Your list is a mess.
Mary doesn’t care.
Give Mary a CSV of leads with wrong fields, missing data, job titles in four languages. Mary’s AI marketing list upload cleans, enriches, and syncs them into your MAP.
“We run 15–20 events a week. Every one generates a list. Mary processes all of them — enriched, cleaned, and synced to Salesforce — without anyone on my team touching a single row.”
Marketing Operations Manager
Public SaaS Security Company
“International trade shows meant days of back and forth with the U.S. team on the submitted spreadsheet — column headings, missing fields. By the time it was loaded, we'd lost 3 to 4 days on speed to lead. Mary processes it the moment the event ends.”
Field Marketing Manager
Global SaaS Company
From messy CSV to campaign-ready list. Automatically.
Most list processing is a multi-day handoff between ops, enrichment tools, and whoever owns the import. Mary does the whole job without anyone touching it.
Drop the list. Whatever state it’s in.
Rough export from a webinar platform. Trade show scan data. Content syndication leads, partner-sourced lists, cold lists with half the fields missing. Mary reads whatever you hand her — inconsistent formatting, mixed languages, incomplete records — and cleans it automatically. Data list hygiene at its best.
Cleaned, classified, and enriched. All of it.
Mary standardizes geo fields, translates across 50+ languages, and turns messy job titles into clean attributes — role, level, seniority. Then she runs a waterfall across multiple data providers, ranks responses by quality, and validates every result before accepting it.
A clean list lands in your MAP. Ready to go.
No CSV download. No manual import. Once Mary’s done, she syncs directly to your database — Marketo, HubSpot, wherever your leads live. What lands is clean, enriched, and ready to segment, score, and run.
Last Tuesday’s webinar generated 10,000 registrants. By Wednesday morning the list was cleaned, enriched across 50+ languages, and sitting in Marketo ready to segment. Nobody on the ops team touched it.
leads processed overnight
ops hours spent
languages normalized
AI marketing list upload keeps your marketing database clean.
Bad data in, good data out.
Geo fields, job titles, language variations, missing records — Mary normalizes and standardizes everything on the way in, so what lands in your MAP is actually usable for targeting, scoring, and routing.
Enrichment that doesn’t give up on sparse leads.
Most enrichment tools need a clean email and a matching domain. Mary works with partial data — a name, a company, a LinkedIn profile — and keeps searching until she finds what’s there to find.
Those 3–5 ops hours per list upload? Gone.
Every webinar, every event, every content syndication campaign generates a list that someone has to process. Mary handles the import, the cleanup, the enrichment, and the sync — automatically, every time, at any volume.
Enrichment at every touchpoint. Not just uploads.
Mary doesn’t just enrich lists in isolation. She enriches as part of every workflow — form fills, routing, lead screening. Your data gets better at every touchpoint, not just when someone remembers to run the enrichment job.
What is an AI marketing list upload?
AI marketing list upload is the process of dropping any raw marketing list — webinar export, trade show scan, content syndication file, cold outreach list — and having an AI agent import, clean, enrich, and sync it to your MAP automatically. Instead of a multi-day handoff between ops and enrichment tools, the whole job is one step: CSV in, clean records in your marketing database out.
How do you upload a marketing list with AI?
You drop the file — any format, any state. The AI reads whatever structure is there, standardizes the fields (geo, job titles, seniority, language), enriches missing data across multiple providers, and writes clean records directly to your Marketo, HubSpot, or Salesforce database. No column mapping, no manual cleanup, no CSV download-and-reimport loop.
How do you clean and enrich a marketing list automatically?
A clean-and-enrich pass has four steps: normalize fields (geo, titles, language), deduplicate against your existing database, run enrichment across a provider waterfall, and validate each record before accepting it. Mary does all four in one pass, then syncs directly to your MAP — so what lands is already clean, enriched, deduplicated, and ready to segment.
What’s the best way to process a webinar list?
Webinar lists are typically the messiest data marketing touches — fake companies, personal emails, duplicates from repeat registrants, titles in multiple languages. The best approach is full-pipeline processing: normalize, dedup, enrich, validate, sync. Mary handles the whole sequence from the raw Zoom or ON24 export overnight — 10,000 registrants cleaned and in Marketo before anyone logs on.
How do you keep a marketing database clean?
A clean marketing database is the output of data hygiene applied at every entry point — not a once-a-quarter cleanup project. That means normalizing and enriching at the point of upload, at the point of form fill, at the point of routing. Mary handles marketing data hygiene on every touchpoint, so bad data never makes it into the database in the first place.
What is marketing data hygiene?
Marketing data hygiene is the ongoing practice of keeping lead and account records accurate, complete, and deduplicated inside your marketing automation platform. It covers normalization (standard formats), deduplication (no duplicate records), enrichment (no missing fields), and validation (no bad emails). Mary automates marketing data hygiene at every entry point — uploads, form fills, routing, and enrichment workflows.
10,000 leads processed overnight.
Zero ops hours spent.
The list sitting in your Google Drive right now from last week’s webinar? Mary can have it cleaned, enriched, and in Marketo before your team logs on tomorrow morning.
That’s not a promise. That’s just what happens when you stop processing lists manually.
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