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    Home»AI Breakthroughs»Measuring authenticity is what manufacturers want
    AI Breakthroughs

    Measuring authenticity is what manufacturers want

    Hannah O’SullivanBy Hannah O’SullivanOctober 7, 2025No Comments5 Mins Read
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    Throughout reputational crises, many manufacturers discover themselves pressed into methods which might be totally reactive. Nonetheless, a greater understanding of a model’s viewers and stakeholders – how they convey and what they worth – would empower manufacturers and the groups operating their messaging to reply extra authentically, serving to comms land in the suitable means on the proper time.
    With AI content material taking on viewers information and social feeds, model management should put money into making a framework that truly measures authenticity.

    Prashant Saxena, VP of Income and Insights, for Isentia (SEA area) in his analysis paper on “Authenticity within the age of AI” has recognized cues or indicators that audiences subconsciously search for when figuring out if a social submit is written by a human or digital influencer. Understanding these cues provides manufacturers and PR leaders a a lot wanted guide or playbook that guides them with the content material audiences count on to devour. These equip us with a sensible roadmap with clear implications for AI governance and digital literacy amidst the office and audiences.

    Why is authenticity in disaster?

    There’s a belief hole, as audiences present declining religion in manufacturers and their management. A few of these components are extremely polarised, corresponding to differing responses to CEOs and their half in society. However essentially the most common, and nascent, problem to model belief seems to be the rollout of AI. Companies at the moment are underneath the microscope, with modifications to enterprise fashions, substandard service and inauthentic communications all more likely to be blamed on management groups haphazardly implementing AI options.

    Astronomer’s former CEO Andy Byron and the controversy on the Coldplay live performance has added to this decline in belief and all of the extra underscores an authenticity disaster. Publish the controversy, there was a faux apology assertion that was circulated on X and different social media platforms. The corporate needed to launch a press release saying that the apology was in actual fact faux and was concocted by somebody who needed to fulfill viewers sentiments. That is very telling in that, audiences will all the time be extra drawn to content material that conforms with their views and would settle for something at face worth with out having the necessity to truth test.

    This underpins the necessity for manufacturers to be as genuine as potential on the subject of responding to disaster.

    Cues in motion

    Audiences are extra alert than ever to indicators of what feels real on-line. These delicate markers, from factual accuracy and cultural relevance to tone, consistency, and timing, affect whether or not folks belief a model’s message, interact with it, or scroll previous.

    Our evaluation of management posts on social platforms reveals a sample. The extra authenticity cues a submit displayed, the upper the engagement it obtained. It’s not about counting on one sign however about layering a number of ones collectively. Posts that confirmed id, accuracy, emotional expression, and consistency outperformed those who didn’t. For manufacturers, this perception presents a sensible takeaway. Each submit will be examined in opposition to these cues. The nearer the content material aligns with them, the extra seemingly it’s to spark significant engagement. When conversations are filtered by means of these markers, essentially the most beneficial viewers suggestions comes into focus, the type that helps manufacturers alter methods and join extra deeply with folks.

    how tech leaders submit on LinkedIn exhibits simply how highly effective authenticity cues will be. Piotr Skalski’s celebration of hitting 30,000 GitHub stars mixed id, visuals, group validation, and extra – and it drew the very best engagement. Tay Bannerman’s submit leaned on accuracy, cultural perception, and emotion, incomes barely much less traction, whereas Oliver Molander’s tackle ChatGPT carried fewer cues total and noticed the bottom engagement of the three. This comparability highlights how posts with a richer mixture of cues are likely to resonate extra, whereas these with fewer indicators wrestle to spark the identical response.

    Authenticity isn’t one-dimensional. It’s constructed from many layers, and types that stability the size and effectivity of AI with recognisable human indicators will stand out. Those that handle each can obtain extra by constructing belief, relevance, and long-term human connection. Ching Yee Wong, VP of Communications, APEC at Marriott Worldwide mentioned, “AI can improve planning and proposals, however the human ingredient stays central to the expertise. Know-how helps effectivity, whereas cultural sensitivity and private care should stay human-driven.”

    How the launch of Chat GPT-5 didn’t conform with viewers expectations

    The GPT-5 launch was not one of the best. The expectations have been so excessive, that audiences knew it was sure to disappoint. Why was it lower than mark? The net vocal customers of a model are the spokespeople that the model didn’t select. These audiences are loyal customers of the product and in trade, they count on that the model present them with what they want. The financial facet turns into irrelevant if the model delivers.

    When OpenAI launched GPT-5, many long-time customers felt let down. The choice to merge earlier fashions into one model was seen by some as a cost-cutting transfer, and the frustration was loudest among the many platform’s most loyal viewers. Operating these reactions by means of our authenticity cues confirmed a transparent hole in cultural relevance. The discharge didn’t replicate the expectations or norms of its most vocal customers. That’s an necessary lesson for manufacturers and leaders – audiences need to really feel heard. One of the best ways to realize that’s by analysing on-line conversations by means of these cues, which might reveal what folks actually count on and information reply.


    Fascinated with studying how Isentia might help? Fill in your particulars under to get entry to our newest Authenticity Report and browse extra about our cues designed to measure model authenticity.

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