Messages that don't feel AI.
Two-stage pipeline: structured draft + humanizer. The humanizer strips AI-slop (no “unleash”, no “cutting-edge”, no em-dashes). Output sounds like you, not like ChatGPT.
Two passes. Zero slop.
First we generate. Then we humanize. Then we check against a blacklist of 30+ AI tells. Retry up to twice if anything slips through.
Structured draft
System prompt includes your offer, ICP, tone, hook style, and the lead's full audit. Output: hook → proof → bridge → CTA. Channel-specific length.
Anti-slop humanizer
Second LLM rewrites for human rhythm: vary sentence length, add contractions, kill em-dashes, strip corporate-speak. Stamps your voice on top.
Blacklist + retry
30+ banned terms across EN+IT (“innovative”, “cutting-edge”, “unleash”). If found, retry humanizer up to 2×. Output is shown to you only after passing.
The slop you don't want.
Both messages came from the same prompt. Maplo's humanizer is the difference between “marked as spam” and “marked as read”.
Dear Sir or Madam, I hope this message finds you well. We are reaching out to discuss innovative, cutting-edge solutions that can transform your business and unlock new opportunities — leveraging our best-in-class expertise to deliver next-level results. We would be pleased to schedule a call at your earliest convenience. Best regards,
Hi James, saw The Baker's Yard on Maps. 218 reviews and 4.6★, nice work. Quick one — your WordPress site is from 2014, takes 4.2s on mobile. Is that hurting bookings? We build mobile-first sites for bakeries in 14 days. Want me to send 2 real examples?
One lead, three native messages.
Each channel has its own length, tone, and structure. Maplo generates all three from the same lead + profile data.
Hi James — saw The Baker's Yard on Maps. The 2014 WordPress site might be costing you mobile customers. Quick demo?
Subject: Quick question about The Baker's Yard Hi James, ran a quick audit on your site. WordPress 2014, no SSL, 4.2s mobile load. New visitors are likely bouncing. We build mobile-first sites for bakeries in 14 days, with two real case studies I can send. Open to a 15-min call this week?
Hi James, came across The Baker's Yard via Maps — impressive reviews. Noticed the site is from 2014. Curious: is mobile traffic still converting? Happy to share a quick audit if useful.
The details that get replies.
Audit-driven, not template
Each message uses the lead's actual builder, year, mobile-readiness, page-speed. No interchangeable templates.
Voice-matched to you
Setup wizard captures tone, hook style, sample message. Output sounds like you wrote it on a good day.
30+ slop terms banned
“Innovative”, “cutting-edge”, “game-changer”, “best-in-class”, “unleash”. All blacklisted. Retry until clean.
Editable before send
Output lands in a textarea. Tweak before sending. Word count + slop warning live as you edit.
We've heard it before.
The honest answers to the concerns that keep teams on the fence.
Common questions.
- 01
Do messages sound generic?
No. Every message uses the lead's actual audit data + your voice profile. Generic openers are banned by the blacklist.
- 02
How long does generation take?
3-5 seconds per message. Two LLM calls (draft + humanize) plus blacklist check.
- 03
Can I see the pre-humanized draft?
Not in the UI — but regenerate to see variation. The pipeline is opinionated for output quality.
- 04
What languages are supported?
EN and IT at launch. ES, FR, DE coming Q1 2026. The humanizer is language-aware.
- 05
Can I bulk-generate for many leads?
Yes — Hunter tier supports bulk-generate from a hunt or saved list. Generate 50 messages in one click.
Stop sounding like AI. Start getting replies.
100 leads/month forever. No credit card required. Cancel anytime.
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