diff --git a/DESCRIPTION b/DESCRIPTION
index 065944e..7935d4e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -20,7 +20,9 @@ Imports:
   xml2, 
   hunspell (>= 3.0),
   knitr
-Suggests: pdftools 
+Suggests: 
+    cli,
+    pdftools
 Roxygen: list(markdown = TRUE)
 RoxygenNote: 7.3.1
 Language: en-GB
diff --git a/NEWS b/NEWS
index 7f769c7..060f133 100644
--- a/NEWS
+++ b/NEWS
@@ -1,3 +1,7 @@
+dev
+  - spell_check_*() now display cli hyperlinks in console if your console
+    supports it (@olivroy, #74)
+
 2.3.2
   - Fix diff NOTE with spelling::spell_check_test() on R-devel
 
diff --git a/R/spell-check.R b/R/spell-check.R
index 58d715f..39b273a 100644
--- a/R/spell-check.R
+++ b/R/spell-check.R
@@ -123,6 +123,20 @@ summarize_words <- function(file_names, found_line){
       paste0(basename(file_names[i]), ":", found_line[[i]][word])
     }, character(1))
   })
+  # Gather full file names
+  out$file_names <- lapply(bad_words, function(word) {
+    index <- which(vapply(words_by_file, `%in%`, x = word, logical(1)))
+    reports <- vapply(index, function(i){
+      paste0("file://", file_names[i])
+    }, character(1))
+  })
+  # gather line numbers for each match for each file.
+  out$line_numbers <- lapply(bad_words, function(word) {
+    index <- which(vapply(words_by_file, `%in%`, x = word, logical(1)))
+    reports <- lapply(index, function(i){
+      as.integer(unlist(strsplit(found_line[[i]][word], split = ",", fixed = TRUE)))
+    })
+  })
   structure(out, class = c("summary_spellcheck", "data.frame"))
 }
 
@@ -136,6 +150,18 @@ print.summary_spellcheck <- function(x, ...){
   fmt <- paste0("%-", max(nchar(words), 0) + 3, "s")
   pretty_names <- sprintf(fmt, words)
   cat(sprintf(fmt, "  WORD"), "  FOUND IN\n", sep = "")
+
+  display_hyperlinks <-
+    requireNamespace("cli", quietly = TRUE) &&
+    cli::ansi_has_hyperlink_support()
+
+  if (display_hyperlinks) {
+    # Diplay cli hyperlinks if console supports it.
+    # Show in RStudio interactively .
+    # https://github.com/ropensci/spelling/issues/74
+    display_hyperlinks(x, pretty_names, words, fmt)
+    return(invisible(x))
+  }
   for(i in seq_len(nrow(x))){
     cat(pretty_names[i])
     cat(paste(x$found[[i]], collapse = paste0("\n", sprintf(fmt, ""))))
@@ -144,6 +170,42 @@ print.summary_spellcheck <- function(x, ...){
   invisible(x)
 }
 
+display_hyperlinks <- function(x, pretty_names, words, fmt) {
+  for(i in seq_len(nrow(x))){
+    # print word
+    cat(pretty_names[i])
+    for (j in seq_along(x$file_names[[i]])) {
+      # each file name
+      # print separator only for subsequent files
+      if (j != 1)  cat(paste0("\n", sprintf(fmt, "")))
+      found_str <- x$found[[i]][[j]]
+      first_match <- regmatches(found_str, m = regexpr(".+\\:\\d+", found_str))
+      lnk <- cli::style_hyperlink(
+        text = first_match,
+        url = x$file_names[[i]][[j]],
+        params = list(line = x$line_numbers[[i]][[j]][1L], col = 1)
+      )
+      cat(lnk) #file_name:<line>
+      n_matches <- length(x$line_numbers[[i]][[j]])
+      if (n_matches > 1) {
+        for (k in 2:n_matches) {
+          if (k == 2) cat(",")
+          # link for each line of each file.
+          lnk_line <- cli::style_hyperlink(
+            text = x$line_numbers[[i]][[j]][k],
+            url = x$file_names[[i]][[j]],
+            params = list(line = x$line_numbers[[i]][[j]][k], col = 1)
+          )
+          cat(lnk_line) # <line>
+          if (k != n_matches) cat(",")
+        }
+      }
+    }
+    cat("\n")
+  }
+
+}
+
 #' @export
 #' @aliases spell_check_test
 #' @rdname spell_check_package