“Predicts where people will look when viewing an ad.”
“Generates attention heatmaps.”
“Provides recommendations to improve creative assets.”
“My assessment: Particularly useful for visual creatives, display advertising, social media ads and video.”
“However, predicting attention isn't the same as predicting conversions.”
“This is one of the more interesting options if you're interested in predicting actual advertising effectiveness.”
“Measures emotional responses to advertising.”
“Evaluates how effectively an ad communicates its brand.”
“Predicts short-term sales potential.”
“Estimates longer-term brand-building potential.”
“System1 reports that its AI screening predictions match human testing approximately 9 times out of 10.”
“My assessment: One of the stronger options for evaluating the overall effectiveness of brand advertising, rather than just visual quality.”
“Kantar has a substantial historical advertising research database.”
“LINK AI uses machine learning trained on historical consumer advertising research to predict creative effectiveness.”
“One particularly interesting detail: Kantar says LINK AI has been validated against more than 10,000 advertisements.”
“Its published research reports that over 70% of digital video and TV advertisements achieve comparable ratings between AI predictions and human-based testing.”
“My assessment: A strong candidate for larger marketing teams, agencies and brands that need a more established research methodology.”
“It analyses creative elements and connects them with advertising performance data.”
“Its biggest advantage is understanding what has worked historically, rather than simply assigning an isolated creative-quality score.”
“My assessment: Particularly interesting for performance marketing teams producing large volumes of creatives.”
“CreativeX focuses on creative quality and effectiveness standards.”
“It's particularly useful for identifying preventable creative weaknesses before campaigns go live.”
“My assessment: Better suited to creative quality assurance and optimisation than predicting actual conversion performance.”
“Predict attention and visual effectiveness | Neurons, Dragonfly AI”
“One additional platform worth investigating is (Alison.ai).”
“Its approach is interesting because it connects creative analysis with historical advertising performance, rather than relying exclusively on general creative-quality benchmarks.”