Your Positioning Is Now Read by Machines: Positioning for AI Search
This fall, Talk Shop unveiled a new brand. Our business had grown well beyond traditional PR, and our old story no longer matched the work we were doing. So we changed it.
Going through it ourselves was a reminder of what our clients face. And it taught us something every leader and CEO in the middle of a pivot needs to hear.
Your business can change in a quarter. What AI says about it can take much longer.
When a buyer, investor, partner or future hire wants to understand your company today, most turn to ChatGPT, Perplexity, Gemini or Google's AI Overviews. Those platforms tell the story they've read most often, not the one you told your board last month.
If you've changed your business model, entered a new category or outgrown your original pitch, your positioning now has two audiences. The people you want to reach. And the machines they ask first.
Repositioning isn't finished when the new deck is approved - it's finished when AI tells your new story back to you.
What is brand positioning, and how is it different from a market narrative?
Brand positioning is the place you want to own in your customer's mind. A brand narrative is the story that explains why that place matters right now. Positioning is the destination. The narrative is how you get people there.
Think of it this way. Your positioning answers: who are we for, what do we do better than anyone and why should you believe us? Your brand narrative answers: what has changed in the world, why does it matter and why are we the obvious answer?
Neither is the same as branding. Branding is how you look and sound. Positioning is what you mean. You can rebrand without repositioning, and many companies do. It's usually a costly mistake.
When your business model changes, all three need to move together. That includes:
- Positioning. The one idea you want to own, written down and agreed on by leadership.
- Brand narrative. The problem, the shift in the market and the reason your new model is the solution.
- Messaging framework. How that story is told to customers, investors, talent, partners and media.
- Executive positioning. Your leaders telling the new story consistently, in interviews, on LinkedIn and on stage.
- Media relations. Earning credible coverage of the new story, so third parties repeat it.
- Answer engine optimization. Making sure AI platforms find, trust and cite the new version of you.
Why does ChatGPT describe my company wrong?
Because AI platforms describe you based on what the internet says about you most often, and most of that was written before you changed. Old press releases, past coverage, outdated directory listings, early funding announcements and even your own old About page all still count.
AI doesn't read your new deck. It reads the public record.
That's why so many companies that pivot find AI still describing their original product, their old category or a business model they left behind. The new story exists. There just isn't enough of it, in enough credible places, for the machines to trust it yet.
Here's what AI platforms look for when they decide how to describe you:
- Consistency. Is the same story told on your website, LinkedIn, Crunchbase, review sites and in the media? Mixed signals get averaged into a vague answer.
- Credible third parties. Earned media, analyst mentions, podcasts and industry publications carry more weight than your own claims.
- Clear, quotable language. A crisp one-sentence description of what you do is far more likely to be repeated than a clever tagline.
- Recency. Fresh, dated content signals that the new story is the current one.
- Structure. Clear headings, FAQs and schema markup make your content easier for AI to read and cite.
If you're not in the sources, you're not in the answer. And if only your old story is in the sources, that's the answer people get.
We wrote more about how answer engines choose sources in From Search to Answers: What AEO Means for Your 2026 Marketing Strategy and Beyond Google: How LLMs and Answer Engines Are Rewriting the Rules of Media Relations.
How do I know if my company needs repositioning?
Timing matters more than most leadership teams think. Reposition too early and you confuse the market before the new model is proven. Reposition too late and your competitors, or the AI platforms, tell your story for you.
The right time is usually tied to a moment. For most companies, that moment comes when the business has already changed and the story hasn't caught up.
Ask yourself two questions. Can every member of your leadership team describe the company the same way, in one sentence? And does that sentence match what ChatGPT says when you ask it? If the answer to either is no, it's time to start. But these five signs will tell you for sure.
Five signs it's time to reposition
1. Your business model changed. You moved from services to software, from B2C to B2B, from product to platform or from one revenue model to another. Your customers changed. Your story needs to change with them.
2. You're entering a new category. The market doesn't automatically move you into the new category because you did. You need a story that earns your place there.
3. Investors and buyers keep asking the same question. If every first meeting starts with "so what do you actually do now?", your positioning isn't doing its job.
4. AI describes the company you used to be. Search your company the way a buyer would. Ask ChatGPT. If the answer is out of date, so is your public record.
5. Your team tells five different stories. If sales, marketing, the CEO and the board all explain the company differently, the market will hear it as confusion.
When it's too early
Positioning is a promise. It only works if the business can keep it.
It's probably too early if:
- The new model is still an experiment with no proof behind it.
- Leadership hasn't agreed on what the company is becoming.
- You're hoping a new story will fix a product or revenue problem.
If that's you, start with the internal work first. Get leadership aligned, gather early proof and write down what you believe. The public story can follow.
How do I tell a new story after a pivot?
Start inside, then work outward, and don't stop until the public record catches up. A new positioning statement on your website is the beginning, not the end.
Here's the approach we use with clients who are changing their business model:
- Listen first. Interview leadership, staff, customers and the board. Find out what people believe the company is, and where those beliefs don't match.
- Map the market. Look at how competitors position themselves and find the white space your new model can own.
- Align leadership. Agree on the one idea you want to own before anyone writes a word of copy. This is where most repositioning projects succeed or stall.
- Talk to customers to solve all your problems. Why are your sales slowing? Why is your turnover high? Why is your conversion low. Why is your NPS score in the single digits? Your customers know, and they will be happy to tell you. Have you asked them? This is a foundational part of forming new positioning.
- Write the narrative. Build the brand narrative, positioning statement, and messaging framework, with versions for customers, investors, talent and media. Then centralize it on common themes and rallying cries that set a new north star for your organization.
- Fix and own your owned channels. Update your website weekly. Refresh your about page. Put effort into your LinkedIn, Crunchbase, review sites, and directory listings so they all say the same thing. Add FAQs and schema so AI can read them easily.
- Earn the new story. Announce the change with a reason media and customers will care about. Put executives forward as voices in the new category. Third-party coverage is what convinces AI the new story is real.
- Check what AI says. Ask us for a AI Visibility audit. Manual searching only gives you a temporary, highly personalized snapshot of your AI presence. Talk Shop offers unbiased tracking to show you what thousands of buyer prompts are, and offers the most accurate view of your true visibility compared to your competitors.
How long does repositioning take?
The strategy work usually takes eight to twelve weeks, from discovery through leadership and board alignment. Updating owned channels can happen within weeks after that.
Changing what the market and AI believe takes longer. Expect six to twelve months of consistent storytelling before AI platforms reliably describe the new you. One announcement creates a moment. A year of the same story creates a new reputation.
What does successful repositioning look like?
The market starts telling your new story for you. Media repeat it, partners use your language and AI platforms describe you the way you describe yourself.
Here's what that looks like in practice.
Teck: turning a resource company into a health story
Teck Resources is known for producing copper and zinc for the global green energy transition. But its Copper & Health Program needed Canadians to see copper in a new way: as a tool to fight the spread of germs. National polling showed 60 to 82% of Canadians didn't know copper had antimicrobial properties.
Talk Shop built a new narrative grounded in proof, with pilot partners including the TTC, the Royal Ontario Museum, Vancouver Coastal Health, TransLink and YVR. The program earned 350+ earned media hits, 70M+ earned impressions and 165K landing page visits.
Why it worked: The new story wasn't just asserted. It was proven by credible third parties, so media and the public could repeat it with confidence.
Snowflake: from tech leader to employer of choice
Snowflake was a global technology leader, but in a new market its employer brand had little recognition. Talk Shop turned the company's expansion into a story about long-term commitment, technical ambition and opportunity for local engineering talent.
The program earned 28M+ earned impressions and shifted their AI visibility with coverage secured through an AI-driven PR campaign.
Why it worked: We built distinct stories for each audience, all pointing to the same idea.
Adyen: translating a global story for a new market
Adyen's global reputation didn't yet translate into local awareness in its newest North American market. Talk Shop localized its global narrative around the priorities of Canadian merchants and consumers, and positioned its executives as credible voices on payments and commerce.
The program earned 200+ pieces of media coverage, 40M+ public impressions and 25% share of voice.
Why it worked: The core positioning stayed the same. The narrative changed to fit the audience.
All three programs had one thing in common. The story was clear before it was told, and it was told consistently across every audience, until the market believed it.
How do you know new positioning is working?
When people outside your company describe you the way you describe yourself. That's the real test. Everything else is a signal along the way.
Look for:
- AI answers. Does ChatGPT, Perplexity, Gemini or Google's AI Overviews describe your new business model accurately?
- Media language. Are journalists using your words, your category and your proof points?
- Sales conversations. Are first meetings shorter, with fewer "so what do you do now?" questions?
- Share of voice in your new category, against your new competitors.
- Branded search for the terms tied to your new positioning.
- Internal consistency. Can every leader explain the company in the same sentence?
The bottom line
Your positioning used to be read by people. Now it's read by machines first.
When your business changes, your story has to change everywhere: in the boardroom, on your website, in the media and in the sources AI platforms trust.
Get the story right and repositioning becomes one of the fastest ways to unlock growth. Get it half right and AI will keep telling the old one for you.
The best positioning partner is the one that can help you find the story and make sure the machines believe it.
Changing your business and need a new story? Let's talk shop.
Frequently asked questions
What is the difference between a rebrand and a repositioning?
A rebrand changes how you look and sound: your name, logo, colours and tone. A repositioning changes what you mean: who you're for, what you do and why it matters.
If your business model has changed, you almost always need to reposition. You may or may not need to rebrand. Start with positioning, because a new logo can't explain a new business.
How long does it take AI to update what it says about my company?
There's no switch to flip. AI platforms update as they find new, credible and consistent information about you.
Most companies see early changes within a few months of updating their owned channels and earning new coverage. Reliable, accurate answers usually take six to twelve months of consistent storytelling. The more credible sources that tell your new story, the faster it moves.
Can I just update my website to change what AI says?
It's an important first step, but rarely enough. AI platforms weigh third-party sources heavily. If media, directories and review sites still tell the old story, the old story often wins.
The fastest results come from fixing owned channels and earning new coverage at the same time.
Should we reposition in-house or bring in an agency?
In-house teams know the business best. An outside partner brings an objective view, a structured process and the ability to get leadership and the board aligned without internal politics.
Many companies do both: an agency leads discovery, strategy and board alignment, and the in-house team carries the story forward. If you also need media coverage and AI visibility, a partner with corporate communications and public relations expertise can take the story from the boardroom to the market.
How much does a repositioning project cost?
It depends on the size of the organization, how much discovery is needed and whether the work includes rollout, media relations and AEO.
Should a startup reposition before raising its next round?
If the business has changed, yes. Investors will ask what your company is now, and they'll often ask AI before they ask you.
The smartest timing is to start six to eight weeks before you plan to raise or announce. That gives you time to align leadership, update your owned channels and prepare a story media will care about.
The short answer: if your business has already changed, your story is already late. Start now.
Let’s Talk Shop.
