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GrokHow solo founders and small business owners are responding to the change in traditional search, and what the businesses winning AI queries are doing differently
Original research from Outwrite.ai, based on a survey of 360 solo founders, small business owners, marketing contacts, content creators, agency owners, and operations professionals
Why we built this report
Every SEO publication is writing about AEO right now. Every enterprise software company has published its own guide to optimizing for AI search. Almost none of them have asked the people who have the most to lose and the fewest resources to respond: the solo founder whose entire customer pipeline depends on Google, the independent bookkeeper who built a practice on local search, the boutique retailer who noticed organic traffic quietly thinning out and couldn't say exactly when it started.
That's the audience this report is for. So we asked them directly.
Traditional search rewarded volume and links. Answer Engine Optimization rewards being the clearest, most authoritative, most directly useful answer to a specific question. That's a writing problem before it's a technical one, and it's precisely the problem Outwrite exists to help solve.
The headline finding
71% of small business owners and solo founders believe their writing clarity directly affects whether AI tools cite their business. 60% rate their own website and marketing copy as average or below.
That distance between understanding what AI search requires and feeling confident you can deliver it is the central story of this research. We call it the Awareness-Action Divide, and it shows up everywhere in the data.
Finding 1: Most people know something has changed. Few have done anything about it.
Across all 360 respondents, 64% say they're aware that AI search is changing how customers find businesses like theirs. Only 36% have taken any deliberate action in response.
The divide is widest in the segments with the most exposure and the least infrastructure to respond: small business owners who depend on search for new customers, and solo founders who have no marketing team to absorb the work of figuring out what to do next.
Finding 2: Writing confidence, not technical know-how, is the bottleneck
When we asked what's stopping people from acting on what they know about AI search, the answer wasn't budget or technical skill. It was uncertainty about their own writing. Respondents consistently said they didn't know how to make their content sound more authoritative, more direct, or more like an answer, even when they understood that was the goal.
The businesses that are appearing in AI-generated answers aren't winning on technical SEO budget. They're winning because their copy leads with the answer instead of building up to it, structures content around real questions instead of categories, and sounds like a specific person with a clear point of view instead of a brand speaking in the passive voice.
Finding 3: AI writing tools are creating more content and less confidence
58% of small business owners who use AI writing tools say the tools have made them less confident their content sounds authentically like their business. They're producing more content. They trust it less.
This is the paradox sitting underneath the entire AEO conversation. The tools built to close the writing divide are, for a majority of small business users, widening the distance between output and authentic voice. Quantity went up. Conviction went down.
Finding 4: Three distinct groups have formed, and they don't move the same way
The data splits respondents into three recognizable groups rather than a single curve of awareness.
The Unaware Majority has little to no sense that AI search is changing customer discovery. They're not in denial. This change simply hasn't crossed their desk yet, and their businesses are the most exposed to a sudden drop in visibility they won't be able to explain.
The Active Experimenter knows AEO exists and has started testing changes: rewriting an FAQ page, restructuring a service page around direct questions, watching to see what gets picked up. This group is small but growing, and it skews toward solo founders and agency owners who write their own content and can move fast.
The Channel Diversifier has stopped treating search as a single channel and started building presence across AI answers, social search, and community platforms at once. This group is the smallest of the three and the most resistant to future disruption, because it isn't depending on any one source of discovery.
Finding 5: The professionals closest to written communication are often the furthest from the AEO conversation
Operations and administrative professionals produce a steady volume of writing, client letters, supplier correspondence, internal updates, but they rarely think of themselves as content producers. That distance shows up clearly in the numbers: only 31% report being very or somewhat aware of AEO, the lowest of any segment we surveyed, and just 11% have taken any action.
But their instincts tell a different story. 91% agree strongly that the clarity and quality of their written communication affects their organization's reputation and credibility. When we reframed the question and asked whether they thought an AI tool would reference the way their organization communicates with clients when answering a question about service quality, 64% said yes.
Diane Kowalczyk, an executive assistant at a financial advisory firm, put it directly: "Everything I write goes out under the firm's name. If those communications are unclear, rushed, or imprecise, that's what represents the firm. Whether it's a Google result or an AI result, the impression is the same."
Agency owners who implement AEO for clients describe a similar change in register. Christoph Weber, who runs a PR and communications agency, said the content that gets cited by AI tools doesn't read like marketing copy. It reads like reference material, and that's a significant change for clients who've spent a decade perfecting a brand voice built for a human reader skimming a search result.
Where the real opportunity sits
Every finding in this research points to the same conclusion.
Small businesses that depend on customers finding them are navigating a transition that's already underway, already accelerating, and already rewarding one specific skill above every other: writing clearly, specifically, and with authority.
The businesses appearing in AI-generated answers don't have the largest technical SEO budgets. They have content that most directly answers the questions customers are asking. They've rewritten their copy to lead with answers. They've structured pages around questions instead of categories. They sound like a real person with a real point of view, not a brand reciting features.
71% of small business owners believe this matters. 60% don't believe their current writing gets them there. Closing that distance is the defining challenge of the AI search transition for small business, and it's a writing problem before it's anything else.
Methodology
This research was conducted by Outwrite.ai in 2026 across a proxy audience of 360 respondents representing six professional segments: solo founders and one-person businesses (n=80), small business owners with 2 to 20 employees (n=80), marketing contacts at businesses with 21 to 100 employees (n=80), content creators and freelance professionals (n=60), agency owners (n=40), and operations and administrative professionals (n=40). Respondents span professional services, e-commerce, food and hospitality, technology, creative work, trades, and education. Qualitative responses are drawn from structured interviews conducted alongside the survey. Individual respondents are referenced by role and business type only.
Eric Buckley is co-founder of Outwrite.ai, an AI-powered writing tool built for solo founders, small business owners, and teams who need their content to read like it came from a real person with real expertise. The findings in this report are drawn from the 2026 AI Visibility Report, based on a survey of 360 small business respondents conducted by Outwrite.ai.