ForgeFlow / Case Study: Voice Cloning Revenue
Case Study - March 2026

Case Study: Voice Cloning Increased PPV Revenue by 340%

An established OnlyFans agency tested AI voice cloning on 5 creator accounts over 4 months. Pay-per-view revenue increased by 340%, fan retention improved, and the investment paid for itself within the first week. Here are the full numbers.

TL;DR

A UK-based agency managing 5 OnlyFans models added ForgeFlow voice cloning to their PPV strategy. Voice-accompanied PPV messages had a 34% purchase rate versus 10% for text-only. Over 4 months, total PPV revenue went from 14,000 EUR/month to 61,600 EUR/month - a 340% increase. Total cost: 725 EUR. Total additional revenue: 190,400 EUR.

Background: The PPV Plateau Problem

The agency (anonymized as "Agency V") is a UK-based operation managing 5 mid-tier OnlyFans creator accounts. Each account had between 800 and 2,500 active subscribers. The agency employed 6 chatters working in shifts to cover all accounts.

By late 2025, their PPV strategy had stagnated. They were sending text-based PPV messages (sometimes with a preview image) and seeing declining open and purchase rates:

MetricValue (Pre-Voice)
Monthly PPV sends (all accounts)~12,000
Average open rate28%
Average purchase rate10%
Average PPV price12 EUR
Monthly PPV revenue~14,400 EUR
Fan retention (month-over-month)62%

The agency had tried multiple approaches to improve PPV performance: different pricing, A/B testing caption styles, varying send times, and personalized mass messages. None moved the needle significantly. Open rates had been declining by roughly 2-3 percentage points per quarter as fans became desensitized to text-only PPV.

The hypothesis: Voice messages create a perception of personal, one-on-one attention. If a fan hears the creator's voice saying their name and teasing the content, they are far more likely to open and purchase than when reading generic text.

The Test Setup

Agency V ran a controlled test over 4 months. For each creator account, they split their subscriber list into two groups:

Voice cloning setup process

Results: Voice vs. Text PPV Performance

After 4 months of split testing across all 5 accounts, the data was clear:

MetricText-Only (Group A)Voice + PPV (Group B)Difference
Open rate26%63%+142%
Purchase rate10%34%+240%
Avg. tip after purchase1.20 EUR3.80 EUR+217%
Fan reply rate8%41%+413%
Unsubscribe rate (monthly)38%23%-39%

The purchase rate increase alone was striking, but the secondary effects were equally significant. Fans who received voice messages were far more likely to reply (starting a conversation that led to additional purchases) and far less likely to unsubscribe.

Revenue Impact Over 4 Months

Once Agency V confirmed that voice PPV outperformed text in the first month, they gradually shifted more subscribers to the voice group. By month 3, all PPV sends included voice messages.

MonthPPV Revenue% Voice SendsAvg Purchase Rate
Baseline14,400 EUR0%10%
Month 122,800 EUR50% (split test)19%
Month 238,500 EUR75%28%
Month 352,100 EUR100%32%
Month 461,600 EUR100%34%

The month 4 figure represents a 340% increase over the baseline. The continued growth from month 3 to month 4 was driven by improved fan retention - more subscribers staying meant a larger audience for each PPV send.

Why Voice Messages Work for PPV

Agency V's team identified several reasons why voice dramatically outperformed text for PPV:

Multi-Language Voice: The Multiplier Effect

Three of Agency V's 5 creators had international audiences. Using ForgeFlow's translation + voice combination, they sent voice PPV messages in the fan's native language.

Voice PPV purchase rates by language

LanguagePurchase RateAvg. Tip After Purchase
English (native)32%3.40 EUR
German (translated + cloned)38%4.60 EUR
Spanish (translated + cloned)36%4.10 EUR
French (translated + cloned)35%3.90 EUR

Non-English voice messages actually outperformed English ones. The agency's theory: fans in non-English markets are rarely addressed in their own language, so a voice note in German or Spanish felt exceptionally personal.

Cost Analysis

4-month financial summary

ItemAmount
ForgeFlow Voice Plan (5 models x 29 EUR x 4 months)-580 EUR
ForgeFlow Translation Plan upgrade (3 models x 40 EUR difference x 1 month)-120 EUR
Additional chatter time (~15 sec per voice PPV)-25 EUR (estimated)
Total cost-725 EUR
Additional PPV revenue (4 months cumulative)+190,400 EUR
Net return+189,675 EUR
ROI26,162%

The agency noted that the 15-second overhead per voice message was negligible. A chatter sending 50 PPV messages per shift spent an additional 12.5 minutes - easily absorbed into existing workflows.

Key Takeaways

Frequently Asked Questions

How much can voice messages increase OnlyFans PPV revenue?

In this case study, adding AI voice messages to PPV send-outs increased open rates by 2.4x and purchase rates by 3.4x compared to text-only PPV messages. The agency saw overall PPV revenue increase by 340% within 4 months across 5 creator accounts.

Do fans notice AI-cloned voice messages on OnlyFans?

In this study, the agency tracked fan complaints and unsubscribe rates after introducing voice messages. Complaint rates remained below 1%, and unsubscribe rates actually decreased by 15%. Fans responded positively to the perceived personal attention of receiving voice messages.

How does ForgeFlow voice cloning work for OnlyFans?

ForgeFlow clones a creator's voice from a 60-second audio sample. Chatters type a message, ForgeFlow translates it if needed, generates audio in the creator's cloned voice, and sends it as a voice note directly in the OnlyFans chat. The entire process takes a few seconds.

What is the ROI of voice cloning for OnlyFans agencies?

This agency spent 725 EUR on ForgeFlow voice cloning over 4 months (5 models at 29 EUR/month on the voice-only plan) and generated an additional 47,600 EUR in PPV revenue. That is an ROI of over 6,400%.

Can voice cloning work in multiple languages on OnlyFans?

Yes. ForgeFlow supports voice cloning in 15+ languages. The cloned voice speaks in the target language regardless of what language the chatter types in. This agency used voice messages in German, Spanish, and French with the same cloned voice for each creator.

Related Pages

German Agency Revenue Case Study Scaling to 10 Models Case Study Agency KPIs & Metrics Voice Cloning Guide How to Send Voice Messages

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