We engineer technical citation frameworks that turn brand authority into predictable visibility across the entire generative AI ecosystem.
Analyze brand presence across AI models to identify and eliminate citation gaps.
Outline semantic data plans precisely aligned with your AI-native discovery goals.
Engineer the structured data and entity modeling required for LLM extraction.
Manage citations daily to ensure maximum brand visibility across AI agents.
Review AI inclusion rates and make adjustments to accelerate answer engine growth.
1. AI Visibility
We drive high-intent citations and brand authority through technical entity modeling and semantic data structures optimized for leading AI models.
2. Answer Strategy
You get a visibility plan engineered around AI-native discovery. No wasted effort on traditional tactics that AI agents and LLMs ignore.
3. Future-Proofed Growth
We focus on AI-first gains: primary citation status, stronger brand trust in AI results, and a predictable flow of qualified organic users.
Kalie Nitzsche
Founder/CEO at Fuzzy Verify
John Harmeling
Chief Growth Officer at ZRG Partners
I've had the pleasure of working with Joe Cantu and the Insights ABM team, and I highly recommend them. They bring a powerful mix of strategic thinking and hands-on execution across ABM, paid media, and full-funnel growth. They know how to lead teams, push work forward, and stay relentlessly focused on results. Any growth-focused company would benefit from partnering with them. A great addition to any team — and great humans behind the work. Win/win.
Before Insights ABM, our demand generation motion was essentially nonexistent. Joe and team came in as true creators—a team who could build from zero, move fast, and give us something real to scale. They architected a full-funnel growth engine, aligned our teams, and delivered the kind of measurable pipeline impact that most marketing leaders only talk about. It’s far easier to edit than create, and Insights ABM gave us a foundation strong enough that we could confidently hire internally and continue growing. Their strategic depth, hands-on execution, and ability to turn complexity into momentum were invaluable to ZRG.
Nisha Bagepalli
Chief Growth Officer at Axoniq
Insights ABM transformed our demand engine fast. We went from scattered channels and no automation to a fully built, working system in weeks. Joe and his team rebuilt HubSpot, set up scoring and routing, launched paid, outbound, and organic programs, and gave us clean dashboards we could actually use.
The results showed up immediately. We saw new inbound logos, stronger engagement, and clearer product-market signals than we’ve ever had. Targeting and messaging were on point, and our sales team finally had the alerts and follow-up process they needed.
The partnership has been easy. The team is responsive, practical, and steady. They move quickly, understand both strategy and execution, and consistently bring ideas that improve our programs.
If you need a partner who can build and run a real GTM engine, Insights ABM is the team to call.
GROWTH
FOUNDATION
PERFORMANCE
Built for brands needing to be recognized and cited by modern AI models.
Outcome: Your brand is machine-readable and ready for AI-native discovery.
For businesses scaling brand authority across the generative AI ecosystem.
Outcome: Your brand becomes a primary citation source across leading LLMs.
For enterprises requiring total category dominance in the age of AI search.
Outcome: A future-proofed engine dominating the conversational AI landscape.
What’s Not Working
AI models like Perplexity and ChatGPT are ignoring your brand because your data isn’t structured for machine synthesis.
How We Solve It
We implement advanced Schema and semantic markup that translates your brand value into a precise, machine-readable format.
What Improves
Your brand becomes a primary source for AI-generated answers, leading to higher citation frequency and cross-model trust.
What’s Not Working
Traditional long-form content is too buried or fragmented for LLMs to extract direct, high-confidence answers for users.
How We Solve It
We engineer data-dense "Answer Blocks" and structural snippets designed specifically for LLM extraction and AI synthesis.
What Improves
Higher inclusion rates in AI "snapshots" and conversational summaries where your competitors are currently missing or excluded.
What’s Not Working
You lack a verified "Entity" presence. AI models don’t yet associate your brand name with your specific product category.
How We Solve It
We manage your footprint across the Knowledge Graph and semantic ecosystems to solidify your brand as a category leader.
What Improves
A future-proofed growth engine that continues to scale as users shift from traditional search engines to AI answer engines.