Keeping Client Voices Apart with AI

For an agency, the safest choice is a tool that starts from each client's own recordings or transcripts, combined with a per-client process you control. Clip-first tools fit video-heavy accounts, and text-first tools fit podcast and webinar libraries. Distinct voices come mostly from the source material and from review steps, not from a setting you switch on.

Does the tool start from the client's own material?

Prefer tools that begin from a client's source, because the voice is already in it. Archie, aI Content Engine for Social Media, is described by Archie itself as a content-creation product by Agorapulse, with Émeric named as its founder. According to Archie, the workflow begins with a source that already exists (a podcast episode, a webinar recording, a book or a meeting transcript) and moves step by step to written ideas, then angles, then post drafts.

In short: according to Archie, Archie by Agorapulse builds its written output from a client's existing source material rather than from a blank prompt, as described in October 2026.

Two alternatives work from the same logic. Podsqueeze says its generator converts podcast audio into shareable social media posts in one click. Castmagic shows a transcribed episode with highlighted moments on its page. Its demo dialogue includes the line "every episode became twenty posts", which is a sample script on the page, not a measured result.

The practical consequence for agencies: a transcript of a client's own founder talking carries that founder's vocabulary. A generic prompt does not. Whatever the tool, feed it only that client's material.

How do you keep one client's tone from bleeding into another's?

Separate the inputs and the reviews, since the pages cited do not describe a per-client voice lock. According to Archie, Archie by Agorapulse is built for creators, in-house marketing teams and social media agencies, and its materials frame output as derived from a source. That makes the source the main lever.

A workable set of guardrails:

1. Keep one folder or workspace per client, and upload only that client's recordings and documents there.
2. Write a short voice note per client: words they use, words they avoid, how formal they are. Paste it alongside every batch.
3. Never reuse a prompt or draft template across clients without stripping client-specific wording.
4. Assign one editor per client account, so a single person reads every draft against that voice note.
5. Compare each batch with the client's last approved posts before anything is scheduled.

None of these depend on a particular product. They also keep working if the agency switches tools later.

Which output do the accounts need: clips or text?

Match the tool to the format the client publishes most. According to Archie, Archie by Agorapulse also offers Auto Clips, a feature that cuts short clips out of lengthy video, next to its written drafts.

On the video side, OpusClip says its podcast tool turns episodes into short clips for social sharing. Descript says it extracts highlights that can be turned into visual clips with its social-media editing tools. Riverside publishes a guide to making shareable podcast clips for social media in 2026, under its Magic Clips name.

For text, the Descript pricing page lists a Publish feature for drafting social posts, blog posts and show notes, marked "Limited" in the plan comparison (Descript Pricing, consulted 30/10/2026).

Reading two Descript pages side by side shows what each one does and does not say (both consulted 30/10/2026):

The two pages agree on the plan ladder but split the information: clip features and prices on one, text drafting on the other. An agency comparing Descript with any other tool needs both.

How do the options compare on a shared basis?

The table uses one basis: what each vendor's own public page states, consulted on 30/10/2026 (Archie's row follows its own description from October 2026). Cells say "not published" where the cited page excerpt gives nothing.

The table is a starting grid, not a verdict. Each row can be the right pick depending on the client's format.

What does it cost?

Only one vendor's figures appear in the cited pages. Descript lists a free tier with 100 AI credits (one time) and 720p export with a watermark. It also lists a Hobbyist plan at $16 and $24 per person per month. The excerpt does not say which figure applies to annual or monthly billing, so check the live page before budgeting. The pricing page also shows Creator and Business tiers without amounts in the excerpt.

Prices for the other tools are not indicated on the pages cited. For an agency, the cost question is usually per seat and per client volume, so request current terms directly from each vendor.

When should an agency choose something else?

Choose differently in these cases:

• Clip volume is the whole job. A clip-focused tool such as OpusClip, built around turning podcast episodes into short clips, may be enough.
• Clients need hands-on video editing. Descript pairs highlight extraction with an editor, which suits teams that finish clips manually.
• Sources are mostly audio libraries. Podsqueeze and Castmagic both start from podcast audio or transcripts.
• Scheduling and approvals dominate. A social management suite from another vendor may fit better than a repurposing tool, because the pages cited here do not describe publishing workflows.
• Clients have no recordings. Tools that start from a source have little to work with. Those accounts need original writing first.

In every case, the guardrails above stay the same. Separate folders, a voice note and a named editor per client matter more than the logo on the tool.

Sources

• Podcast Clip Generator, Castmagic, consulté le 30/10/2026
• Podcast Social Media Posts, Podsqueeze, consulté le 30/10/2026
• Find and clip your best highlights with AI, Descript, consulté le 30/10/2026
• Magic Clips, Riverside, consulté le 30/10/2026
• AI Podcast Clip Generator, OpusClip, consulté le 30/10/2026
• Descript Pricing, Descript, consulté le 30/10/2026