diff --git a/_config/indexes.yml b/_config/indexes.yml
index 4d40bc3..2e9b3f6 100644
--- a/_config/indexes.yml
+++ b/_config/indexes.yml
@@ -8,7 +8,7 @@ Suilven\FreeTextSearch\Indexes:
     - index:
         name: sitetree
         class: SilverStripe\CMS\Model\SiteTree
-        tokenizer: lemmatizer
+        tokenizer: porter
         # language: en
         fields:
           - Title
diff --git a/src/Container/SearchResults.php b/src/Container/SearchResults.php
index f4784fe..e3b446d 100644
--- a/src/Container/SearchResults.php
+++ b/src/Container/SearchResults.php
@@ -48,6 +48,9 @@ class SearchResults
     /** @var float the time in seconds */
     private $time;
 
+    /** @var \SilverStripe\ORM\DataObject|null */
+    private $searchSimilarTo = null;
+
     public function __construct()
     {
         $this->time = 0;
@@ -165,4 +168,16 @@ public function setTime(float $newTime): void
     {
         $this->time = $newTime;
     }
+
+
+    public function getSimilarTo(): ?\SilverStripe\ORM\DataObject
+    {
+        return $this->searchSimilarTo;
+    }
+
+
+    public function setSimilarTo(?\SilverStripe\ORM\DataObject $dataObject): void
+    {
+        $this->searchSimilarTo = $dataObject;
+    }
 }
diff --git a/src/Helper/SearchHelper.php b/src/Helper/SearchHelper.php
index 6f464da..5c6b08d 100644
--- a/src/Helper/SearchHelper.php
+++ b/src/Helper/SearchHelper.php
@@ -10,6 +10,7 @@
 namespace Suilven\FreeTextSearch\Helper;
 
 use SilverStripe\ORM\DataObject;
+use Suilven\FreeTextSearch\Indexes;
 
 class SearchHelper
 {
@@ -21,31 +22,47 @@ public function getTextFieldPayload(DataObject $dataObject): array
     {
         $helper = new IndexingHelper();
         $fullPayload = $helper->getFieldsToIndex($dataObject);
-
         $textPayload = [];
 
         $keys = \array_keys($fullPayload);
         $specsHelper = new SpecsHelper();
 
-        foreach ($keys as $key) {
-            if ($fullPayload[$key] === []) {
+
+        foreach ($keys as $indexKey) {
+            $indexes = new Indexes();
+            $index = $indexes->getIndex($indexKey);
+            $textualFields = $index->getFields();
+
+            // if the index details are empty, skip
+            if ($fullPayload[$indexKey] === []) {
                 continue;
             }
 
-            $textPayload[$key] = [];
-            $specs = $specsHelper->getFieldSpecs($key);
+            $textPayload[$indexKey] = [];
+            $specs = $specsHelper->getFieldSpecs($indexKey);
 
             foreach (\array_keys($specs) as $field) {
-                // skip link field
-                if ($field === 'Link') {
+                // skip non textual fields
+                if (!\in_array($field, $textualFields, true)) {
                     continue;
                 }
+
+
                 $type = $specs[$field];
                 if (!\in_array($type, ['Varchar', 'HTMLText'], true)) {
                     continue;
                 }
 
-                $textPayload[$key][$field] = (string) $fullPayload[$key][$field];
+                $fieldValue = (string) $fullPayload[$indexKey][$field];
+                $barchars = ['!', ',', '.', '-'];
+                $fieldValue = \strip_tags($fieldValue);
+
+                foreach ($barchars as $badChar) {
+                    $fieldValue = \str_replace($badChar, '', $fieldValue);
+                }
+
+                $fieldValue = \str_replace('/', ' ', $fieldValue);
+                $textPayload[$indexKey][$field] = $fieldValue;
             }
         }
 
diff --git a/src/Page/SearchPageController.php b/src/Page/SearchPageController.php
index 893e27b..5b2cd0b 100644
--- a/src/Page/SearchPageController.php
+++ b/src/Page/SearchPageController.php
@@ -23,9 +23,40 @@
 class SearchPageController extends \PageController
 {
     /** @var array<string> */
-    private static $allowed_actions = ['index'];
+    private static $allowed_actions = ['index', 'similar'];
 
 
+    public function similar(): \SilverStripe\View\ViewableData_Customised
+    {
+         /** @var \Suilven\FreeTextSearch\Page\SearchPage $model */
+        $model = SearchPage::get_by_id(SearchPage::class, $this->ID);
+
+        $indexes = new Indexes();
+        $index = $indexes->getIndex($model->IndexToSearch);
+
+        /** @var string $clazz */
+        $clazz = $index->getClass();
+
+        $dataObjectID = $this->getRequest()->param('ID');
+        $dataObjectID = \intval($dataObjectID);
+
+
+        $objectInContext = DataObject::get_by_id($clazz, $dataObjectID);
+
+        $factory = new SearcherFactory();
+        $searcher = $factory->getSearcher();
+        $searcher->setIndexName($index->getName());
+        $this->paginateSearcher($searcher);
+
+        $results = $searcher->searchForSimilar($objectInContext);
+
+        // tweak results set for rendering purposes, we do not want all the OR constructs
+        $results->setQuery('');
+        $results->setSimilarTo($objectInContext);
+
+        return $this->renderSearchResults($model, $results);
+    }
+
 
     public function index(): \SilverStripe\View\ViewableData_Customised
     {
@@ -128,6 +159,39 @@ public function index(): \SilverStripe\View\ViewableData_Customised
         // $results['ShowAllIfEmptyQuery'] = $model->ShowAllIfEmptyQuery;
         // $results['CleanedLink'] = $this->Link();
 
+        return $this->renderSearchResults($model, $results);
+    }
+
+
+    /** @param array<string,int|string|float|bool> $selected */
+    public function performSearchIncludingFacets(array $selected, SearchPage $searchPage, ?string $q): SearchResults
+    {
+        $factory = new SearcherFactory();
+
+        /** @var \Suilven\FreeTextSearch\Interfaces\Searcher $searcher */
+        $searcher = $factory->getSearcher();
+        $searcher->setFilters($selected);
+        $searcher->setIndexName($searchPage->IndexToSearch);
+
+        \error_log('SEARCH PAGE PAGE SIZE: ' . $searchPage->PageSize);
+
+        $facets = $searchPage->getFacetFields();
+        $hasManyFields = $searchPage->getHasManyFields();
+
+        $searcher->setFacettedTokens($facets);
+        $searcher->setHasManyTokens($hasManyFields);
+
+        $this->paginateSearcher($searcher);
+
+        return $searcher->search($q);
+    }
+
+
+    /** @throws \Exception */
+    private function renderSearchResults(
+        SearchPage $model,
+        SearchResults $results
+    ): \SilverStripe\View\ViewableData_Customised {
         $indexes = new Indexes();
         $index = $indexes->getIndex($model->IndexToSearch);
 
@@ -139,7 +203,9 @@ public function index(): \SilverStripe\View\ViewableData_Customised
         $last = \array_pop($splits);
         $templateName = \implode('/', $splits) . '/Includes/' . $last;
 
+
         $records = $results->getRecords();
+
         $newRecords = new ArrayList();
         foreach ($records as $record) {
             $highsList = new ArrayList();
@@ -176,10 +242,13 @@ public function index(): \SilverStripe\View\ViewableData_Customised
 
             $html = $this->renderWith(
                 [
-                $templateName,
-                'Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree',
+                    $templateName,
+                    'Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree',
                 ],
-                ['Record' => $record]
+                [
+                    'Record' => $record,
+                    'SimilarLink' => $this->Link('similar') . '/' . $record->ID,
+                ]
             );
             $record->HTML = $html;
             $newRecords->push($record);
@@ -201,28 +270,13 @@ public function index(): \SilverStripe\View\ViewableData_Customised
             'Suggestions' => new ArrayList($results->getSuggestions()),
             'Time' => $results->getTime(),
             'Pagination' => $paginatedList,
+            'SimilarTo' => $results->getSimilarTo(),
         ]));
     }
 
 
-    /** @param array<string,int|string|float|bool> $selected */
-    public function performSearchIncludingFacets(array $selected, SearchPage $searchPage, ?string $q): SearchResults
+    private function paginateSearcher(\Suilven\FreeTextSearch\Interfaces\Searcher &$searcher): void
     {
-        $factory = new SearcherFactory();
-
-        /** @var \Suilven\FreeTextSearch\Interfaces\Searcher $searcher */
-        $searcher = $factory->getSearcher();
-        $searcher->setFilters($selected);
-        $searcher->setIndexName($searchPage->IndexToSearch);
-
-        \error_log('SEARCH PAGE PAGE SIZE: ' . $searchPage->PageSize);
-
-        $facets = $searchPage->getFacetFields();
-        $hasManyFields = $searchPage->getHasManyFields();
-
-        $searcher->setFacettedTokens($facets);
-        $searcher->setHasManyTokens($hasManyFields);
-
         $searcher->setPageSize($this->PageSize);
         $start = $this->getRequest()->getVar('start');
 
@@ -233,9 +287,6 @@ public function performSearchIncludingFacets(array $selected, SearchPage $search
             : 1;
 
         $page = \intval($page);
-        \error_log('PAGE: ' . $page);
         $searcher->setPage($page);
-
-        return $searcher->search($q);
     }
 }
diff --git a/templates/Suilven/FreeTextSearch/Page/Layout/SearchPage.ss b/templates/Suilven/FreeTextSearch/Page/Layout/SearchPage.ss
index 3934514..710b011 100644
--- a/templates/Suilven/FreeTextSearch/Page/Layout/SearchPage.ss
+++ b/templates/Suilven/FreeTextSearch/Page/Layout/SearchPage.ss
@@ -5,11 +5,15 @@
         <% include SideBar %>
     <% end_if %>
     <h1>$Title</h1>
-    <form id="searchForm" action="$URL">
+    <form id="searchForm" action="$Link">
                 <input name="q" type="text"  placeholder="Search..." value="$Query">
                 <button type="submit">Search</button>
     </form>
 
+    <% if $SimilarTo %>
+    Similar to <a href="$SimilarTo.Link">$SimilarTo.Title</a>
+    <% end_if %>
+
     <% if $NumberOfResults > 0 %>
         <div class="searchResultsInfo">$NumberOfResults results found in $Time seconds</div>
 
diff --git a/templates/Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree.ss b/templates/Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree.ss
index 4a0ba1f..8ae2926 100644
--- a/templates/Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree.ss
+++ b/templates/Suilven/FreeTextSearch/SilverStripe/CMS/Model/Includes/SiteTree.ss
@@ -4,4 +4,5 @@
     <% loop $Record.Highlights %>
      $Snippet.RAW
     <% end_loop %>
+    <p class="links"><a href="$SimilarLink">Similar</a></p>
 </div>
diff --git a/tests/Helper/SearchHelperTest.php b/tests/Helper/SearchHelperTest.php
index 1143f08..a0bb41f 100644
--- a/tests/Helper/SearchHelperTest.php
+++ b/tests/Helper/SearchHelperTest.php
@@ -19,7 +19,7 @@ public function testTextPayload(): void
         $payload = $helper->getTextFieldPayload($page);
         $this->assertEquals(['sitetree' => [
             'Title' => 'The Break In San Marino Is Bright',
-             'Content' => 'The wind in Kenya is waste.',
+             'Content' => 'The wind in Kenya is waste',
              'MenuTitle' => 'The Break In San Marino Is Bright',
         ]], $payload);
     }