Trust Gap series, Part 1: Sales and marketing alignment

Last updated: October 29, 2026

Sales and marketing alignment breaks at the handoff, not in the planning meeting. In The Trust Gap, a survey of 192 marketing, demand gen and RevOps practitioners by Heinz Marketing and Docket, nearly 90% report MQL volume to leadership, but only 7% of them believe it predicts pipeline. The fix is a shared standard every lead source has to meet.

Most advice on aligning sales and marketing strategies starts with a shared SLA, a weekly pipeline meeting and agreed lead definitions. Plenty of teams have all three and still argue about every lead. The Trust Gap, research that Heinz Marketing fielded on Docket's behalf in September 2026, asked 192 practitioners what actually happens at each handoff.

Why is sales and marketing alignment still broken?

Sales and marketing alignment is still broken because the MQL (marketing qualified lead), the number both teams report against, is no longer believed by either side. Nearly 9 in 10 respondents in The Trust Gap send MQL volume to leadership. Among those who do, 7% are confident it predicts real pipeline, and most describe themselves as slightly confident or not confident at all.

That gap between reporting and belief is why alignment work stalls. Marketing hits its MQL target, sales says the leads are bad, and both teams are describing the same number from opposite sides. Roughly two-thirds of respondents would redefine or drop the MQL if they rebuilt their reporting with no legacy to protect.

Respondents report qualified pipeline, revenue and SQLs as primary top-of-funnel indicators more often than they report MQLs. The MQL keeps getting produced because reporting systems and quarterly rhythms were built around it, not because anyone finds it informative. For the longer argument, see whether the MQL is still the right metric for B2B teams.

Where does the marketing to sales handoff break?

The marketing to sales handoff is one of three handoffs in inbound. The Trust Gap found all three failing: buyers to marketing, marketing to sales, and sales back to the buyer.

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A buyer who got a generic sequence after their last form fill is more cautious about the next form. That caution shrinks the pool marketing hands to sales, and the smaller pool gets judged by a number nobody trusts.

Acceptance rates also overstate how well the middle handoff works. They record that a rep agreed to work a lead, not that the lead was qualified.

The third handoff is a relevance problem more than a speed problem. Roughly 3 in 10 organizations make first human contact within an hour, and same day is the most common answer, yet buyers still describe a generic experience. The five places an inbound funnel leaks pipeline covers the architecture behind each break.

Why can't marketing see where it loses buyers?

Marketing can't see its biggest loss because a buyer who abandons a form leaves no record in any system. Answering as buyers, more than 80% of Trust Gap respondents had abandoned a vendor form in the past 90 days, most of them more than once. Answering as operators, the same people ranked the form near the bottom of the stages where their funnel loses qualified buyers.

The reasons buyers give are about contact, not effort. Requests for a personal email address and a phone number, plus the expectation of sales outreach, drove roughly two-thirds of reported abandonment. Field count drove about one case in eight. Cutting a form from nine fields to five leaves the part buyers are declining exactly where it was.

The buyers who do fill it in aren't a clean signal either. Most respondents say at least a tenth of last quarter's form fills were junk or unusable, and nearly a third put the figure at a quarter or more.

Meanwhile the evaluation happens without an introduction. A majority of buyers stay anonymous on vendor sites until they've narrowed their options, and 1 in 3 complete half or more of an evaluation before identifying themselves to anyone.

Does adding an AI agent fix the handoff?

An AI agent doesn't fix the handoff by itself, because most teams can't yet show what their agent produced. Seven in 10 Trust Gap respondents are piloting, deploying or scaling an agent for buyer engagement, most often to qualify visitors and run discovery. Among organizations running one (base: 136), about 1 in 10 reads the results from a dashboard or CRM report. Half calculate them by hand.

Teams six to eleven months into a deployment are no more likely to read results from a system of record than teams three to five months in. Teams with the highest conversation volumes are among the least likely of all.

The blocker is plumbing, not executive buy-in. Stack connectivity is the most-named barrier, and it grows with experience: 47% of teams that have already deployed name it, against 13% of teams still researching. Leadership skepticism was named by fewer than 4% of respondents. What teams want is control over what the agent says, and 82% say review workflows or answer boundaries would most increase their comfort.

Most teams then judge agent-booked meetings against their own MQL acceptance rate, which brings the second handoff's problem straight back. In that comparison, 40% came in below their MQL baseline, and 87% landed within one response band of it in either direction. The report reads that cautiously: the two rates use different denominators, the bands are coarse, and the baseline is the number respondents already distrust.

A little over half of organizations running an agent say 25% or more of agent-booked meetings landed outside staffed business hours. If you already run one, these AI SDR metrics separate activity from pipeline.

What should sales and marketing agree to measure instead of MQL volume?

Sales and marketing should agree on a standard every lead source has to meet before sales will work it and leadership will count it, instead of a volume target. Sales and leadership in The Trust Gap describe that standard consistently, and it applies to a form fill, a conversation or any source a team adds next.

Docket's term for a lead qualified through a real conversation, rather than a form fill, is an Agent Qualified Lead (AQL). The survey never used that term. Respondents answered neutrally worded questions about a lead qualified through a live website conversation, and the four requirements below come from those answers.

The first three are within reach of any team that decides to instrument its handoffs. The fourth is where the market falls short, and it's the difference between a lead source that gets believed and one that gets argued about.

Speed to meeting is the first proof you'll have. It shows up within weeks, while pipeline conversion and win rate take quarters to resolve. Report it next to the wider set of B2B revenue metrics leadership already reads.

None of this shows that one lead source beats another. The report is explicit that the market doesn't yet have the measurement practice to settle that question. What it gives B2B sales and marketing alignment is a shared definition of "believable," written down before the argument starts.

How do you score your own handoff?

You can score your inbound handoff in one meeting with The Trust Gap's eight-question assessment. Score each answer 0, 1 or 2 and total it out of 16.

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Most teams will land in stage one or two. Based on this study, that isn't behind the market. It is the market.

If you're asking how to do sales and marketing alignment without another offsite, start with one question. Pick the one you could move from 0 to 2 next quarter, since each of the eight can be fixed on its own. The full report has two next steps for each stage.

Docket is The Demand Platform. Its agents hold the conversation with buyers on your website and answer their questions before asking who they are. Then they write qualification detail from the conversation into your CRM as an AQL, using fields your team defines, such as timeline, next step, buying role and current stack. That covers the first three requirements. The fourth, reading results against a stated baseline, is a reporting decision your team makes.

FAQ

What is marketing and sales alignment?

B2B marketing and sales alignment means both teams work toward one revenue target and judge leads by one shared standard. In practice it breaks at the handoff, where marketing passes leads sales doesn't trust. In The Trust Gap, 78% of organizations see sales reject more than half of MQLs.

What is the marketing to sales handoff?

The marketing to sales handoff is the moment a lead moves from marketing's systems to a rep who's expected to work it. It usually runs on an MQL threshold and a follow-up SLA. It's the middle of three inbound handoffs, between the buyer's first contact and sales follow-up.

Is the MQL dead?

The MQL is still reported, but it's no longer believed. Nearly 9 in 10 teams in The Trust Gap report MQL volume to leadership, and 7% of them trust it to predict pipeline. About two-thirds would redefine or drop it if they rebuilt reporting from scratch.

What do leaders report instead of MQLs?

Leaders report qualified pipeline, revenue and SQLs as primary top-of-funnel indicators more often than MQLs, according to The Trust Gap. The evidence that persuades them is pipeline conversion, win rate and speed to meeting. Rep testimony persuades fewer than 1 in 5.

Who should own the inbound handoff?

One named person should own it. In The Trust Gap, views on who should approve what an agent says split across RevOps, marketing and sales with no clear majority. The assessment scores a single named owner highest. Write the owner and the standard into your enterprise sales playbook so they survive a reorg.

How long does it take to align marketing and sales?

Expect weeks for the first evidence and quarters for the full picture. Speed to meeting can be measured within weeks of a change, while pipeline conversion and win rate take quarters to resolve. Start with the one assessment question you can move from 0 to 2 next quarter.

Matt Heinz, founder and CEO of Heinz Marketing, and Lauren McHugh walk through every finding in the on-demand webinar. Watch the on-demand webinar.