      new_resource = Detector::SuggestedResource.create(resource)
+
+      assert new_resource.fingerprint == 'latest our resource'
+    end
+
+    test 'fingerprints are recalculated on save' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'A brand new phrase'
+
+      resource.phrase = 'This is a brand new phrase'
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'a brand is new phrase this'
+    end
+
+    test 'generating fingerprints does not alter the phrase' do
+      resource = detector_suggested_resources('jstor')
+      benchmark = 'This is an updated phrase! '
+
+      refute resource.phrase == benchmark
+      resource.phrase = benchmark
+      resource.save
+      resource.reload
+
+      assert resource.phrase == benchmark
+    end
+
+    test 'fingerprints strip extra spaces' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'i need space'
+
+      resource.phrase = '  i  need  space  '
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'i need space'
+    end
+
+    test 'fingerprints are coerced to lowercase' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'ftw intercapping'
+
+      resource.phrase = 'InterCapping FTW'
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'ftw intercapping'
+    end
+
+    test 'fingerprints remove punctuation and symbols' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'bullets perfect phrase punctuation quoted symbols'
+
+      resource.phrase = 'symbols™ + punctuation: * bullets! - "quoted phrase" (perfect) ¥€$'
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'bullets perfect phrase punctuation quoted symbols'
+    end
+
+    test 'fingerprints coerce characters to ASCII' do
+      resource = {
+        title: 'A wide range of characters',
+        url: 'https://example.org',
+        phrase: 'а а̀ а̂ а̄ ӓ б в г ґ д ђ ѓ е ѐ е̄ е̂ ё є ж з з́ ѕ и і ї ꙇ ѝ и̂ ӣ й ј к л љ м н њ о о̀ о̂ ō ӧ п р с с́'\
+        ' т ћ ќ у у̀ у̂ ӯ ў ӱ ф х ц ч џ ш щ ꙏ ъ ъ̀ ы ь ѣ э ю ю̀ я'
+      }
+
+      new_resource = Detector::SuggestedResource.create(resource)
+
+      assert new_resource.fingerprint == 'a b ch d dj dz dzh e f g gh gj i ia ie io iu j k kh kj l lj m n nj o p r s '\
+      'sh shch t ts tsh u v y yi z zh'
+    end
+
+    test 'fingerprints remove repeated words' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'double'
+
+      resource.phrase = 'double double'
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'double'
+    end
+
+    test 'fingerprints sort words alphabetically' do
+      resource = detector_suggested_resources('jstor')
+      refute resource.fingerprint == 'delta gamma'
+
+      resource.phrase = 'gamma delta'
+      resource.save
+      resource.reload
+
+      assert resource.fingerprint == 'delta gamma'
+    end
+  end
+end