Hover a section to see what it is for. Content flows in cold at the top, warms in the middle, and closes hot at the bottom. Most companies fund the two ends and starve the middle.
01Top of FunnelCold traffic
The Current State of Things
PurposeDeliver information, and earn topical authority.
Purely informational and high-level. It answers the question and tells the algorithms what you are about. The old trap was chasing volume for its own sake, big numbers from the wrong crowd. Now every piece needs a point of view baked in, or it is not worth ranking.
350k → 210k traffic. Zero → millions in pipeline. At Copy.ai I cut 140,000 monthly visits on purpose. Wrong audience.
02Middle of FunnelWarm lead
Where It Is Headed
PurposeBuild trust through your perspective.
The buyer already knows the lay of the land. Now they want to know how it shifts, and they want it from an expert. This is your thought leadership: podcasts, webinars, newsletters. It is the one tier AI cannot fake, and the one most companies starve.
52% say AI made content less effective. 53% cannot differentiate. HubSpot 2026. The middle is where the game is now decided.
03Bottom of FunnelHot lead
Why You, Right Now
PurposeRemove the last reason to say no.
Comparisons, case studies, proof. Not your product vision. The buyer wants to defend this choice to their CFO tonight. This is the one place a listicle earns its keep, because the reader just wants the damn recipe: you against the alternatives, laid out clean.
61% rank peer validation as the #1 factor in the decision. Proof reduces risk, and risk is what stalls the deal.
Hover a section to open its card · 123 · Esc clears · F focus
It is all connected
Good source material for each layer
Pick a layer to see what feeds it, or tap a source to see everywhere it flows. The best inputs never live in one box.
Nothing here lives in one box. One sales call becomes a TOFU FAQ, a MOFU point of view, and a BOFU objection handler. Feed it all into the Brand Brain and every layer gets sharper.
The Guide
TOFU, MOFU, and BOFU, explained the way I actually use them
By Nathan Thompson · excerpts from Pipes Before Chocolate
TOFU, MOFU, and BOFU are the three stages of the B2B content funnel. TOFU (top of funnel) is high-level informational content that pulls the right audience in and earns topical authority. MOFU (middle of funnel) is thought leadership that builds trust by showing you understand where the market is headed. BOFU (bottom of funnel) is proof, meaning comparisons, case studies, and whitepapers, that removes the last reason a buyer would say no. You need all three. Most companies fund the two ends and starve the middle, which is the part that actually moves the deal.
TOFU is purely informational and high-level. Its job is to answer a question well enough to earn a spot in search results and, increasingly, in AI-generated answers. That is real work. It brings the audience in and builds the authority every other piece of content stands on.
The trap is old and everywhere: chasing volume for its own sake. The most instructive version I know is a dashboard from an SEO tool measuring its own traffic.
"A huge portion of that traffic was coming from pages about adult content review sites. People Googling things completely unrelated to SEO tools. The visits were real, but the audience was meaningless."
Pipes Before Chocolate · Ch. 5, Organic Content and the Discovery Shift
I lived the opposite of that story. When I took over content at Copy.ai the site pulled about 350,000 organic visits a month, most of it from free tools that attracted anyone with a keyboard and a homework assignment. The graph looked beautiful. The enterprise pipeline chart was a flatline. So I killed pages driving tens of thousands of visits because they brought the wrong people. Traffic went from 350k to 210k. Pipeline went from effectively zero to millions.
"Ranking number one for a keyword that attracts the wrong audience is worse than ranking number five for a keyword that attracts the right one. Pipeline over pageviews, every time."
Pipes Before Chocolate · Ch. 5
Here is what changed. AI made generic TOFU free, which means generic TOFU is no longer worth ranking. Every high-level piece now needs a point of view baked in, pulled from your own thinking or your proprietary data. You still need a deep base of it to earn topical authority. It just has to say something only you could say, and it has to be structured so answer engines can lift the answer out cleanly. In the book I put it plainly: 44% of AI citations come from the first 30% of a page. Lead with the answer. This page does exactly that, which is not an accident.
What is MOFU (middle of funnel) content?
MOFU is your thought leadership. By the time a buyer reaches the middle they do not need another beginner's guide. They already know the category. What they want is where it is headed, and they want it from an expert who understands their world: their constraints, the objection their CFO will raise, the thing their ops team is quietly worried about.
This is where most content strategies fall apart. Companies pour budget into the top (blog, SEO) and the bottom (case studies, pricing) and leave the middle a dead zone of reheated webinars and whitepapers nobody finishes. It is the highest-leverage tier, and it is the one that gets starved.
"When everyone can produce content, the content that sounds like everyone else stops working. The buyer has infinite options for generic information. What they're starved for is perspective. And perspective doesn't come from a brand. It comes from a person."
Pipes Before Chocolate · Ch. 8, Middle of the Funnel and Thought Leadership
That is also why MOFU is the one tier AI cannot fake. Text can be generated in seconds. You, on camera, raw and unpolished, saying something only you could say, cannot. The hardest part of thought leadership was never the production. It was having the thought. Nothing builds trust faster than a buyer hearing you, connecting with the take, and then getting to talk to you after. What you want to avoid is the opposite: content that is technically thought leadership but contains no actual thoughts and no actual leadership. Corporate wallpaper.
What is BOFU (bottom of funnel) content?
BOFU is proof. Comparisons, case studies, whitepapers, pricing. Its job is to remove the last reason a buyer would say no. Note what it is not: it is not your product vision. The buyer at the bottom does not care where you are headed. They care whether they can defend this choice to their CFO tonight, and whether you take the headache away faster than anyone else on the market.
"Case studies are the connective tissue between awareness and decision. They're the content that a prospect reads at 11 PM the night before their internal meeting to decide whether to put you on the shortlist. They're the proof that turns skepticism into confidence."
Pipes Before Chocolate · Ch. 11, Case Studies and Customer Proof
The data is not subtle: 61% of decision-makers rank peer validation as the single most influential factor in their purchasing decisions. BOFU is also the one place a listicle earns its keep, because the buyer genuinely wants the structured comparison. The reader just wants the damn recipe, and at the bottom of the funnel the recipe is you against the alternatives, laid out clean. TOFU gave them the information and gave you authority. MOFU gave you credibility. BOFU takes both and turns them into the safe, obvious choice.
What is the right mix of TOFU, MOFU, and BOFU?
There is no fixed ratio, and anyone who hands you one is selling a template. The better question is where your human hours go, because that is the real constraint now that production is cheap. Map the funnel to your automation strategy. TOFU is your most systemized content: high volume, point of view injected, machine-assisted. BOFU is mostly assembly: proof that already happened, tagged and surfaced on demand. MOFU is the least automatable thing you own, because it is you being a person.
Most companies run it backwards. They pour human hours into blog posts and phone in the podcast. Flip it. Systemize the top, assemble the bottom, and spend your scarce human time in the middle where it is the only thing that works. And be careful what you scale, because speed cuts both ways.
"The system doesn't prevent strategic mistakes. It executes your strategy faster, which means it executes bad strategy faster, too. Make sure what you're multiplying is worth multiplying."
Pipes Before Chocolate · Ch. 5
So the mix, in practice: build a deep TOFU base with a real POV in every piece, keep MOFU continuous rather than a once-a-quarter campaign, and make BOFU coverage complete across the segments you actually sell to. If you have to add human effort somewhere this quarter, add it to the middle.
TOFU, MOFU, BOFU: frequently asked questions
What do TOFU, MOFU, and BOFU stand for?
Top of funnel, middle of funnel, and bottom of funnel. They describe the three stages of the content funnel, sorted by how ready the buyer is to act.
What is the difference between TOFU, MOFU, and BOFU?
They do different jobs, not just cover different topics. TOFU informs and earns authority. MOFU builds trust with perspective. BOFU proves your case and de-risks the decision.
What is the best content mix for TOFU, MOFU, and BOFU?
There is no universal ratio. Build a deep TOFU base with a point of view baked into every piece, keep MOFU continuous because it is the one tier AI cannot fake, and make BOFU coverage complete across your segments. If you have to add human hours somewhere, add them in the middle.
Is the marketing funnel still relevant in 2026 with AI?
Yes, but treat it as a portfolio, not a path. Buyers do not march top to bottom. Many arrive at the bottom already carrying the problem. Build a system that has the right content ready wherever they show up.
Which funnel stage should I invest in first?
TOFU earns you the right to be found and can be systemized fast. But the underfunded, highest-leverage tier is MOFU, because trust is what shortens the deal, and trust is the hardest thing for a competitor or an AI to copy.
This page is the companion to the Barely Shipping episode on the content funnel. It also practices what it preaches: direct answer up top, structured headings, a real FAQ, and schema markup, so answer engines can cite it. That is AEO, not decoration.