Fix the Leaky Marketing Funnel.

1 in 5 marketing leads vanish because of bad rules. Mary, our AI MOPS Assistant uses reasoning to build more pipeline.

The Mary Difference

Unlike rigid rules-based systems, Mary thinks contextually—making connections and fixing problems no rules could anticipate.

Mary Turns Lists Into Pipeline Fast

1. Drag & drop your spreadsheet of leads

2. Mary finds the gap

Determining what fields are needed, be it emails, job titles, or company info

3. Live enrichment fills those blanks

Using a variety of providers, Mary collects and builds a holistic view of lead info

4. Smart classification fixes problem values

Typos, mistakes, and required fields get fixed using AI smarts

5. One-click push to your system

Send leads straight to Marketo, Hubspot, or SFDC with a full audit trail

3 min file to funnel

17%pipeline lift

Mary Builds Campaigns In Minutes

1. Clone a winner

Point Mary to any high-performing program – she copies its structure in seconds

2. Drop in your brief

Share your campaign brief, Mary drafts it – landing page, email, and all

3. Instant Previews

Mary can send you tests so you can skim and approve immediately.

10 minidea to execution

12%pipeline lift

Mary Intelligently Routes Leads With Reason

1. Thinks Like A Human – Faster

Mary tests multiple hypotheses, like expanding “MSFT” → “Microsoft”, find active acounts, and more until every lead finds the right home.

2. Shows Her Work

Each match carries a plain-English note—Sales sees why in one glance.

3. Zero rule upkeep

No fuzzy logic, no brittle spreadsheets—Mary reasons in real time, so Ops never tunes formulas again.

4. One-click push to your system

Leads hit the correct account—and the right rep—in under 60 seconds.

42 secs L2A Match

14%pipeline lift