diff --git a/layouts/partials/templates/opengraph.html b/layouts/partials/templates/opengraph.html
index 9e8df143..127819b5 100644
--- a/layouts/partials/templates/opengraph.html
+++ b/layouts/partials/templates/opengraph.html
@@ -3,11 +3,16 @@
 <meta property="og:type" content="{{ if .IsPage }}article{{ else }}website{{ end }}" />
 <meta property="og:url" content="{{ .Permalink }}" />
 {{- if .Params.cover.image -}}
+{{- $cover := (.Resources.ByType "image").GetMatch (printf "*%s*" (.Params.cover.image)) }}
+{{- if $cover -}}{{/* i.e it is present in page bundle */}}
+<meta property="og:image" content="{{ $cover.Permalink }}" />
+{{- else }}{{/* For absolute urls and external links */}}
 {{- if (ne .Params.cover.relative true) }}
 <meta property="og:image" content="{{ .Params.cover.image | absURL }}" />
 {{- else}}
 <meta property="og:image" content="{{ (path.Join .RelPermalink .Params.cover.image ) | absURL }}" />
 {{- end}}
+{{- end}}
 {{- else }}
 
 {{- with $.Params.images -}}
diff --git a/layouts/partials/templates/schema_json.html b/layouts/partials/templates/schema_json.html
index 435cba51..2abffa74 100644
--- a/layouts/partials/templates/schema_json.html
+++ b/layouts/partials/templates/schema_json.html
@@ -74,6 +74,10 @@
   "wordCount" : "{{ .WordCount }}",
   "inLanguage": {{ .Language.Lang | default "en-us" }},
   {{ if .Params.cover.image -}}
+  {{- $cover := (.Resources.ByType "image").GetMatch (printf "*%s*" (.Params.cover.image)) }}
+  {{- if $cover -}}{{/* i.e it is present in page bundle */}}
+  "image": "{{ $cover.Permalink }}",
+  {{- else }}{{/* For absolute urls and external links */}}
   "image":
     {{- if (ne .Params.cover.relative true) -}}
     {{ .Params.cover.image | absURL }},
@@ -81,6 +85,7 @@
     {{ (path.Join .RelPermalink .Params.cover.image ) | absURL }},
     {{- end}}
   {{- end -}}
+  {{- end -}}
   "datePublished": {{ .PublishDate }},
   "dateModified": {{ .Lastmod }},
   {{- with (.Params.author | default site.Params.author) }}
diff --git a/layouts/partials/templates/twitter_cards.html b/layouts/partials/templates/twitter_cards.html
index bd46e376..61fcdc4c 100644
--- a/layouts/partials/templates/twitter_cards.html
+++ b/layouts/partials/templates/twitter_cards.html
@@ -1,10 +1,16 @@
 {{- if .Params.cover.image -}}
+{{- $cover := (.Resources.ByType "image").GetMatch (printf "*%s*" (.Params.cover.image)) }}
+{{- if $cover -}}{{/* i.e it is present in page bundle */}}
+<meta name="twitter:card" content="summary_large_image"/>
+<meta name="twitter:image" content="{{ $cover.Permalink }}"/>
+{{- else }}{{/* For absolute urls and external links */}}
 <meta name="twitter:card" content="summary_large_image" />
 {{- if (ne $.Params.cover.relative true) }}
 <meta name="twitter:image" content="{{ .Params.cover.image | absURL }}" />
 {{- else }}
 <meta name="twitter:image" content="{{ (path.Join .RelPermalink .Params.cover.image ) | absURL }}" />
 {{- end}}
+{{- end -}}
 {{- else }}
 {{- with $.Params.images -}}
 <meta name="twitter:card" content="summary_large_image"/>