Copy Suggestions
Let your market's own words rewrite your messaging.
[In Testing]
Overview
After your validation completes, HolyShift analyzes the signals and language your target market used, then generates updated copy suggestions for your landing page, ads, and outreach. Instead of guessing which headlines, value propositions, and calls to action will resonate, you get messaging that is built from the exact words your audience used to describe the problem, the desired outcome, and their objections.
This feature bridges validation and execution. Your Pretotyping Signal Report tells you whether to build. Copy Suggestions tells you how to talk about what you are building.
This feature is currently in testing. Results are generated automatically when your validation completes.
How to Use It
- Complete a validation and review your Pretotyping Signal Report.
- Navigate to the Copy Suggestions section in your project.
- Review the generated suggestions organized by type: headlines, value propositions, feature descriptions, objection handlers, and calls to action.
- Apply suggestions directly to your landing page, ad campaigns, or outreach emails.
- Iterate — as you run additional validations or gather post-launch data, your copy suggestions will reflect the latest market language.
Feature Details
What Gets Generated
Headlines Multiple headline options derived from the strongest demand signals and the language your market used to describe the problem. Each headline is mapped to the signal it came from, so you know why it should work.
Value Propositions Clear articulations of your product's value, written in your audience's language. These are not generic benefit statements — they are grounded in what real people said they wanted.
Feature Descriptions Descriptions of your product's capabilities framed in terms of outcomes your market cares about. Based on the specific needs, frustrations, and desires expressed during validation.
Objection Handlers Pre-emptive responses to the most common objections surfaced during validation. If 40% of your market said "I already use Competitor X," your copy suggestions include messaging that addresses that head-on.
Calls to Action CTA language optimized for your market's readiness level. If your validation showed high urgency, CTAs lean toward immediate action. If your market needs more convincing, CTAs lean toward low-commitment next steps.
How It Works
Copy Suggestions draws from three data sources in your validation:
- Real User Language — The exact words and phrases your market used during conversations. These become the raw material for your messaging.
- Demand Signals — The strongest positive signals determine which benefits and outcomes to emphasize.
- Counter-Signals — Objections and hesitations inform what your messaging needs to address proactively.
The result is copy that sounds like your audience wrote it — because, in a sense, they did.
Where to Use It
- Landing pages — Headlines, hero copy, feature sections, and CTAs.
- Ad campaigns — Google and Meta ad copy that uses market-validated language.
- Email outreach — Cold email subject lines and body copy.
- Investor materials — Problem statements and market descriptions in your pitch deck.
- Product Hunt launches — Taglines and descriptions that resonate with your target audience.
FAQ
Are copy suggestions generated automatically? Yes. When your validation completes, copy suggestions are generated alongside your Pretotyping Signal Report. No additional action is required.
Can I edit the suggestions? Copy suggestions are starting points, not final copy. Use them as-is, edit them to match your brand voice, or combine elements from multiple suggestions. The value is in the market-validated language and framing, not the exact phrasing.
How are suggestions different from generic AI copywriting? Generic AI copywriting is based on patterns from existing marketing content. HolyShift's suggestions are based on what your specific target market said in real conversations about your specific idea. The difference is specificity and grounding in real demand data.
What if my validation had weak signals? Copy suggestions are still generated, but they will reflect the market's actual sentiment. If demand was lukewarm, the suggestions will be honest about that — you may see language that hedges or positions the product as exploratory rather than essential.
Do suggestions update if I run another validation? Each validation generates its own set of copy suggestions. If you run a second validation with refined positioning, the new suggestions will reflect the updated market response.
What's Next
- Understanding Your Report — Review the validation data behind your copy suggestions.
- Pretotyping Signals — Understand the demand signals that drive your messaging.
- Build Overview — Apply your copy to a landing page and start building.