Jeff Pedowitz

World's Largest and Most Experienced Revenue Marketing Agency

[Jeff Pedowitz @JeffPedowitz]

Your competitive analysis is measuring SEO and analyst placement. Your buyers are comparing AI answers. Those rankings are different. The competitor winning the AI race might not be the one you're tracking.

[Jeff Pedowitz @JeffPedowitz]

Your attribution model can't see AI research. That's where enterprise shortlists are forming. Dark funnel was the concept. AI research is the biggest version of it we've seen.

[Jeff Pedowitz @JeffPedowitz]

Your top SEO pages are probably invisible to AI answer engines. They're written to rank, not to answer. That's a structural difference most content teams haven't addressed. The fix is simpler than rebuilding from scratch.

[Jeff Pedowitz @JeffPedowitz]

Enterprise buying committees have 6-8 stakeholders. Most B2B content was written for 1 of them. When the other 5 ask AI tools their persona-specific questions, thin content means thin answers. That's a pipeline problem nobody's attributing correctly.

[Jeff Pedowitz @JeffPedowitz]

Most B2B companies score 28/100 on AXO. Their CFO buyers can't find them in AI search. Their CMO buyers sometimes can. That gap is where deals stall before sales ever knows they existed.

[Jeff Pedowitz @JeffPedowitz]

Two books live this week. AI Agents Made Simple: a practical guide for executives implementing AI agents. The Attic and the Algorithm: 10 years in the making, fiction about how the world's religions learned to market themselves. One for the work conversation. One for the other one. AI Agents Made Simple: https://t.co/xuLVDHfUMC The Attic and The Algorithm: https://t.co/O844fMC6fu

[Jeff Pedowitz @JeffPedowitz]

The CFO reviewed the proposal. Ran their own AI research. Got thin answers. Told your champion "the timing isn't right." That's not a timing problem. That's an AXO problem. And it cost you more than the ACV. It cost you the quarter.

[Jeff Pedowitz @JeffPedowitz]

In most B2B companies, the CMO persona gets clear AI answers. The CFO persona gets almost nothing. Enterprise deals stall at budget approval, not at the CMO. That's the AI visibility gap that costs pipeline.

[Jeff Pedowitz @JeffPedowitz]

The threshold for consistent AI citation in B2B: ~100 buyer questions answered directly in ungated content. Average company has answered fewer than 15. That's not a content volume problem. That's a content architecture problem.

[Jeff Pedowitz @JeffPedowitz]

LLM-referred traffic converts 4-6x higher than SEO traffic in B2B. Most teams can't see it in their analytics. Can't measure the premium. Can't make the investment case. The channel is real. The measurement gap is a choice.

[Jeff Pedowitz @JeffPedowitz]

Your content library might have 800 posts and still score near zero on AI question coverage. Volume doesn't win in AI search. Structured answers do. Most B2B content was built for the wrong era.

[Jeff Pedowitz @JeffPedowitz]

Late-stage deal stalls almost never get diagnosed as AI visibility problems. But your CFO buyers are doing independent research in AI tools before budget approval. What they find there shapes the meeting you never get to be in.

[Jeff Pedowitz @JeffPedowitz]

Every CMO knows their domain authority.
Almost none know their AXO score.
28 out of 100. That's the average across B2B companies we've tested.
That's not "needs improvement." That's invisible to buyers forming shortlists right now.

[Jeff Pedowitz @JeffPedowitz]

Every CMO knows their domain authority.
Almost no one knows their AXO score.
AXO measures how AI tools represent you when buyers search your category.
Average across B2B companies we've tested: 28/100.
The metrics you're tracking measure the last era. The buying is happening now.

[Jeff Pedowitz @JeffPedowitz]

The dark funnel was supposed to be solved.
Intent data. Account scoring. Behavioral signals. We built a whole category around it.
Then AI tools arrived and made it darker than ever.
No UTM. No cookie. No intent signal.
Just a buyer, ChatGPT, and shortlist that doesn't include you

[Jeff Pedowitz @JeffPedowitz]

Open ChatGPT. Type: "Who are the top vendors for [your category]?" Count how many times your company appears.
We've done this with 100+ B2B companies.
Most: zero mentions.
The AI isn't wrong. It's reflecting your content back at you.

[Jeff Pedowitz @JeffPedowitz]

28 out of 100. That's the average AI visibility score for B2B companies we've tested. You're not on their shortlist because AI doesn't know enough about you.
That's not a brand problem. It's a revenue problem.

[Jeff Pedowitz @JeffPedowitz]

The AI Agent Revolution: Your Essential Guide to 600+ Terms Reshaping Business Operations
https://t.co/DeawCNNtwU

[Jeff Pedowitz @JeffPedowitz]

The $10M Budget Black Hole: Where Marketing Money Goes to Die
https://t.co/CU8w2ZKFOe

[Jeff Pedowitz @JeffPedowitz]

Loop Evolution: Funnels to AI-Powered Revenue Loops
https://t.co/SeEVsy4jfz