Anton Chisliuk · AI Marketing Ops
Anton Chisliuk
AI Marketing Ops

Challenge

Marketing Sends Leads — Sales Calls Them Junk

You already have volume. The fight is over quality, definitions, and how fast a human touches the lead. I diagnose where the handoff leaks — conflicting MQL/SQL labels, ignored queues, and response delays — then fix the rules both sides can live with. Stack and login stay yours.

See what the first month includes →

Common pattern: “Sales says every lead is junk.” Shared MQL/SQL definitions stop that argument — without inventing a new win rate for your company.

If the Slack thread sounds like this, keep reading

  • Marketing ships MQLs; sales marks “not a fit”

    The form filled. The score crossed the line. Sales opens the record, sees a student email or a tire-kicker title, and dumps it. Marketing swears the ICP was right. Both are half right and both are furious.

  • Same lead, two stories in the CRM

    Marketing’s board shows “MQL.” Sales’ board shows “garbage.” Required fields differ. Source tags conflict. Leadership gets two decks that cannot be reconciled in one meeting.

  • Speed-to-touch is a rumor

    The SLA says two hours. Reality is two days while outbound dials colder names. By the time someone calls, the buyer already booked a competitor.

  • Another document will not end the fight

    You already tried a RACI, a lead-scoring PDF, and a “sales will try harder” promise. Without one status both teams trust, the war continues in standups.

Cost of leaving the fight unresolved

  • This week: Good leads cool while bad leads clog the queue. Founders mediate quality debates instead of shipping product.
  • This quarter: You keep buying or generating MQLs to hit a vanity target. Acceptance stays low. The junk label becomes culture.
  • Half a year of agency or junior spend: Someone else feeds the same broken definitions. Volume reports look busy. Meetings do not. The conflict outlives the vendor.

How I unwind the marketing-vs-sales fight

  1. 01

    Capture the conflict on one lead

    I pick recent “junk” rejects and recent “good” accepts. Side by side, we write what marketing believed versus what sales saw. Patterns beat opinions.

    From you: Ten recent accepted and ten rejected records with notes.

    You leave with: Conflict map — same lead, two columns, one truth gap list.

  2. 02

    Rewrite definitions both sides will defend

    MQL and SQL get exit criteria sales will not laugh at. Marketing agrees volume may fall when junk stops counting as progress.

    From you: Authority to change stage names and required fields.

    You leave with: Shared definition sheet loaded into the CRM, not a forgotten PDF.

  3. 03

    Fix speed-to-first-touch

    Ownership, alerts, and a real response window. Ignored MQLs get visible, not polite.

    From you: Who answers after hours and what happens on no-answer.

    You leave with: Routing + SLA timers sales and marketing both see.

  4. 04

    Measure the handoff gap, not vanity MQL

    We track accepted share and meeting share from the same definitions. If MQL count drops while acceptance rises, that is progress — say it out loud to leadership early.

    From you: One leadership audience for the new scorecard.

    You leave with: Handoff scorecard and calculator inputs for your own arithmetic.

See what the first month includes → #included

First month scope

Included

  • → Conflict review on real accepted vs rejected leads
  • → Shared MQL/SQL definitions and required fields
  • → Routing, ownership, and response windows
  • → Sales consulting on handoff behavior (not closing for them)
  • → Light CRO on forms that create false MQLs
  • → Email automation that supports speed-to-touch, not spam volume
  • → Handoff gap view both teams can argue from the same numbers

Not included

  • → Promised dollar revenue growth
  • → Forcing sales to dial every name forever
  • → Guaranteeing MQL volume stays the same after definitions tighten

One lead, two lenses — then one status

One lead in two columns — what marketing sees vs what sales sees — collapsing into one shared status. Labels are sample, not your live data.

  1. Marketing sees: MQL · score · campaign
  2. Sales sees: junk · wrong title · no budget
  3. Shared status: accepted / recycle / disqualify
  4. Next: first touch owned + timed

Enter your numbers. Nothing here is a forecast.

handoff gap (leads that never become meetings). Caption under result: this uses your numbers, it is not a forecast.

This uses your numbers. It is not a forecast.

Want this mapped to your stack?

Fit check for this fight

A fit

  • → Marketing (or an agency) already ships leads sales distrust
  • → You have enough volume that quality — not scarcity — is the argument
  • → Founder or rev lead can force one shared definition
  • → You will accept that MQL count may fall when junk stops counting

Not a fit

  • → You mainly need more top-of-funnel with no sales conflict
  • → Sales will never take meetings even if leads are perfect
  • → You want a CRM cleanup with zero behavior change from sellers

Other paths people try first

Who does the work

This operator: One operator diagnoses rejects and ships shared rules in your CRM

First artifact

This operator: Conflict map + draft definitions within the first week

Who owns accounts

This operator: You keep HubSpot/Salesforce and every rule

How you pay

This operator: Under $1K starter; from $1K monthly; cancel month to month

What you will not get

This operator: A promise that sales attitude changes without rules

What changes by day 7, 30, and 90

  1. Day 7

    Conflict map on real leads. Draft shared definitions. You can show leadership why “junk” and “MQL” were never the same word.

  2. Day 30

    Routing and response windows live. False MQLs reduced at the form. Both teams open one handoff scorecard.

  3. Day 90

    You decide whether acceptance and meetings moved under honest definitions. MQL volume may be lower. That can be healthy — the FAQ says so on purpose.

Check this against your stack

Cost of leaving the fight unresolved

This week: Good leads cool while bad leads clog the queue. Founders mediate quality debates instead of shipping product.

This quarter: You keep buying or generating MQLs to hit a vanity target. Acceptance stays low. The junk label becomes culture.

Half a year of agency or junior spend: Someone else feeds the same broken definitions. Volume reports look busy. Meetings do not. The conflict outlives the vendor.

See plans · Match a budget in the quiz

Questions founders ask before the call

Conflict map in week one. Live rules need a few weeks of real leads. MQL count can fall when junk stops counting — that is often healthy. Judge acceptance and meetings, not the old vanity total. Tell leadership in week one so nobody is surprised.

Stop arguing about junk. Find the leak.

Free Growth Audit — no retainer. We check whether definitions, speed, or ICP is the real break. Same quiz path as the hero.