diff --git a/DESCRIPTION b/DESCRIPTION
index 7a71f99..3556552 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -20,7 +20,7 @@ Imports:
   xml2, 
   hunspell (>= 3.0),
   knitr
-Suggests: pdftools 
+Suggests: pdftools, cli
 Roxygen: list(markdown = TRUE)
 RoxygenNote: 7.3.1
 Language: en-GB
diff --git a/NEWS b/NEWS
index fb3bc17..eeccc3c 100644
--- a/NEWS
+++ b/NEWS
@@ -1,4 +1,5 @@
 dev
+  - If cli is installed and your terminal supports it, hyperlinks are now displayed in interactive sessions. (@olivroy, #74)
 
   - Support for spellchecking on Quarto files (@olivroy, #77)
 
diff --git a/R/spell-check.R b/R/spell-check.R
index efed040..cd196e3 100644
--- a/R/spell-check.R
+++ b/R/spell-check.R
@@ -109,7 +109,7 @@ as_package <- function(pkg){
   structure(pkg, class = 'package')
 }
 
-# Find all occurences for each word
+# Find all occurrences for each word
 summarize_words <- function(file_names, found_line){
   words_by_file <- lapply(found_line, names)
   bad_words <- sort(unique(unlist(words_by_file)))
@@ -120,7 +120,49 @@ summarize_words <- function(file_names, found_line){
   out$found <- lapply(bad_words, function(word) {
     index <- which(vapply(words_by_file, `%in%`, x = word, logical(1)))
     reports <- vapply(index, function(i){
-      paste0(basename(file_names[i]), ":", found_line[[i]][word])
+      if (interactive() && requireNamespace("cli", quietly = TRUE) && cli::ansi_has_hyperlink_support()) {
+        # Support cli links to lines when available.
+        line_chr <- found_line[[i]][word]
+        word_on_many_lines <- grepl(",", line_chr)
+
+        if (word_on_many_lines) {
+          first_line <- regmatches(line_chr, m = regexpr("\\d+", line_chr))
+          first_line <- as.integer(first_line)
+        } else {
+          first_line <- as.integer(found_line[[i]][word])
+        }
+
+        link <- cli::style_hyperlink(
+          paste0(basename(file_names[i]), ":", first_line),
+          paste0("file://", file_names[i]),
+          params = c(line = first_line, col = 1) # line must be integer / numeric
+        )
+
+        # The first part of the hyperlink will always be
+        # <file name hyperlink:##1>
+        res <- cli::format_inline(link)
+
+        if (word_on_many_lines) {
+          all_lines <- unlist(strsplit(line_chr, split = ","))
+          for (j in 2:length(all_lines)) {
+            other_link <- cli::style_hyperlink(
+              paste0(all_lines[j]),
+              paste0("file://", file_names[i]),
+              params = c(line = as.integer(all_lines[j]), col = 1)
+            )
+            line_num_link <- cli::format_inline(other_link)
+            # if many occurrences of the same word in the same file
+            # create a <file name hyperlink:##1,##2, etc.
+            res <- paste(res, line_num_link, sep = ",")
+          }
+        }
+
+      } else {
+        # original behavior if no hyperlink support, or non-interactive.
+        res <- paste0(basename(file_names[i]), ":", found_line[[i]][word])
+      }
+
+      res
     }, character(1))
   })
   structure(out, class = c("summary_spellcheck", "data.frame"))