PrePublish vs RetentionYT
The two tools that do the same job at the same stage: read a draft you already wrote, name the passages likely to lose viewers, and hand back a rewrite. Here is where they actually differ.
Updated 2026-09-10
| Feature | PrePublish | RetentionYT | Winner |
|---|---|---|---|
| Audits a script you already wrote | Yes, the whole product | Yes, the whole product | Tie |
| Rewrites the flagged passages | Copy-paste, per passage | AI rewrite, preserves voice | Tie |
| Re-audit after edits | Re-run the script | Re-audit, compares revisions | RetentionYT |
| YouTube policy pre-flight | Yes, cites YouTube's own page | Not advertised | PrePublish |
| Video or audio upload with transcription | Yes, up to 5GB | Transcript import only | PrePublish |
| First full check without an account | Yes, no login | Registration required | PrePublish |
| Free tier allowance | Scores + top flagged issue | 2 audits, 1 rewrite / month | Tie |
| Paid price | $19/mo, or $200/yr | $190/yr (their "15.83/mo") | RetentionYT |
| Paid audit allowance | Per-day allowance | 30/mo, 90-day rollover | Tie |
| Team seats | None | 2 on Creator, 5 on Pro | RetentionYT |
| Competitor caption audits | No | 10/mo Creator, 50 Pro | RetentionYT |
| Claims to predict published retention | No, stated in the report | No, they publish a disclaimer | Tie |
The Verdict
Closest like-for-like in the category. RetentionYT is cheaper on the annual headline and gives you two team seats; PrePublish adds a YouTube policy pre-flight, accepts video and audio uploads, and lets you run the first check without an account.
This is the one comparison on this site where the products genuinely overlap. Both read a finished script rather than a published video, both score the hook and pacing, both flag the passages most likely to lose attention, and both return rewrites for those passages rather than rewriting everything. Neither claims to measure real retention, and both say so in writing, so honesty is not a differentiator here.
The real differences are shape rather than quality. RetentionYT publishes annual pricing: free with 2 script audits and 1 AI rewrite a month, Creator at $190 a year which their page labels "15.83/mo equivalent" with 30 audits a month that roll over for 90 days, 50 rewrites, 2 team seats and 10 competitor caption audits, then Pro at $490 a year. PrePublish is $19 a month or $200 a year for one account, with a generous per-day allowance rather than a monthly bank, no seats, and no competitor-caption feature.
What PrePublish has that RetentionYT does not advertise: a policy pre-flight that reads the draft against YouTube's published advertiser and monetisation guidelines and links the official page for each category it flags, uploads of video or audio that get transcribed and then analysed, and a first full check that runs with no account and no card. What RetentionYT has that PrePublish does not: two seats on the paid tier, an explicit monthly audit bank with rollover, competitor caption audits, and a lower annual price by about ten dollars a year.
If you write for one channel and want the cheapest recurring audit with a bank of credits, they are the better buy. If you want the policy read, want to hand in a video file instead of text, or want to try the real output before creating any account, this one fits better.
- A policy pre-flight on the same pass: which YouTube advertiser and monetisation categories the script may touch, each citing YouTube's own published page
- Upload a video or audio file up to 5GB and have it transcribed, instead of pasting text only
- The first full check runs with no account and no card, so you see real output on your own script before deciding anything
- Monthly billing exists at $19, so you can stop after one month without an annual commitment
- An MCP server at mcp.prepublish.ai, so the audit runs inside Claude, ChatGPT or any MCP client
- Cheaper on the annual headline: $190/year against $200/year
- Two team seats on the paid tier, which PrePublish does not offer at all
- A monthly audit bank with 90-day rollover, better suited to bursty production
- Competitor caption audits, 10 a month on Creator, which PrePublish has no equivalent for
- Explicit score comparison across revisions of the same script
Real-World Scenarios
You write for one channel and publish weekly
RetentionYTThirty audits a month with rollover is more than a weekly publisher needs, and their annual price is marginally lower. Unless you want the policy read or upload video files, the cheaper recurring cost is the sensible call.
Your script touches money, health or anything advertisers avoid
PrePublishThis is the clearest split. PrePublish reads the draft against YouTube's published advertiser and monetisation guidelines and links the official page for every category it flags, so you can fix phrasing while it is still text. RetentionYT does not advertise a policy check.
You want to test a tool before creating an account
PrePublishPrePublish runs a full check with no login and no card, so you judge the output on your own script first. RetentionYT's free tier is generous at two audits a month, but you register before you see it.
A writer and an editor both need access
RetentionYTRetentionYT includes two seats on Creator and five on Pro. PrePublish has no seat concept, so two people means two subscriptions. If shared access matters, that decides it.
You already recorded and only have the audio
PrePublishPrePublish accepts video and audio up to 5GB, transcribes it and analyses the transcript, which is useful when the script only exists as something you said. RetentionYT works from imported transcripts, so you would transcribe it elsewhere first.
- Creators whose topics carry monetisation risk
- Anyone who wants to see real output before signing up
- Writers who work from recorded audio as well as text
- People who want the audit inside their AI assistant
- Anyone who prefers month-to-month billing
- Single-channel creators optimising recurring cost
- Writer-plus-editor pairs who need shared access
- Bursty production schedules that benefit from banking audits
- Creators who want competitor caption analysis in the same tool
- Anyone who tracks score changes across script revisions
Frequently Asked Questions
Which one is cheaper?
RetentionYT, by about ten dollars a year. Their Creator plan is $190 a year, which their pricing page labels "15.83/mo equivalent". PrePublish is $200 a year, or $19 month to month. Both figures were read from the vendors' own pages on 2026-09-10. The gap is small enough that price should probably not decide this: the policy pre-flight, video upload, team seats and audit banking are all larger differences than eighty-four cents a month.
Do either of them actually predict my retention?
No, and both say so. PrePublish returns a relative script-hold risk map over your draft and states that it is not a forecast of published retention. RetentionYT publishes an AI disclaimer saying its retention scores are script-quality estimates that do not guarantee YouTube performance and are not sourced from YouTube Studio, YouTube Analytics or any real audience data. Their marketing does show illustrative percentages like "Est. Retention: 88% at 15s", which is a presentation choice rather than a measurement. Treat any number from either tool as a comparison inside your own draft.
How do the audit allowances compare?
They are different shapes. RetentionYT gives 30 audits a month on Creator, unused ones roll over for up to 90 days, plus 100,000 words a month and 50 AI rewrites. PrePublish uses a per-day allowance rather than a monthly bank, so a heavy week is fine but you cannot save an unused month. If your production is bursty, banking suits you; if it is steady, a daily allowance is simpler.
Can I use both?
Yes, and on the same draft they will not always agree, which is informative. Where two independent readings both flag the same passage, that passage is worth rewriting. Where they disagree, read the passage yourself before changing anything. Both offer a free tier, so running one script through each costs nothing except the account RetentionYT asks for.
What does PrePublish have that RetentionYT does not?
Three things, verified against their pages on 2026-09-10: a YouTube policy pre-flight that names the advertiser and monetisation categories a script may touch and links YouTube's own page for each; video and audio upload up to 5GB with transcription, rather than transcript import only; and a first full check that runs with no account and no card. There is also an MCP server at mcp.prepublish.ai, so the audit can run inside Claude, ChatGPT or another MCP client.
What does RetentionYT have that PrePublish does not?
Team seats, which PrePublish does not offer in any form: two on Creator, five on Pro. A monthly audit bank with 90-day rollover. Competitor YouTube caption audits, ten a month on Creator. Explicit score comparison across revisions of the same script. And a slightly lower annual price. If any of those decide it for you, they are the better choice and this page is not going to pretend otherwise.
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