Your buyers are asking AI. Are you in the answer?
Get a custom audit of your AI Share of Voice across ChatGPT, Gemini, and Perplexity. See exactly where competitors win the citations you should own with a 90-day roadmap to fix it.
No pitch. Walk away with your AI visibility score either way.
Your sales team is losing deals they never knew existed.
You can't see them in your CRM. They don't show up in Google Analytics. They never get a tracking pixel. They're the buyers AI talked to instead of you, and they're already on a call with three of your competitors.
A $400K buyer just asked ChatGPT for your category. Watch what they see:
- Competitor A — ISO 9001 certified, cited in ThomasNet and IndustryWeek
- Competitor B — strong G2 reviews for food-grade compliance
- Competitor C — featured in Packaging World case studies
The buyer never visits your site. They never see your case studies. They contact the three brands ChatGPT named, and you don't know the conversation happened. Your sales team will hear about this deal in six months when the press release announces the win. You'll wonder why you weren't invited to bid.
In your category, 3 vendors own 80% of every AI answer.
AI doesn't show 10 blue links anymore. It names a handful. The companies that earn citations win; everyone else competes for a 20% slice that buyers rarely act on. This is what concentration actually looks like across B2B manufacturing categories.
The top 3 take it all. Everyone else competes for scraps.
When buyers ask AI for vendor recommendations, the response is a shortlist, not a search results page. Across B2B manufacturing categories we've audited, citation share follows a predictable power law:
- #1 cited vendor The default answer 38%
- #2 cited vendor Frequently shortlisted 24%
- #3 cited vendor Rounding out the shortlist 18%
- Everyone else combined The long tail, rarely cited 20%
Aggregate citation share modeled from B2B manufacturing AI Visibility Audits, 2024–2026 — AEO Industry Benchmarks.
The buyer journey collapsed. You didn't notice.
Your buyers used to spend 15–30 days researching, visiting 10+ vendor sites, downloading whitepapers, and building shortlists. That's gone. They ask AI. AI picks 3 vendors. They contact those 3. Everyone else is invisible.
- 1 Competitor A — cited in ThomasNet
- 2 Competitor B — strong G2 reviews
- 3 Competitor C — trade pub mentions
Most of your content is invisible to AI.
AI engines can't crawl what they can't read. Your best assets — the gated whitepapers, the brochure-style PDFs, the JavaScript-rendered pages — are exactly the assets AI ignores. Here's the difference between what wins citations and what doesn't.
- Gated PDFs — AI crawlers stop at the form
- Brochure pages with no structured data
- JavaScript-rendered specs and tables
- Content older than 12 months without dateModified
- First-party marketing claims with no third-party validation
- Ungated HTML pages with semantic structure
- Comparison tables AI can extract directly
- JSON-LD schema with dateModified timestamps
- Third-party validation (G2, ThomasNet, trade pubs)
- Author entities and expert bylines
See exactly where AI doesn't see you.
Your custom AI Visibility Audit shows your real Share of Voice across ChatGPT, Gemini, and Perplexity, and the exact prompts where competitors are winning citations you should own.
Three steps. Two weeks. One clear roadmap.
The MAPS Framework for AI Search Authority.
A systematic approach to securing AI visibility: built on data, designed for B2B manufacturers, executed in 90 days.
Model Buyer Intent
Map how your buyers actually phrase questions to AI. Identify the conversational prompts that drive vendor selection across roles and buying stages.
Answer Clearly
Create question-focused content optimized for AI consumption. Structure information so it's easily extracted, cited, and synthesized.
Prove & Place
Build credibility through third-party validation. AI engines trust earned authority — reviews, trade publications, expert mentions — not branded marketing copy.
Structure & Stay Fresh
Maintain AI-friendly architecture. Content freshness, JSON-LD schema, and Core Web Vitals are now ranking signals for citation eligibility.
Learn from industry leaders.
Decades of combined experience helping manufacturers and B2B brands dominate digital.
Forbes contributor and thought leader with over 15 years helping manufacturers, SaaS companies, and B2B brands build scalable growth systems.
Forbes Contributor
Turns strategic vision into actionable growth plans, helping B2B and manufacturing brands navigate the evolving digital landscape.
Growth StrategistTurn scattered mentions into measurable share of voice.
The point of the audit is not just to tell you that AI is changing. It shows where demand is already consolidating, which engines cite your category, and how quickly visibility compounds once the right authority signals are in place.
How buyer attention fragments across AI engines
Your shortlist visibility is only as strong as the engines and prompts that mention you today. This audit maps where your category attention is actually concentrating right now.
What B2B leaders ask before booking.
Our clients can’t help but notice the differences we’ve made.
See what they’ve been saying about us.
Book your AI Visibility strategy session.
A focused 30-minute session for B2B manufacturers. See where you show up in AI results, where competitors beat you, and what to fix first.
- Live visibility scan across ChatGPT, Gemini, and Perplexity
- Top competitor and citation gaps
- Clear 90-day action plan
Tell us about your business
A few details so we can make the session useful from minute one.