Texas Public Policy Foundation

How using a question in a subject line impacted open rate for an email appeal

Experiment ID: #65614

Texas Public Policy Foundation

Experiment Summary

Ended On:

TPPF was re-sending a matching gift appeal from a new sender and wanted to test whether using a question in the subject line would increase open rate on the email. The original appeal with the matching gift details had been sent from the organization’s executive director two weeks prior, so we decided to send a follow-up message from the development team calling attention to the previous email. The control subject line “Deadline today” contained a sense of urgency and mystery while the treatment “Did you see Kevin’s email?” utilized asking a direct, relevant question and also came across using a more humanized and personal approach.

Research Question

Will using a conversational question in a subject line impact the open rate of an email?

Design

C: Deadline today
Array ( [0] => Array ( [ID] => 17548 [id] => 17548 [title] => Deadline_today-596.jpg [filename] => Deadline_today-596.jpg [filesize] => 0 [url] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [link] => https://www.nextafter.com/experiments/how-using-a-question-in-a-subject-line-impacted-open-rate-for-an-email-appeal/attachment/deadline_today-596-jpg/ [alt] => [author] => 22 [description] => [caption] => [name] => deadline_today-596-jpg [status] => inherit [uploaded_to] => 17547 [date] => 2021-02-25 13:11:38 [modified] => 2021-02-25 13:11:38 [menu_order] => 0 [mime_type] => image/jpeg [type] => image [subtype] => jpeg [icon] => https://nextafter-1a91a.kxcdn.com/wp-includes/images/media/default.png [width] => 332 [height] => 240 [sizes] => Array ( [thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-150x150.jpg [thumbnail-width] => 150 [thumbnail-height] => 150 [medium] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-300x217.jpg [medium-width] => 300 [medium-height] => 217 [medium_large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [medium_large-width] => 332 [medium_large-height] => 240 [large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [large-width] => 332 [large-height] => 240 [1536x1536] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [1536x1536-width] => 332 [1536x1536-height] => 240 [2048x2048] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [2048x2048-width] => 332 [2048x2048-height] => 240 [ab-block-post-grid-landscape] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [ab-block-post-grid-landscape-width] => 332 [ab-block-post-grid-landscape-height] => 240 [ab-block-post-grid-square] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [ab-block-post-grid-square-width] => 332 [ab-block-post-grid-square-height] => 240 [tp-image-grid] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [tp-image-grid-width] => 332 [tp-image-grid-height] => 240 [post-thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-150x150.jpg [post-thumbnail-width] => 150 [post-thumbnail-height] => 150 [admin] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-50x36.jpg [admin-width] => 50 [admin-height] => 36 [full] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [full-width] => 332 [full-height] => 240 [thumb_372] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372-width] => 332 [thumb_372-height] => 240 [single_post_thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [single_post_thumbnail-width] => 332 [single_post_thumbnail-height] => 240 [thumb_32_32] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-32x23.jpg [thumb_32_32-width] => 32 [thumb_32_32-height] => 23 [thumb_48_48] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-48x35.jpg [thumb_48_48-width] => 48 [thumb_48_48-height] => 35 [thumb_64_64] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-64x46.jpg [thumb_64_64-width] => 64 [thumb_64_64-height] => 46 [thumb_128_128] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-128x93.jpg [thumb_128_128-width] => 128 [thumb_128_128-height] => 93 [thumb_122_67] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-93x67.jpg [thumb_122_67-width] => 93 [thumb_122_67-height] => 67 [thumb_153_153] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-153x111.jpg [thumb_153_153-width] => 153 [thumb_153_153-height] => 111 [thumb_130_163] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-130x94.jpg [thumb_130_163-width] => 130 [thumb_130_163-height] => 94 [thumb_232_177] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-232x168.jpg [thumb_232_177-width] => 232 [thumb_232_177-height] => 168 [thumb_272_325] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_272_325-width] => 332 [thumb_272_325-height] => 240 [thumb_271_346] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-271x196.jpg [thumb_271_346-width] => 271 [thumb_271_346-height] => 196 [thumb_271_271] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-271x196.jpg [thumb_271_271-width] => 271 [thumb_271_271-height] => 196 [thumb_272_172] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-238x172.jpg [thumb_272_172-width] => 238 [thumb_272_172-height] => 172 [thumb_372_461] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372_461-width] => 332 [thumb_372_461-height] => 240 [thumb_372_500] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372_500-width] => 332 [thumb_372_500-height] => 240 [thumb_385_270] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_385_270-width] => 332 [thumb_385_270-height] => 240 [thumb_416_241] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_416_241-width] => 332 [thumb_416_241-height] => 240 [thumb_448_410] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_448_410-width] => 332 [thumb_448_410-height] => 240 [thumb_448_410_retina] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_448_410_retina-width] => 332 [thumb_448_410_retina-height] => 240 [thumb_574_382] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_574_382-width] => 332 [thumb_574_382-height] => 240 [thumb_776_395] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_776_395-width] => 332 [thumb_776_395-height] => 240 ) ) [1] => Array ( [ID] => 17549 [id] => 17549 [title] => Did_you_see_Kevins_email-595.jpg [filename] => Did_you_see_Kevins_email-595.jpg [filesize] => 0 [url] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [link] => https://www.nextafter.com/experiments/how-using-a-question-in-a-subject-line-impacted-open-rate-for-an-email-appeal/attachment/did_you_see_kevins_email-595-jpg/ [alt] => [author] => 22 [description] => [caption] => [name] => did_you_see_kevins_email-595-jpg [status] => inherit [uploaded_to] => 17547 [date] => 2021-02-25 13:11:40 [modified] => 2021-02-25 13:11:40 [menu_order] => 0 [mime_type] => image/jpeg [type] => image [subtype] => jpeg [icon] => https://nextafter-1a91a.kxcdn.com/wp-includes/images/media/default.png [width] => 332 [height] => 240 [sizes] => Array ( [thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-150x150.jpg [thumbnail-width] => 150 [thumbnail-height] => 150 [medium] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-300x217.jpg [medium-width] => 300 [medium-height] => 217 [medium_large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [medium_large-width] => 332 [medium_large-height] => 240 [large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [large-width] => 332 [large-height] => 240 [1536x1536] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [1536x1536-width] => 332 [1536x1536-height] => 240 [2048x2048] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [2048x2048-width] => 332 [2048x2048-height] => 240 [ab-block-post-grid-landscape] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [ab-block-post-grid-landscape-width] => 332 [ab-block-post-grid-landscape-height] => 240 [ab-block-post-grid-square] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [ab-block-post-grid-square-width] => 332 [ab-block-post-grid-square-height] => 240 [tp-image-grid] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [tp-image-grid-width] => 332 [tp-image-grid-height] => 240 [post-thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-150x150.jpg [post-thumbnail-width] => 150 [post-thumbnail-height] => 150 [admin] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-50x36.jpg [admin-width] => 50 [admin-height] => 36 [full] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [full-width] => 332 [full-height] => 240 [thumb_372] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372-width] => 332 [thumb_372-height] => 240 [single_post_thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [single_post_thumbnail-width] => 332 [single_post_thumbnail-height] => 240 [thumb_32_32] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-32x23.jpg [thumb_32_32-width] => 32 [thumb_32_32-height] => 23 [thumb_48_48] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-48x35.jpg [thumb_48_48-width] => 48 [thumb_48_48-height] => 35 [thumb_64_64] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-64x46.jpg [thumb_64_64-width] => 64 [thumb_64_64-height] => 46 [thumb_128_128] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-128x93.jpg [thumb_128_128-width] => 128 [thumb_128_128-height] => 93 [thumb_122_67] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-93x67.jpg [thumb_122_67-width] => 93 [thumb_122_67-height] => 67 [thumb_153_153] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-153x111.jpg [thumb_153_153-width] => 153 [thumb_153_153-height] => 111 [thumb_130_163] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-130x94.jpg [thumb_130_163-width] => 130 [thumb_130_163-height] => 94 [thumb_232_177] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-232x168.jpg [thumb_232_177-width] => 232 [thumb_232_177-height] => 168 [thumb_272_325] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_272_325-width] => 332 [thumb_272_325-height] => 240 [thumb_271_346] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-271x196.jpg [thumb_271_346-width] => 271 [thumb_271_346-height] => 196 [thumb_271_271] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-271x196.jpg [thumb_271_271-width] => 271 [thumb_271_271-height] => 196 [thumb_272_172] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-238x172.jpg [thumb_272_172-width] => 238 [thumb_272_172-height] => 172 [thumb_372_461] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372_461-width] => 332 [thumb_372_461-height] => 240 [thumb_372_500] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372_500-width] => 332 [thumb_372_500-height] => 240 [thumb_385_270] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_385_270-width] => 332 [thumb_385_270-height] => 240 [thumb_416_241] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_416_241-width] => 332 [thumb_416_241-height] => 240 [thumb_448_410] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_448_410-width] => 332 [thumb_448_410-height] => 240 [thumb_448_410_retina] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_448_410_retina-width] => 332 [thumb_448_410_retina-height] => 240 [thumb_574_382] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_574_382-width] => 332 [thumb_574_382-height] => 240 [thumb_776_395] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_776_395-width] => 332 [thumb_776_395-height] => 240 ) ) )
T1: Did you see Kevin's email?
Array ( [0] => Array ( [ID] => 17548 [id] => 17548 [title] => Deadline_today-596.jpg [filename] => Deadline_today-596.jpg [filesize] => 0 [url] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [link] => https://www.nextafter.com/experiments/how-using-a-question-in-a-subject-line-impacted-open-rate-for-an-email-appeal/attachment/deadline_today-596-jpg/ [alt] => [author] => 22 [description] => [caption] => [name] => deadline_today-596-jpg [status] => inherit [uploaded_to] => 17547 [date] => 2021-02-25 13:11:38 [modified] => 2021-02-25 13:11:38 [menu_order] => 0 [mime_type] => image/jpeg [type] => image [subtype] => jpeg [icon] => https://nextafter-1a91a.kxcdn.com/wp-includes/images/media/default.png [width] => 332 [height] => 240 [sizes] => Array ( [thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-150x150.jpg [thumbnail-width] => 150 [thumbnail-height] => 150 [medium] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-300x217.jpg [medium-width] => 300 [medium-height] => 217 [medium_large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [medium_large-width] => 332 [medium_large-height] => 240 [large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [large-width] => 332 [large-height] => 240 [1536x1536] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [1536x1536-width] => 332 [1536x1536-height] => 240 [2048x2048] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [2048x2048-width] => 332 [2048x2048-height] => 240 [ab-block-post-grid-landscape] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [ab-block-post-grid-landscape-width] => 332 [ab-block-post-grid-landscape-height] => 240 [ab-block-post-grid-square] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [ab-block-post-grid-square-width] => 332 [ab-block-post-grid-square-height] => 240 [tp-image-grid] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [tp-image-grid-width] => 332 [tp-image-grid-height] => 240 [post-thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-150x150.jpg [post-thumbnail-width] => 150 [post-thumbnail-height] => 150 [admin] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-50x36.jpg [admin-width] => 50 [admin-height] => 36 [full] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [full-width] => 332 [full-height] => 240 [thumb_372] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372-width] => 332 [thumb_372-height] => 240 [single_post_thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [single_post_thumbnail-width] => 332 [single_post_thumbnail-height] => 240 [thumb_32_32] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-32x23.jpg [thumb_32_32-width] => 32 [thumb_32_32-height] => 23 [thumb_48_48] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-48x35.jpg [thumb_48_48-width] => 48 [thumb_48_48-height] => 35 [thumb_64_64] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-64x46.jpg [thumb_64_64-width] => 64 [thumb_64_64-height] => 46 [thumb_128_128] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-128x93.jpg [thumb_128_128-width] => 128 [thumb_128_128-height] => 93 [thumb_122_67] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-93x67.jpg [thumb_122_67-width] => 93 [thumb_122_67-height] => 67 [thumb_153_153] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-153x111.jpg [thumb_153_153-width] => 153 [thumb_153_153-height] => 111 [thumb_130_163] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-130x94.jpg [thumb_130_163-width] => 130 [thumb_130_163-height] => 94 [thumb_232_177] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-232x168.jpg [thumb_232_177-width] => 232 [thumb_232_177-height] => 168 [thumb_272_325] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_272_325-width] => 332 [thumb_272_325-height] => 240 [thumb_271_346] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-271x196.jpg [thumb_271_346-width] => 271 [thumb_271_346-height] => 196 [thumb_271_271] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-271x196.jpg [thumb_271_271-width] => 271 [thumb_271_271-height] => 196 [thumb_272_172] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596-238x172.jpg [thumb_272_172-width] => 238 [thumb_272_172-height] => 172 [thumb_372_461] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372_461-width] => 332 [thumb_372_461-height] => 240 [thumb_372_500] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_372_500-width] => 332 [thumb_372_500-height] => 240 [thumb_385_270] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_385_270-width] => 332 [thumb_385_270-height] => 240 [thumb_416_241] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_416_241-width] => 332 [thumb_416_241-height] => 240 [thumb_448_410] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_448_410-width] => 332 [thumb_448_410-height] => 240 [thumb_448_410_retina] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_448_410_retina-width] => 332 [thumb_448_410_retina-height] => 240 [thumb_574_382] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_574_382-width] => 332 [thumb_574_382-height] => 240 [thumb_776_395] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Deadline_today-596.jpg [thumb_776_395-width] => 332 [thumb_776_395-height] => 240 ) ) [1] => Array ( [ID] => 17549 [id] => 17549 [title] => Did_you_see_Kevins_email-595.jpg [filename] => Did_you_see_Kevins_email-595.jpg [filesize] => 0 [url] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [link] => https://www.nextafter.com/experiments/how-using-a-question-in-a-subject-line-impacted-open-rate-for-an-email-appeal/attachment/did_you_see_kevins_email-595-jpg/ [alt] => [author] => 22 [description] => [caption] => [name] => did_you_see_kevins_email-595-jpg [status] => inherit [uploaded_to] => 17547 [date] => 2021-02-25 13:11:40 [modified] => 2021-02-25 13:11:40 [menu_order] => 0 [mime_type] => image/jpeg [type] => image [subtype] => jpeg [icon] => https://nextafter-1a91a.kxcdn.com/wp-includes/images/media/default.png [width] => 332 [height] => 240 [sizes] => Array ( [thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-150x150.jpg [thumbnail-width] => 150 [thumbnail-height] => 150 [medium] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-300x217.jpg [medium-width] => 300 [medium-height] => 217 [medium_large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [medium_large-width] => 332 [medium_large-height] => 240 [large] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [large-width] => 332 [large-height] => 240 [1536x1536] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [1536x1536-width] => 332 [1536x1536-height] => 240 [2048x2048] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [2048x2048-width] => 332 [2048x2048-height] => 240 [ab-block-post-grid-landscape] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [ab-block-post-grid-landscape-width] => 332 [ab-block-post-grid-landscape-height] => 240 [ab-block-post-grid-square] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [ab-block-post-grid-square-width] => 332 [ab-block-post-grid-square-height] => 240 [tp-image-grid] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [tp-image-grid-width] => 332 [tp-image-grid-height] => 240 [post-thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-150x150.jpg [post-thumbnail-width] => 150 [post-thumbnail-height] => 150 [admin] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-50x36.jpg [admin-width] => 50 [admin-height] => 36 [full] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [full-width] => 332 [full-height] => 240 [thumb_372] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372-width] => 332 [thumb_372-height] => 240 [single_post_thumbnail] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [single_post_thumbnail-width] => 332 [single_post_thumbnail-height] => 240 [thumb_32_32] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-32x23.jpg [thumb_32_32-width] => 32 [thumb_32_32-height] => 23 [thumb_48_48] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-48x35.jpg [thumb_48_48-width] => 48 [thumb_48_48-height] => 35 [thumb_64_64] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-64x46.jpg [thumb_64_64-width] => 64 [thumb_64_64-height] => 46 [thumb_128_128] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-128x93.jpg [thumb_128_128-width] => 128 [thumb_128_128-height] => 93 [thumb_122_67] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-93x67.jpg [thumb_122_67-width] => 93 [thumb_122_67-height] => 67 [thumb_153_153] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-153x111.jpg [thumb_153_153-width] => 153 [thumb_153_153-height] => 111 [thumb_130_163] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-130x94.jpg [thumb_130_163-width] => 130 [thumb_130_163-height] => 94 [thumb_232_177] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-232x168.jpg [thumb_232_177-width] => 232 [thumb_232_177-height] => 168 [thumb_272_325] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_272_325-width] => 332 [thumb_272_325-height] => 240 [thumb_271_346] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-271x196.jpg [thumb_271_346-width] => 271 [thumb_271_346-height] => 196 [thumb_271_271] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-271x196.jpg [thumb_271_271-width] => 271 [thumb_271_271-height] => 196 [thumb_272_172] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595-238x172.jpg [thumb_272_172-width] => 238 [thumb_272_172-height] => 172 [thumb_372_461] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372_461-width] => 332 [thumb_372_461-height] => 240 [thumb_372_500] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_372_500-width] => 332 [thumb_372_500-height] => 240 [thumb_385_270] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_385_270-width] => 332 [thumb_385_270-height] => 240 [thumb_416_241] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_416_241-width] => 332 [thumb_416_241-height] => 240 [thumb_448_410] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_448_410-width] => 332 [thumb_448_410-height] => 240 [thumb_448_410_retina] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_448_410_retina-width] => 332 [thumb_448_410_retina-height] => 240 [thumb_574_382] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_574_382-width] => 332 [thumb_574_382-height] => 240 [thumb_776_395] => https://nextafter-1a91a.kxcdn.com/wp-content/uploads/Did_you_see_Kevins_email-595.jpg [thumb_776_395-width] => 332 [thumb_776_395-height] => 240 ) ) )

Results

 Treatment NameOpen RateRelative DifferenceConfidence
C: Deadline today 24.2%
T1: Did you see Kevin's email? 26.7%10.3% 97.9%

This experiment has a required sample size of 2,337 in order to be valid. Since the experiment had a total sample size of 6,476, and the level of confidence is above 95% the experiment results are valid.

Flux Metrics Affected

The Flux Metrics analyze the three primary metrics that affect revenue (traffic, conversion rate, and average gift). This experiment produced the following results:

    10.3% increase in traffic
× 0% increase in conversion rate
× 0% increase in average gift

Key Learnings

The subject line with the question had an increase in open rate leading to a 10% lift in traffic when compared to the control. The treatment also saw an increase from 1.41% to 1.5% in the overall clickthrough rate. While we know this approach cannot be used for each email the organization sends, since the experiment results are valid, we can use these findings to strategically highlight especially significant emails to the housefile in the future to gain attention in the inbox and increase open and clickthrough rates.


Experiment Documented by Rebekah Josefy
Rebekah Josefy is an Optimization Director at NextAfter.

Question about experiment #65614

If you have any questions about this experiment or would like additional details not discussed above, please feel free to contact them directly.