Buyers are getting a second opinion before they call.
Answer Engine Optimization that gets your company cited where modern buyers search.
We help commercial leaders in technical and regulated markets show up — credibly — in the answers ChatGPT, Perplexity, Gemini, and Google AI Overviews give buyers, so their AI research phase points to you instead of a competitor.
Interested in learning more?
View our library of testimonials, or book your first strategy session on the house.
You want to be part of the answer when a buyer asks AI about your category…
…but right now the machine doesn't know you're there.
Be the source AI cites, not the company it skips.
You want a technical buyer who asks ChatGPT or Perplexity "who does X for regulated markets" to see your name, described accurately, with a link that sends them to you already half-convinced.
Be the source AI cites, not the company it skips.
You want a technical buyer who asks ChatGPT or Perplexity "who does X for regulated markets" to see your name, described accurately, with a link that sends them to you already half-convinced.
Be the source AI cites, not the company it skips.
You want a technical buyer who asks ChatGPT or Perplexity "who does X for regulated markets" to see your name, described accurately, with a link that sends them to you already half-convinced.
But your competitors rank, while…
Buyers arrive to sales calls having already "decided," and it wasn't from your site. You rank fine in Google, but you're absent from the AI answer that sits above it. When AI does mention your category, it cites competitors — or gets your capabilities wrong. Your best evidence lives in PDFs and gated pages the models can't read or verify.
But your competitors rank, while…
Buyers arrive to sales calls having already "decided," and it wasn't from your site. You rank fine in Google, but you're absent from the AI answer that sits above it. When AI does mention your category, it cites competitors — or gets your capabilities wrong. Your best evidence lives in PDFs and gated pages the models can't read or verify.
But your competitors rank, while…
Buyers arrive to sales calls having already "decided," and it wasn't from your site. You rank fine in Google, but you're absent from the AI answer that sits above it. When AI does mention your category, it cites competitors — or gets your capabilities wrong. Your best evidence lives in PDFs and gated pages the models can't read or verify.
Why more content and more links won't fix it.
Answer engines don't rank pages — they extract and cite the chunks they can verify and safely repeat. If your proof is buried, your claims are vague, or your pages don't answer the exact question a buyer asks, the model can't lift you — so it quotes whoever it can. Publishing more content doesn't change that; it just adds material the engine still can't use.
Why more content and more links won't fix it.
Answer engines don't rank pages — they extract and cite the chunks they can verify and safely repeat. If your proof is buried, your claims are vague, or your pages don't answer the exact question a buyer asks, the model can't lift you — so it quotes whoever it can. Publishing more content doesn't change that; it just adds material the engine still can't use.
Why more content and more links won't fix it.
Answer engines don't rank pages — they extract and cite the chunks they can verify and safely repeat. If your proof is buried, your claims are vague, or your pages don't answer the exact question a buyer asks, the model can't lift you — so it quotes whoever it can. Publishing more content doesn't change that; it just adds material the engine still can't use.
With MESH, AI research becomes a source of pipeline.
Buyers find you inside the answer they already trust, described the way you'd describe yourself. They arrive further along, with fewer misconceptions to unwind. And because the same work that earns AI citations — clear answers, real evidence, credible authorship — also strengthens traditional search, your visibility compounds instead of splitting in two.
With MESH, AI research becomes a source of pipeline.
Buyers find you inside the answer they already trust, described the way you'd describe yourself. They arrive further along, with fewer misconceptions to unwind. And because the same work that earns AI citations — clear answers, real evidence, credible authorship — also strengthens traditional search, your visibility compounds instead of splitting in two.
With MESH, AI research becomes a source of pipeline.
Buyers find you inside the answer they already trust, described the way you'd describe yourself. They arrive further along, with fewer misconceptions to unwind. And because the same work that earns AI citations — clear answers, real evidence, credible authorship — also strengthens traditional search, your visibility compounds instead of splitting in two.
Trusted for growth by leaders of highly regulated companies
Trusted for growth by leaders of highly regulated companies
Trusted for growth by leaders of highly regulated companies
We make your expertise legible to the systems buyers now ask first. We find the questions your buyers put to AI, then build the answer-first content, entity coverage, structured data, and named evidence that let ChatGPT, Perplexity, Gemini, and AI Overviews extract, verify, and cite you.
Because we work in regulated markets, we do it without overreaching — claims are written to hold up under clinical, regulatory, and procurement scrutiny, so what the model repeats about you is both citable and defensible. And we run AEO next to your SEO, not instead of it, so one body of work lifts both.
Different by design.
We optimize for citation, not just ranking.
So the work targets being the trusted source inside an AI answer — where the buyer's decision now starts — not only a blue link below it.
We optimize for citation, not just ranking.
So the work targets being the trusted source inside an AI answer — where the buyer's decision now starts — not only a blue link below it.
We build claims that survive scrutiny.
In regulated markets, an answer engine repeating an unsupported claim is a real risk. We write evidence and authorship that hold up under clinical, regulatory, and procurement review, so what AI says about you is defensible.
We build claims that survive scrutiny.
In regulated markets, an answer engine repeating an unsupported claim is a real risk. We write evidence and authorship that hold up under clinical, regulatory, and procurement review, so what AI says about you is defensible.
Senior-led, and we practice what we sell.
The people who scope your program run it — backed by expert and creative contractors and AI where it helps — and this page, cited by the engines it discusses, is the method in the open.
Senior-led, and we practice what we sell.
The people who scope your program run it — backed by expert and creative contractors and AI where it helps — and this page, cited by the engines it discusses, is the method in the open.
We connect AEO to the rest of your growth.
Positioning, content, SEO, and measurement move together, so AI visibility becomes pipeline rather than a vanity report.
We connect AEO to the rest of your growth.
Positioning, content, SEO, and measurement move together, so AI visibility becomes pipeline rather than a vanity report.
AEO case studies.
See for yourself how we've helped companies like yours scale.
Channel Partner Case Study: Building Distributor Support Without Losing the Brand
Channel Partner Case Study: Building Distributor Support Without Losing the Brand
Channel Partner Case Study: Building Distributor Support Without Losing the Brand
ABM Case Study: Small Med Device Distributor Growth
ABM Case Study: Small Med Device Distributor Growth
ABM Case Study: Small Med Device Distributor Growth
Content Marketing Case Study: Driving Leads Through with Customer-Centric Strategy
Content Marketing Case Study: Driving Leads Through with Customer-Centric Strategy
Content Marketing Case Study: Driving Leads Through with Customer-Centric Strategy
Content Case Study: Increased Qualified Sales Leads Through Persona-Driven Strategy
Content Case Study: Increased Qualified Sales Leads Through Persona-Driven Strategy
Content Case Study: Increased Qualified Sales Leads Through Persona-Driven Strategy
Growth Case Study: Branding and Marketing Positions European Chip Maker as a Leader in IoT
Growth Case Study: Branding and Marketing Positions European Chip Maker as a Leader in IoT
Growth Case Study: Branding and Marketing Positions European Chip Maker as a Leader in IoT
Demand Generation Case Study: DentalCo Jump-Start Campaign to Rebuild US Demand
Demand Generation Case Study: DentalCo Jump-Start Campaign to Rebuild US Demand
Demand Generation Case Study: DentalCo Jump-Start Campaign to Rebuild US Demand
Ready to see what AI tells buyers about you — and change it?
If your buyers are researching your category with AI before they reach you, let's find out what the machine says today and build the work that gets you cited, accurately, where the decision starts.
Latest articles and publications.
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AEO optimization FAQs.
All You Need to Know
How do you decide what to optimize for?
How is this different from what our own team or a generic SEO agency would do?
What is Answer Engine Optimization (AEO)?
How is AEO different from SEO — and do we still need SEO?
Does AEO work in regulated markets where claims are restricted?
Can you guarantee we'll be cited by ChatGPT or Perplexity?
How do you measure whether it's working?
Can this stand alone, or does it work best with other services?
How quickly will we see results?