When the company changes faster than AI’s account of it.
AI reputation during leadership changes, launches, earnings and deals.
A new chief executive, a launch, an earnings call, a capital plan or a joint venture changes what is true about your company on a given day. The answers people get from AI catch up later, sometimes much later.
What goes wrong
Models learn about an event from the first wave of coverage, which is often incomplete, and from older pages no one has updated. A departing executive stays in the role. A new product inherits its predecessor’s specifications. Guidance from last year’s call is quoted as current. Joint ventures are described as acquisitions, and announced investments as completed ones. Analysts and customers ask AI about the change in the days after you announce it, which is when the account matters most.
What a good account looks like
- On the day of the announcement, the pages that state the change are published where models can read them.
- Names, titles, figures and dates in the answers match your release and filings.
- General questions about the company reflect the change, as well as questions that ask about it directly.
How we work on it
We work around the event in three stages. Before it, we read how the models describe the people, products or figures involved, and prepare the pages and wording that need to change. While the news is breaking, we read the answers as coverage arrives. Afterward, we set out what still lags and which page to correct first. We work alongside your investor relations and communications teams, or your agency, and to their calendar.
Illustrative situation. A consumer brand withdraws a new product line after complaints, and its chief executive leaves a few months later. A year on, the line has been relaunched under new leadership, yet AI answers still open with the withdrawal and the departure. Customers, investors and a would-be acquirer all hear the old story before the new one.
Start with a free consultation
We agree the scope, depth and outcome you want, and show you a sample of our work on your own website.
Request a free consultation