AI Creative Insights Limitations

Updated 

The AI Creative Insights feature offers valuable analytics for ad creatives, but there are some important limitations to consider. This article presents a comprehensive overview of these limitations, along with insights into the behaviors and nuances of the data engine.

  • Insights will now be available for the past 180 days (6 months), and this enrichment is dynamic, automatically incorporating new ads for analysis.

  • Brand and Logo insights will be available after brand names and logo variations are provided to the Sprinklr Support team

  • Logos and brand names in Placement Asset Customization, Location Asset Customization & Language Asset Customization and Dynamic Product Ads cannot be detected.

  • High-quality assets cannot be detected (greater than 16 MB).

  • Video Assets of length greater than 2 minutes cannot be detected.

  • The enrichment happens at the Ad Variant level and not the Asset level. So in this case it can happen that one of your ads contains the same media as the static image & elsewhere containing that asset in PAC, LAC, and LoAC ads. The former case could show the Brand or Logo name and in the latter one, we can have no detection.

  • For all the media files that are attached to an Ad Variant, they have a unique asset link which is utilised by the model for ingesting the image. If that link is expired or isn't reaching the channel, the entity will be marked as "No Detection".

Behaviors and Nuances of the Data Engine

Widget Name

Behaviors and Nuances of the Data Engine

Logo Presence (Applicable to Images & Videos)

  • Logo present in the asset should not be smaller than 80x80 Pixels

  • If the logo is cluttered with text/colors, this can lead to drop in accuracy while detection.

  • In the transitionary frames, if the frames are cut there is a possibility of no detection.

  • If the logo is tilted/inclined, it is difficult to form the bounding box, can lead to a drop in accuracy of detection.

Text Detection within an Asset (Applicable to Images & Videos)

  • Emojis are not detected within a statement.

Prominent Color (Applicable to Images & Videos)

  • Only set of colors that will be detected are -

    • Green

    • Brown

    • Yellow

    • Purple

    • White

    • Red

    • Blue

    • Pink

    • Grey

    • Black

    • Orange

Brand Presence (Applicable to Images & Videos)

  • Brand name mentioned in the Audio will not be detected for Videos

CTA Button in Asset (Applicable to Images & Videos)

  • The available list of CTAs that are detected are -

    • Act Now

    • Activate <placeholder> today

    • Add to bag

    • Add to cart

    • Add to wishlist

    • Add to your

    • Apply now

    • Apply today

    • Assistir mais

    • Be the first to know

    • Book a demo

    • Book now

    • Book tickets

    • Buy now

    • Cadastre-se

    • Call now

    • Check this out

    • Choose the perfect look

    • Claim my exclusive offer

    • Click button

    • Click for more

    • Click Here

    • Click here to explore

    • Click here to explore more

    • Complete my purchase

    • Comprar

    • Comprar agora

    • Contact Us

    • Contact us today

    • Donate now

    • Download

    • Download now

    • Download the data sheet

    • Download the report

    • Enter now

    • Escuchar

    • Event RSVP

    • Find Items

    • Find out more

    • Follow this page

    • Follow us

    • Get <placeholder> off

    • Get a quote

    • Get Directions

    • Get More Info Here

    • Get my discount

    • Get Offer

    • Get Offer View

    • Get Quote

    • Get Showtimes

    • Get the white paper

    • Get up to date

    • Get your <placeholder>

    • Get your freee <placeholder>

    • Give <placeholder> a try

    • Give a gift

    • I'm in!

    • Install App

    • Install Mobile App

    • Join today

    • Join us

    • Learn more

    • Learn now

    • Learn why

    • Like Page

    • Listen Now

    • Más información

    • Message Page

    • Obtener oferta

    • Obter oferta

    • Open Link

    • Order Now

    • Ouvir agora

    • Pamper <placehodler>

    • Play Game

    • Read now

    • Read reviews

    • Read the blog

    • Read the case study

    • Read the white paper

    • Redeem my voucher

    • Register now

    • Register today

    • Regístrate

    • Request yours today

    • Reserve you spot

    • Reserve your spot now

    • Saiba mais

    • Save Today

    • Save your seat

    • Schedule/Book a <placeholder>

    • See deals

    • See for yourself

    • See how it works

    • See it in action

    • Send Invites

    • Shop Now

    • Shop online

    • Shop today

    • Show price

    • Sign me up now

    • Sign Up

    • Sign up for free

    • Start now

    • Start the <placeholder>

    • Start your free trial

    • Subscribe

    • Take a closer look

    • Try for free

    • Try it today

    • Use App

    • Use Mobile App

    • Ver más

    • View all Products

    • View Demo

    • View Instagram Profile

    • Visit our <placeholder>

    • Watch demo

    • Watch More

    • Watch Video

    • What's App Message

    • Yes, I want <placeholder>

    • Send Message

    • EVENT_RSVP

    • Buy Tickets

    • EVENT RSVP

    • Send Whatsapp Message

    • Watch Now

    • Visit Site

    • See Menu

    • Apply Here

    • Explore

    • Follow

    • Get Started

    • Install

    • Install Now

    • Message

    • Play

    • Play Now

    • Request Time

    • See Menu

    • See More

    • Send Message

    • Swipe Up

    • Visit

    • Visit Store

    • Visit Us

    • Visit Website

    • Watch

Word Count (Applicable to Images & Videos)

  • Fine print present on packaging will not be detected for word count.

  • T&C present in the asset will not be taken into account for word count.

  • Only headline is considered as Key Text.

  • It removes punctuation marks and counts the word. "_"/"Underscore" is not removed, it will merge such words into a single word.

  • Text height should be greater than 1% of the total asset size for detection.

Early Activity (Applicable to Videos)

  • Only applicable to Video Assets.

  • Early activity will only be detected if no. of keyframes detected are greater than 1 in the 1st second of the video.

  • Low quality videos will be flagged as "No Detection".

  • 1st frame of the video will always be keyframe.

Early Introduction (Applicable to Videos)

  • Brand Recurrence cannot be detected for audio mentions within a video asset.

  • Logo size should not be smaller than 80x80 Pixels else will be flagged as "No Detection"

Face within 5s (Applicable to Videos)

  • By default: "Human faces" will only be detected.

Face Close Up (Applicable to Images & Videos)

  • Face closeup will not be detected for partial body shots & side profiles.

  • Height & width of the Human Face should be greater than 15% of the size of Image.

  • Height & width of the Human Face should be greater than 15% of the size of keyframe in Videos.

Brand Recurrence (Applicable to Videos)

  • Logo present in the asset should not be smaller than 80x80 Pixels.

  • If the logo is cluttered with text/colors, this can lead to drop in accuracy while detection.

  • In the transitionary frames, if the frames are cut there is a possibility of No Detection.

Human Interaction (Applicable to Videos)

  • No. of detected keyframes in the first 5 seconds should be atleast one.

  • Human should be present in any one of the key frames.

  • Low Quality images might be flagged as "No Detection".

Language of Text (Applicable to Images & Videos)

  • Detects language only in the Ad description or headline fields of ad copies.

  • Here are the expanded forms of the respective abbreviations with their related languages -

    • **af**: Afrikaans

    • **als**: Alemannic German

    • **am**: Amharic

    • **an**: Aragonese

    • **ar**: Arabic

    • **arz**: Egyptian Arabic

    • **as**: Assamese

    • **ast**: Asturian

    • **av**: Avaric

    • **az**: Azerbaijani

    • **azb**: South Azerbaijani

    • **ba**: Bashkir

    • **bar**: Bavarian

    • **bcl**: Central Bikol

    • **be**: Belarusian

    • **bg**: Bulgarian

    • **bh**: Bihari

    • **bn**: Bengali

    • **bo**: Tibetan

    • **bpy**: Bishnupriya Manipuri

    • **br**: Breton

    • **bs**: Bosnian

    • **bxr**: Buryat

    • **ca**: Catalan

    • **cbk**: Chavacano

    • **ce**: Chechen

    • **ceb**: Cebuano

    • **ckb**: Central Kurdish (Sorani)

    • **co**: Corsican

    • **cs**: Czech

    • **cv**: Chuvash

    • **cy**: Welsh

    • **da**: Danish

    • **de**: German

    • **diq**: Zazaki

    • **dsb**: Lower Sorbian

    • **dty**: Doteli

    • **dv**: Divehi (Dhivehi/Maldivian)

    • **el**: Greek

    • **eml**: Emilian-Romagnol

    • **en**: English

    • **eo**: Esperanto

    • **es**: Spanish

    • **et**: Estonian

    • **eu**: Basque

    • **fa**: Persian (Farsi)

    • **fi**: Finnish

    • **fr**: French

    • **frr**: North Frisian

    • **fy**: Western Frisian

    • **ga**: Irish

    • **gd**: Scottish Gaelic

    • **gl**: Galician

    • **gn**: Guarani

    • **gom**: Goan Konkani

    • **gu**: Gujarati

    • **gv**: Manx

    • **he**: Hebrew

    • **hi**: Hindi

    • **hif**: Fiji Hindi

    • **hr**: Croatian

    • **hsb**: Upper Sorbian

    • **ht**: Haitian Creole

    • **hu**: Hungarian

    • **hy**: Armenian

    • **ia**: Interlingua

    • **id**: Indonesian

    • **ie**: Interlingue

    • **ilo**: Ilocano

    • **io**: Ido

    • **is**: Icelandic

    • **it**: Italian

    • **ja**: Japanese

    • **jbo**: Lojban

    • **jv**: Javanese

    • **ka**: Georgian

    • **kk**: Kazakh

    • **km**: Khmer

    • **kn**: Kannada

    • **ko**: Korean

    • **krc**: Karachay-Balkar

    • **ku**: Kurdish

    • **kv**: Komi

    • **kw**: Cornish

    • **ky**: Kyrgyz

    • **la**: Latin

    • **lb**: Luxembourgish

    • **lez**: Lezgin

    • **li**: Limburgish

    • **lmo**: Lombard

    • **lo**: Lao

    • **lrc**: Northern Luri

    • **lt**: Lithuanian

    • **lv**: Latvian

    • **mai**: Maithili

    • **mg**: Malagasy

    • **mhr**: Meadow Mari

    • **min**: Minangkabau

    • **mk**: Macedonian

    • **ml**: Malayalam

    • **mn**: Mongolian

    • **mr**: Marathi

    • **mrj**: Hill Mari

    • **ms**: Malay

    • **mt**: Maltese

    • **mwl**: Mirandese

    • **my**: Burmese

    • **myv**: Erzya

    • **mzn**: Mazanderani

    • **nah**: Nahuatl

    • **nap**: Neapolitan

    • **nds**: Low German

    • **ne**: Nepali

    • **new**: Newar (Newari)

    • **nl**: Dutch

    • **nn**: Norwegian Nynorsk

    • **no**: Norwegian Bokmål

    • **oc**: Occitan

    • **or**: Odia (Oriya)

    • **os**: Ossetian

    • **pa**: Punjabi

    • **pam**: Kapampangan

    • **pfl**: Palatine German

    • **pl**: Polish

    • **pms**: Piedmontese

    • **pnb**: Western Punjabi

    • **ps**: Pashto

    • **pt**: Portuguese

    • **qu**: Quechua

    • **rm**: Romansh

    • **ro**: Romanian

    • **ru**: Russian

    • **rue**: Rusyn

    • **sa**: Sanskrit

    • **sah**: Sakha (Yakut)

    • **sc**: Sardinian

    • **scn**: Sicilian

    • **sco**: Scots

    • **sd**: Sindhi

    • **sh**: Serbo-Croatian

    • **si**: Sinhala

    • **sk**: Slovak

    • **sl**: Slovenian

    • **so**: Somali

    • **sq**: Albanian

    • **sr**: Serbian

    • **su**: Sundanese

    • **sv**: Swedish

    • **sw**: Swahili

    • **ta**: Tamil

    • **te**: Telugu

    • **tg**: Tajik

    • **th**: Thai

    • **tk**: Turkmen

    • **tl**: Tagalog

    • **tr**: Turkish

    • **tt**: Tatar

    • **tyv**: Tuvan

    • **ug**: Uyghur

    • **uk**: Ukrainian

    • **ur**: Urdu

    • **uz**: Uzbek

    • **vec**: Venetian

    • **vep**: Vepsian

    • **vi**: Vietnamese

    • **vls**: West Flemish

    • **vo**: Volapük

    • **wa**: Walloon

    • **war**: Waray

    • **wuu**: Wu Chinese

    • **xal**: Kalmyk

    • **xmf**: Mingrelian

    • **yi**: Yiddish

    • **yo**: Yoruba

    • **yue**: Cantonese

    • **zh**: Chinese (Mandarin)

Aspect Ratio (Applicable to Images & Videos)

  • These values are fetched from the Metadata directly, failure in grabbing an asset can lead to No Detection.

  • Old Ad Variants with very old assets (broken image/video URLs) will not be detected

Human in Asset (Applicable to Images & Videos)

  • Sometimes can pick animated characters as well, but by default it will try to classify only humans.

Headline in Asset (Applicable to Images & Videos)

  • Should be greater than 4 words.

  • Should not contain any Brand Names.

  • Should be smaller than 75% of image height.

  • Greater than 1% of the image height.

Subtitle Presence (Applicable to Videos)

  • Detection of subtitles is possiblie only if present in below 20% of the Key Frame.

  • Width of subititles should be greater 25% of the image.

  • 1%<x<15% of the keyframe height should be the text height.

  • 10% of all ocr content(Detected Text) overlaps with asr content (Metadata).

Language of Text (Applicable to Images & Videos)

  • Language of all the text present is detected but only language of the majority text is reflected back

Logo Position (Applicable to Images & Videos)

  • Possible detected locations include -

    • Bottom Right

    • Top Right

    • Bottom Left

    • Top Left

    • Center

CTA Position (Applicable to Images & Videos)

  • Possible detected locations include -

    • Bottom Right

    • Top Right

    • Bottom Left

    • Top Left

    • Center

Audio Language in the Video (Applicable to Videos)

  • Same output as Language of Text widget.

Subtitle Language (Applicable to Videos)

  • Output detected language will be same as Language of Text widget.

Urgent Claims

  • Only following Text will be flagged identified as True for detection -

    • Limited Time Offer

    • Limited Offers

    • Few Left

    • Limited Availability

    • Act Now

    • Ends Soon

    • Only X Hours Left

    • Only for the first X Customers

    • Only X left in stock

    • Buy Now

    • Act Fast

    • Don’t Miss Out

    • Get X% Off Today Only

    • Hurry

    • Rush

    • Now

    • Today

    • Flash Sale

Miscellaneous

  • Size of the media asset should be less than 20mb for our engine.
    Video assets whose keyframes don't contain the elements for detection will be flagged as no Detection.