diff --git a/lib/philomena/comments/query.ex b/lib/philomena/comments/query.ex
index 49ec6d688..4954e1c32 100644
--- a/lib/philomena/comments/query.ex
+++ b/lib/philomena/comments/query.ex
@@ -51,8 +51,8 @@ defmodule Philomena.Comments.Query do
   defp anonymous_fields do
     [
       int_fields: ~W(id),
+      numeric_fields: ~W(image_id),
       date_fields: ~W(created_at),
-      literal_fields: ~W(image_id),
       ngram_fields: ~W(body),
       custom_fields: ~W(author user_id),
       default_field: {"body", :ngram},
@@ -77,7 +77,8 @@ defmodule Philomena.Comments.Query do
     fields = user_fields()
 
     Keyword.merge(fields,
-      literal_fields: ~W(image_id user_id author fingerprint),
+      numeric_fields: fields[:numeric_fields] ++ ~W(user_id),
+      literal_fields: ~W(author fingerprint),
       ip_fields: ~W(ip),
       bool_fields: ~W(anonymous deleted),
       custom_fields: fields[:custom_fields] -- ~W(author user_id),
diff --git a/lib/philomena/filters/query.ex b/lib/philomena/filters/query.ex
index 3460a459c..dd3512f04 100644
--- a/lib/philomena/filters/query.ex
+++ b/lib/philomena/filters/query.ex
@@ -10,9 +10,10 @@ defmodule Philomena.Filters.Query do
   defp anonymous_fields do
     [
       int_fields: ~W(id spoilered_count hidden_count),
+      numeric_fields: ~W(user_id),
       date_fields: ~W(created_at),
       ngram_fields: ~W(description),
-      literal_fields: ~W(name creator user_id),
+      literal_fields: ~W(name creator),
       bool_fields: ~W(public system),
       default_field: {"name", :term}
     ]
diff --git a/lib/philomena/galleries/query.ex b/lib/philomena/galleries/query.ex
index ddfa1e8bc..26e99f4ba 100644
--- a/lib/philomena/galleries/query.ex
+++ b/lib/philomena/galleries/query.ex
@@ -4,7 +4,8 @@ defmodule Philomena.Galleries.Query do
   defp fields do
     [
       int_fields: ~W(id image_count watcher_count),
-      literal_fields: ~W(title user image_ids watcher_ids),
+      numeric_fields: ~W(image_ids watcher_ids),
+      literal_fields: ~W(title user),
       date_fields: ~W(created_at updated_at),
       ngram_fields: ~W(description),
       default_field: {"title", :term},
diff --git a/lib/philomena/images/query.ex b/lib/philomena/images/query.ex
index 901147ac1..b84df6219 100644
--- a/lib/philomena/images/query.ex
+++ b/lib/philomena/images/query.ex
@@ -85,8 +85,9 @@ defmodule Philomena.Images.Query do
   defp anonymous_fields do
     [
       int_fields:
-        ~W(id width height score upvotes downvotes faves uploader_id faved_by_id pixels size orig_size comment_count source_count tag_count) ++
+        ~W(id width height score upvotes downvotes faves pixels size orig_size comment_count source_count tag_count) ++
           tag_count_fields(),
+      numeric_fields: ~W(uploader_id faved_by_id duplicate_id),
       float_fields: ~W(aspect_ratio wilson_score duration),
       date_fields: ~W(created_at updated_at first_seen_at),
       literal_fields:
@@ -118,8 +119,8 @@ defmodule Philomena.Images.Query do
     fields = user_fields()
 
     Keyword.merge(fields,
-      int_fields:
-        fields[:int_fields] ++
+      numeric_fields:
+        fields[:numeric_fields] ++
           ~W(upvoted_by_id downvoted_by_id true_uploader_id hidden_by_id deleted_by_user_id),
       literal_fields:
         fields[:literal_fields] ++
diff --git a/lib/philomena/posts/query.ex b/lib/philomena/posts/query.ex
index 58d94d6ca..f4836ad13 100644
--- a/lib/philomena/posts/query.ex
+++ b/lib/philomena/posts/query.ex
@@ -51,8 +51,9 @@ defmodule Philomena.Posts.Query do
   defp anonymous_fields do
     [
       int_fields: ~W(id topic_position),
+      numeric_fields: ~W(forum_id topic_id),
       date_fields: ~W(created_at updated_at),
-      literal_fields: ~W(forum forum_id topic_id),
+      literal_fields: ~W(forum),
       ngram_fields: ~W(body subject),
       custom_fields: ~W(author user_id),
       default_field: {"body", :ngram},
@@ -76,7 +77,8 @@ defmodule Philomena.Posts.Query do
     fields = user_fields()
 
     Keyword.merge(fields,
-      literal_fields: fields[:literal_fields] ++ ~W(user_id author fingerprint),
+      numeric_fields: fields[:numeric_fields] ++ ~W(user_id),
+      literal_fields: fields[:literal_fields] ++ ~W(author fingerprint),
       ip_fields: ~W(ip),
       bool_fields: ~W(anonymous deleted),
       custom_fields: fields[:custom_fields] -- ~W(author user_id),
diff --git a/lib/philomena/reports/query.ex b/lib/philomena/reports/query.ex
index ebff3bf9d..7d45429a5 100644
--- a/lib/philomena/reports/query.ex
+++ b/lib/philomena/reports/query.ex
@@ -3,10 +3,10 @@ defmodule Philomena.Reports.Query do
 
   defp fields do
     [
-      int_fields: ~W(id image_id),
+      int_fields: ~W(id),
+      numeric_fields: ~W(user_id admin_id reportable_id image_id),
       date_fields: ~W(created_at),
-      literal_fields:
-        ~W(state user user_id admin admin_id reportable_type reportable_id fingerprint),
+      literal_fields: ~W(state user admin reportable_type fingerprint),
       ip_fields: ~W(ip),
       bool_fields: ~W(open),
       ngram_fields: ~W(reason),
diff --git a/lib/philomena_query/parse/float_parser.ex b/lib/philomena_query/parse/float_parser.ex
index 2fa253fc4..c9773e6f8 100644
--- a/lib/philomena_query/parse/float_parser.ex
+++ b/lib/philomena_query/parse/float_parser.ex
@@ -3,9 +3,6 @@ defmodule PhilomenaQuery.Parse.FloatParser do
 
   import NimbleParsec
 
-  defp to_number(input), do: PhilomenaQuery.Parse.Helpers.to_number(input)
-  defp range(input), do: PhilomenaQuery.Parse.Helpers.range(input)
-
   space =
     choice([string(" "), string("\t"), string("\n"), string("\r"), string("\v"), string("\f")])
     |> ignore()
@@ -18,21 +15,21 @@ defmodule PhilomenaQuery.Parse.FloatParser do
     ascii_string([?0..?9], min: 1)
     |> optional(ascii_char(~c".") |> ascii_string([?0..?9], min: 1))
     |> reduce({List, :to_string, []})
-    |> reduce(:to_number)
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_number, []})
 
   float =
     optional(ascii_char(~c"-+"))
     |> ascii_string([?0..?9], min: 1)
     |> optional(ascii_char(~c".") |> ascii_string([?0..?9], min: 1))
     |> reduce({List, :to_string, []})
-    |> reduce(:to_number)
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_number, []})
 
   float_parser =
     choice([
       float
       |> concat(fuzz)
       |> concat(unsigned_float)
-      |> reduce(:range)
+      |> reduce({PhilomenaQuery.Parse.Helpers, :range, []})
       |> unwrap_and_tag(:float_range),
       float |> unwrap_and_tag(:float)
     ])
diff --git a/lib/philomena_query/parse/helpers.ex b/lib/philomena_query/parse/helpers.ex
index 5d9718900..a0c2483bf 100644
--- a/lib/philomena_query/parse/helpers.ex
+++ b/lib/philomena_query/parse/helpers.ex
@@ -1,6 +1,9 @@
 defmodule PhilomenaQuery.Parse.Helpers do
   @moduledoc false
 
+  @min_int32 -2_147_483_648
+  @max_int32 2_147_483_647
+
   # Apparently, it's too hard for the standard library to to parse a number
   # as a float if it doesn't contain a decimal point. WTF
   def to_number(term) do
@@ -17,15 +20,18 @@ defmodule PhilomenaQuery.Parse.Helpers do
   end
 
   def to_int(term) do
-    {int, _} = :string.to_integer(term)
+    {int, []} = :string.to_integer(term)
 
-    if int in -2_147_483_648..2_147_483_647 do
-      int
-    else
-      0
-    end
+    clamp_to_int32(int)
   end
 
+  def int_range([center, deviation]) do
+    [clamp_to_int32(center - deviation), clamp_to_int32(center + deviation)]
+  end
+
+  def clamp_to_int32(int) when is_integer(int),
+    do: min(max(int, @min_int32), @max_int32)
+
   def range([center, deviation]) do
     [center - deviation, center + deviation]
   end
diff --git a/lib/philomena_query/parse/int_parser.ex b/lib/philomena_query/parse/int_parser.ex
index a3f7842aa..d360df516 100644
--- a/lib/philomena_query/parse/int_parser.ex
+++ b/lib/philomena_query/parse/int_parser.ex
@@ -3,9 +3,6 @@ defmodule PhilomenaQuery.Parse.IntParser do
 
   import NimbleParsec
 
-  defp to_int(input), do: PhilomenaQuery.Parse.Helpers.to_int(input)
-  defp range(input), do: PhilomenaQuery.Parse.Helpers.range(input)
-
   space =
     choice([string(" "), string("\t"), string("\n"), string("\r"), string("\v"), string("\f")])
     |> ignore()
@@ -18,16 +15,20 @@ defmodule PhilomenaQuery.Parse.IntParser do
     optional(ascii_char(~c"-+"))
     |> ascii_string([?0..?9], min: 1)
     |> reduce({List, :to_string, []})
-    |> reduce(:to_int)
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_int, []})
 
   int_parser =
     choice([
-      int |> concat(fuzz) |> integer(min: 1) |> reduce(:range) |> unwrap_and_tag(:int_range),
+      int
+      |> concat(fuzz)
+      |> integer(min: 1)
+      |> reduce({PhilomenaQuery.Parse.Helpers, :int_range, []})
+      |> unwrap_and_tag(:int_range),
       int |> unwrap_and_tag(:int)
     ])
     |> repeat(space)
     |> eos()
-    |> label("an integer, like `3' or `-10'")
+    |> label("a signed integer, like `3' or `-10'")
 
   defparsec(:parse, int_parser)
 end
diff --git a/lib/philomena_query/parse/lexer.ex b/lib/philomena_query/parse/lexer.ex
index 648099a4c..422554a5d 100644
--- a/lib/philomena_query/parse/lexer.ex
+++ b/lib/philomena_query/parse/lexer.ex
@@ -3,8 +3,6 @@ defmodule PhilomenaQuery.Parse.Lexer do
 
   import NimbleParsec
 
-  defp to_number(input), do: PhilomenaQuery.Parse.Helpers.to_number(input)
-
   space =
     choice([string(" "), string("\t"), string("\n"), string("\r"), string("\v"), string("\f")])
     |> ignore()
@@ -14,7 +12,7 @@ defmodule PhilomenaQuery.Parse.Lexer do
     |> ascii_string([?0..?9], min: 1)
     |> optional(ascii_char(~c".") |> ascii_string([?0..?9], min: 1))
     |> reduce({List, :to_string, []})
-    |> reduce(:to_number)
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_number, []})
 
   l_and =
     times(space, min: 1)
diff --git a/lib/philomena_query/parse/literal_parser.ex b/lib/philomena_query/parse/literal_parser.ex
index 253d647ff..c424bedf2 100644
--- a/lib/philomena_query/parse/literal_parser.ex
+++ b/lib/philomena_query/parse/literal_parser.ex
@@ -4,13 +4,11 @@ defmodule PhilomenaQuery.Parse.LiteralParser do
   import NimbleParsec
   @dialyzer [:no_match, :no_unused]
 
-  defp to_number(input), do: PhilomenaQuery.Parse.Helpers.to_number(input)
-
   float =
     ascii_string([?0..?9], min: 1)
     |> optional(ascii_char(~c".") |> ascii_string([?0..?9], min: 1))
     |> reduce({List, :to_string, []})
-    |> reduce(:to_number)
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_number, []})
 
   edit_distance =
     ignore(string("~"))
diff --git a/lib/philomena_query/parse/numeric_parser.ex b/lib/philomena_query/parse/numeric_parser.ex
new file mode 100644
index 000000000..95ff58be3
--- /dev/null
+++ b/lib/philomena_query/parse/numeric_parser.ex
@@ -0,0 +1,15 @@
+defmodule PhilomenaQuery.Parse.NumericParser do
+  @moduledoc false
+
+  import NimbleParsec
+
+  numeric_parser =
+    ascii_string([?0..?9], min: 1)
+    |> reduce({List, :to_string, []})
+    |> reduce({PhilomenaQuery.Parse.Helpers, :to_int, []})
+    |> unwrap_and_tag(:numeric)
+    |> eos()
+    |> label("a numeric value, like `3' or `10'")
+
+  defparsec(:parse, numeric_parser)
+end
diff --git a/lib/philomena_query/parse/parser.ex b/lib/philomena_query/parse/parser.ex
index 320316aae..ab1870055 100644
--- a/lib/philomena_query/parse/parser.ex
+++ b/lib/philomena_query/parse/parser.ex
@@ -14,6 +14,7 @@ defmodule PhilomenaQuery.Parse.Parser do
   - Dates (absolute and relative, time points and ranges)
   - Floats
   - Integers
+  - Numerics
   - IP Addresses
   - Literal text
   - Stemmed text
@@ -33,6 +34,7 @@ defmodule PhilomenaQuery.Parse.Parser do
     DateParser,
     FloatParser,
     IntParser,
+    NumericParser,
     IpParser,
     Lexer,
     LiteralParser,
@@ -90,6 +92,7 @@ defmodule PhilomenaQuery.Parse.Parser do
           date_fields: [String.t()],
           float_fields: [String.t()],
           int_fields: [String.t()],
+          numeric_fields: [String.t()],
           ip_fields: [String.t()],
           literal_fields: [String.t()],
           ngram_fields: [String.t()],
@@ -108,6 +111,7 @@ defmodule PhilomenaQuery.Parse.Parser do
     date_fields: [],
     float_fields: [],
     int_fields: [],
+    numeric_fields: [],
     ip_fields: [],
     literal_fields: [],
     ngram_fields: [],
@@ -131,7 +135,8 @@ defmodule PhilomenaQuery.Parse.Parser do
   Available options:
   - `bool_fields` - a list of field names parsed as booleans
   - `float_fields` - a list of field names parsed as floats
-  - `int_fields` - a list of field names parsed as integers
+  - `int_fields` - a list of field names parsed as signed integers
+  - `numeric_fields` - a list of field names parsed as numeric values (unsigned integers without fuzzing or range queries)
   - `ip_fields` - a list of field names parsed as IP CIDR masks
   - `literal_fields` - wildcardable fields which are searched as the exact value
   - `ngram_fields` - wildcardable fields which are searched as stemmed values
@@ -164,6 +169,7 @@ defmodule PhilomenaQuery.Parse.Parser do
         Enum.map(parser.date_fields, fn f -> {f, DateParser} end) ++
         Enum.map(parser.float_fields, fn f -> {f, FloatParser} end) ++
         Enum.map(parser.int_fields, fn f -> {f, IntParser} end) ++
+        Enum.map(parser.numeric_fields, fn f -> {f, NumericParser} end) ++
         Enum.map(parser.ip_fields, fn f -> {f, IpParser} end) ++
         Enum.map(parser.literal_fields, fn f -> {f, LiteralParser} end) ++
         Enum.map(parser.ngram_fields, fn f -> {f, NgramParser} end) ++
@@ -437,6 +443,12 @@ defmodule PhilomenaQuery.Parse.Parser do
   defp field_type(_parser, [{IntParser, field_name}, range: _range, int_range: _value]),
     do: {:error, "multiple ranges specified for " <> field_name}
 
+  defp field_type(parser, [{NumericParser, field_name}, range: :eq, numeric: value]),
+    do: {:ok, {%{term: %{field(parser, field_name) => value}}, []}}
+
+  defp field_type(_parser, [{NumericParser, field_name}, _range, _value]),
+    do: {:error, "range specified for " <> field_name}
+
   defp field_type(parser, [{FloatParser, field_name}, range: :eq, float: value]),
     do: {:ok, {%{term: %{field(parser, field_name) => value}}, []}}