> ## Documentation Index
> Fetch the complete documentation index at: https://docs.replo.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Prompting 101

> Practical prompting strategies for performance marketers using Replo to build high-converting landing pages and funnels that improve CAC/LTV ratios and maximize ROAS.

Replo turns campaign ideas into **ready-to-launch landing pages and funnels**. Describe what you want in plain language; Replo builds matching pages that align with your brand, product data, and checkout — so you can ship campaigns in minutes and start improving [CVR](/glossary#cvr) immediately.

***

## On this page

* [Why This Matters](#why-this-matters)
* [What is Prompting?](#what-is-prompting)
* [Why Prompting Impacts Performance](#why-prompting-impacts-performance)
* [Understanding How AI Thinks](#understanding-how-ai-thinks)
* [Core Prompting Principles: The C.L.E.A.R. Framework](#core-prompting-principles-the-clear-framework)
* [The Four Levels of Prompting](#the-four-levels-of-prompting)
  * [1. Structured "Training Wheels"](#1-structured-training-wheels)
  * [2. Conversational Prompting](#2-conversational-prompting)
  * [3. Meta Prompting](#3-meta-prompting)
  * [4. Reverse Meta Prompting](#4-reverse-meta-prompting)
* [Advanced Techniques](#advanced-techniques)
  * [Zero-Shot vs Few-Shot](#zero-shot-vs-few-shot)
  * [Ensuring Accuracy (Reduce Guesswork)](#ensuring-accuracy-reduce-guesswork)
* [Additional Prompting Tips](#additional-prompting-tips)
  * [Start with a Solid Campaign Brief](#start-with-a-solid-campaign-brief)
  * [Be specific, avoid vagueness](#be-specific-avoid-vagueness)
  * [Incremental prompting](#incremental-prompting)
  * [Include constraints and requirements](#include-constraints-and-requirements)
  * [Avoid ambiguity](#avoid-ambiguity)
  * [Mind your tone](#mind-your-tone)
  * [Use Replo's Modes Intentionally](#use-replos-modes-intentionally)
  * [Use formatting to your advantage](#use-formatting-to-your-advantage)
  * [Leverage examples or references](#leverage-examples-or-references)
  * [Using image prompts](#using-image-prompts)
  * [Feedback integration](#feedback-integration)
* [Applying These Strategies in Replo](#applying-these-strategies-in-replo)
* [Summary](#summary)
* [Next Steps](#next-steps)

***

## Why This Matters

These strategies come from performance marketers shipping campaigns that move the needle on [CAC](/glossary#cac), [ROAS](/glossary#roas), and [LTV](/glossary#ltv). Replo is trained on pages that actually convert — good prompts help you build faster and test more.

**The performance impact:**

Let's say you're running paid social at \$45 [CAC](/glossary#cac) with a generic product page converting at 2%. If you prompt Replo to build a dedicated landing page with message-match and a single clear offer, you might see [CVR](/glossary#cvr) jump to 4-6%. That's a 2-3x improvement — which drops your [CAC](/glossary#cac) to \$22-30 while spend stays constant.

***

## What is Prompting?

**Prompting** is how you tell Replo what to build — landing pages for paid traffic, sales funnels for new offers, seasonal promos, product launches, and re-engagement campaigns. Clear prompts lead to pages that **match your ad creative**, connect to your product catalog, and align with your conversion funnel.

***

## Why Prompting Impacts Performance

Sharp prompts are the difference between "a page" and **a page that improves unit economics**. With the right guidance, Replo can:

* Generate **message-matched landing pages** for each ad set (improves [CTR](/glossary#ctr) → [CVR](/glossary#cvr) flow).
* Launch **high-converting funnel templates** based on proven performance patterns.
* Build **fast, mobile-optimized pages** that reduce bounce rates and protect [CVR](/glossary#cvr).

**Example scenario:**

You're testing three new Meta ad creatives for a supplement launch. Instead of sending all traffic to your homepage (2% [CVR](/glossary#cvr)), you prompt Replo to build three dedicated landing pages — one for each creative — with matching headlines, visuals, and offer structure. Each page converts at 5-7% because the message is consistent from ad to page. Your [CAC](/glossary#cac) drops from \$50 to \$28, and you can scale spend profitably.

***

## Understanding How AI Thinks

Replo follows your instructions literally. Be clear about **what to build**, **what to avoid**, and **what success looks like**. Short sections, simple language, and direct requests work best.

Think of it like briefing a designer or developer — the more context you provide about your campaign goal, target audience, and conversion objective, the better the output.

***

## Core Prompting Principles: The C.L.E.A.R. Framework

* **Concise** — Say exactly what you want in a few lines.
* **Logical** — Organize requests as bullets or numbered steps.
* **Explicit** — State must-haves (e.g., "single CTA," "message-match with ad," "bundle offer").
* **Adaptive** — Iterate in small steps: ask for edits, not complete rebuilds.
* **Reflective** — Track what works; reuse winning prompts across campaigns.

***

## The Four Levels of Prompting

### 1. Structured "Training Wheels"

Use labeled sections when the campaign is complex or you're testing something new.

```text theme={null}
Context: Create a product launch landing page for paid social traffic.
Goal: Improve CVR from 2.5% to 5%+ to bring CAC under $40.
Task: Build a page that matches my Meta ad creative and highlights the bundle offer.
Guidelines: Include hero with social proof, 3-benefit section, before/after visuals, single "Add to Cart" CTA.
Constraints: Do not add pricing table or comparison chart. Use existing product data and Shopify checkout.
```

**Why this works:** You've told Replo the business goal ([CVR](/glossary#cvr), [CAC](/glossary#cac)), the traffic source, and the conversion objective. The output will be optimized for performance, not just aesthetics.

### 2. Conversational Prompting

Talk to Replo like a teammate — still clear and complete.

```text theme={null}
Let's build a Black Friday landing page. Match my "40% Off Sitewide" creative and keep one main CTA.
Add a hero with urgency (countdown timer), a grid of bestsellers, testimonials, and a trust section.
Keep the layout simple and fast on mobile — we're driving TikTok traffic and bounce rate is high.
```

**Why this works:** You've provided context (Black Friday, TikTok traffic, bounce rate concern), creative direction (match the ad), and conversion focus (single CTA, urgency).

### 3. Meta Prompting

Ask Replo to improve your prompt before building.

```text theme={null}
Review this prompt and make it clearer and more specific. Flag any missing info:
"Build a landing page for a welcome offer with social proof and an email capture."
```

Replo might respond:

> Missing: What's the offer? Who's the audience? What's the traffic source? What should social proof emphasize (reviews, UGC, testimonials)? What's the post-capture action?

**Why this works:** You get a stronger prompt before investing time in building. Use this when you're unsure how to structure a new campaign type.

### 4. Reverse Meta Prompting

Capture what worked so you can reuse it across campaigns.

```text theme={null}
Summarize the final supplement launch page we shipped yesterday and draft a reusable prompt I can use for the next product launch.
```

Replo might generate:

> **Reusable Launch Page Prompt:**\
> Build a product launch page for \[PRODUCT\_NAME] targeting paid social traffic. Include hero with product shot + headline, 3-benefit section with icons, testimonials (3-5), ingredient/feature callouts, single CTA ("Shop Now"). Match ad creative tone. Optimize for mobile, target 5%+ CVR.

**Why this works:** You're building a library of prompts that already drove results. Reuse them to ship faster and maintain consistency.

***

## Advanced Techniques

### Zero-Shot vs Few-Shot

* **Zero-shot:** Give a direct request when the task is common (e.g., "Build a product page with testimonials and a single CTA").
* **Few-shot:** Add one or two mini-examples to lock the style, format, or tone you want.

**Example (few-shot for headline style):**

```text theme={null}
Headline style: "Clear outcome + social proof" → "Join 10,000+ customers who cut their CAC by 30%."
Now write 3 headline options for a subscription welcome page targeting first-time buyers from paid social.
```

**Example (few-shot for offer structure):**

```text theme={null}
Offer format: "Discount + urgency + benefit" → "Save 25% today and get free shipping — offer ends Sunday."
Now draft 3 offer variations for a Mother's Day gift bundle.
```

**Why this works:** Few-shot prompting gives Replo a pattern to follow. You'll get consistent, on-brand output across campaigns.

### Ensuring Accuracy (Reduce Guesswork)

Ground Replo with **the assets and facts you already have**:

* Point to the **ad creative** to match messaging and visual style (improves [CTR](/glossary#ctr) → [CVR](/glossary#cvr) consistency).
* Reference **existing templates** or **campaign types** that already converted well.
* Specify **traffic source** (Meta, TikTok, Google) so Replo optimizes for that audience.
* Confirm **product data** and **checkout integration** are connected so the funnel works end-to-end.

**Example:**

```text theme={null}
Use my Meta ad creative titled "Summer Sale Hero" as the visual reference.
Match the headline tone and color palette.
Traffic is coming from a retargeting campaign (warm audience, 60-day window).
Product: "Essential Skincare Bundle" — pull from Shopify, price is $88.
Single CTA: "Claim Your 30% Off" → Shopify checkout.
```

**Why this works:** You've eliminated guesswork. Replo knows the source, the audience temperature, the product, and the conversion action. The result will be tightly aligned with your funnel.

***

## Additional Prompting Tips

### Start with a Solid Campaign Brief

Give Replo the essentials up front — goal, audience, assets, and constraints:

```text theme={null}
Goal: Collect emails for pre-launch waitlist; target 15%+ capture rate.
Audience: Cold traffic from TikTok ads (18-34, interested in clean beauty).
Assets: "Glow Up" ad creative; hero image; 3 founder story testimonials.
Must-haves: Countdown to launch, 3-benefit list, trust badges (cruelty-free, vegan).
Offer: First 500 signups get 20% off at launch.
Out of scope: No product pricing, no checkout, no upsells.
```

**Why this works:** Replo has everything needed to build a high-converting pre-launch page. You've specified the conversion goal (email capture rate), the audience, and the offer structure.

### Be specific, avoid vagueness

Vague prompts lead to generic output. Be direct about what needs to change.

```text theme={null}
Bad: "Make this page better."

Good: "Tighten the hero copy to one sentence, surface the top 3 benefits as icon bullets, and move testimonials above the fold to improve trust signals early."
```

**Performance impact:** Specific prompts save iteration time. If your [CVR](/glossary#cvr) is stuck at 3% and you know the issue is weak social proof placement, tell Replo exactly what to fix.

### Incremental prompting

Ship in small steps and keep what works. Don't rebuild the entire page — iterate on the sections that matter.

```text theme={null}
Step 1: Build hero section with headline, subhead, and CTA.
Step 2: Add 3-benefit section below hero.
Step 3: Add testimonials and trust badges.
Step 4: Add FAQ and urgency countdown.
```

**Why this works:** You can test each section's impact on [CVR](/glossary#cvr) and pause if something breaks. Incremental prompts also make it easier to A/B test individual elements (hero vs testimonials vs urgency).

### Include constraints and requirements

Tell Replo what NOT to do. Constraints prevent scope creep and keep pages focused.

```text theme={null}
Add urgency with a countdown timer (ends Sunday 11:59 PM EST).
Keep one CTA throughout the page: "Add to Cart."
Do not add a pricing comparison table.
Do not add related product recommendations.
```

**Why this works:** Single-CTA pages convert better for paid traffic. By constraining Replo, you're enforcing best practices that protect [CVR](/glossary#cvr).

### Avoid ambiguity

Ambiguous prompts lead to misaligned output. Be explicit about placement, copy, and behavior.

```text theme={null}
Ambiguous: "Add an email capture somewhere."

Clear: "Place an email capture form directly under the hero section. Single field (email), placeholder text: 'Enter your email.' Button text: 'Get 15% Off.' Include a privacy note below: 'We respect your inbox.'"
```

**Why this works:** You've specified placement, copy, and trust signals. The result will match your conversion objective.

### Mind your tone

Polite, direct prompts tend to be clearer and easier for Replo to parse.

```text theme={null}
Please don't modify the headline or hero image. Focus only on the testimonials section — swap in testimonial #3 and increase font size by 2pt.
```

**Why this works:** You've been explicit about what to preserve and what to change. This prevents unintended edits that could hurt [CVR](/glossary#cvr).

### Use Replo's Modes Intentionally

Replo has two modes for building content:

* **Chat Mode** — Generate content from scratch using prompts, screenshots, or product references. Use this to create new landing pages, match ad creatives, or build campaign pages quickly.
* **Edit Mode** — Click directly into elements on your page to modify text, styling, layout, or product connections. Use this for quick edits and refinements after the initial build.

**Example workflow:**

1. **Chat Mode:** "Build a landing page for a supplement launch targeting gut health. Audience is 25-45, health-conscious, from Meta ads. Include hero with product shot, 3-benefit section, testimonials, FAQ, single 'Shop Now' CTA."
2. **Replo generates the page.** Review the structure and messaging.
3. **Edit Mode:** Click into the testimonials section, swap testimonial #2 for #3, adjust CTA button color to brand red.
4. **Publish and track [CVR](/glossary#cvr).**
5. **Iterate based on performance:** If [CVR](/glossary#cvr) is strong (4%+), reuse this structure for the next product launch.

### Use formatting to your advantage

Number your steps and list your requirements clearly. Replo will mirror your structure.

```text theme={null}
1. Hero section: headline + subhead + CTA
2. Benefits section: 3 icons with short descriptions
3. Social proof: 5 testimonials in a grid
4. FAQ: 4 questions, collapsed accordion format
5. Final CTA: same as hero CTA
```

**Why this works:** Numbered lists are easier for Replo to parse and execute. You'll get exactly what you asked for, in the order you specified.

### Leverage examples or references

Point to a past campaign, a competitor page, or a template you like — ask Replo to **match the structure or style**.

```text theme={null}
Reference: Our "Spring Sale 2024" landing page (converted at 6.8%).
Match the layout structure (hero, 3-benefit grid, testimonials, FAQ, CTA).
Update the offer to "Summer Sale — 35% Off" and swap in new product images.
```

**Why this works:** You're reusing a proven structure that already converted well. This reduces risk and speeds up iteration.

### Using image prompts

Upload an ad creative or design reference and ask Replo to **create a matching page in one click**.

```text theme={null}
Use this ad image to build a matching landing page: same headline tone, color palette, and product emphasis.
Include a 3-benefit section (hydration, anti-aging, glow), testimonials, and a single "Add to Cart" CTA.
Optimize for mobile — this is TikTok traffic.
```

**Performance impact:** Message-matched pages convert 2-4x better than generic product pages. If your ad says "Get glowing skin in 7 days," your landing page should lead with the same promise.

### Feedback integration

Iterate on what's working and fix what's not. Use specific feedback to refine pages without starting over.

```text theme={null}
Good: The offer and urgency are clear.
Needs work: Benefits copy is too long — cut each to one sentence. Swap in testimonial #2 (mentions results in 2 weeks, which matches our ad claim). Increase CTA button size by 20% and change color to brand red.
```

**Why this works:** You're preserving what's working (offer, urgency) and fixing specific issues (copy length, social proof alignment, CTA visibility). Small iterations protect [CVR](/glossary#cvr) while improving weak spots.

***

## Applying These Strategies in Replo

Replo's features are designed to help you ship high-converting campaigns faster:

* **Chat Mode** — Describe your campaign goal, audience, and offer; Replo generates a matching page. Upload ad creatives or screenshots to create message-matched landing pages in minutes.
* **Edit Mode** — Click into any element to modify text, styling, or product connections. Make quick refinements without rebuilding from scratch.
* **Product References** — Connect pages directly to your Shopify product catalog. Replo pulls in real product data (images, prices, variants) automatically.
* **Brand Library** — Set your colors, fonts, and styles once; every page you generate matches your brand automatically.
* **Integrations** — Connect your tracking pixels (Meta, TikTok, Google) once; Replo ensures proper firing without duplicates or broken attribution.
* **Speed Optimization** — Replo builds fast, mobile-optimized pages that reduce bounce rates and protect [CVR](/glossary#cvr).

**Example workflow:**

1. You're launching a Q4 promo for a skincare brand. Current product page converts at 2.8% with [CAC](/glossary#cac) at \$52.
2. **Chat Mode prompt:** "Build a Black Friday landing page. Match my '40% Off Sitewide' Meta ad creative. Include hero with countdown, 3-benefit section, testimonials, FAQ, single CTA. Optimize for mobile."
3. **Replo generates the page in 5-10 minutes.** You review the structure.
4. **Edit Mode refinements:** Click into testimonials section, swap in different reviews, adjust CTA button size.
5. **Publish and test.**
6. **Result:** Page converts at 6.1% (2.2x improvement). [CAC](/glossary#cac) drops to \$24. You scale spend from \$5K/day to \$15K/day while staying profitable.

***

## Summary

* Keep prompts **short, direct, and goal-oriented** — include campaign context, audience, and conversion objective.
* Build in **small steps** and iterate based on performance data ([CVR](/glossary#cvr), bounce rate, [CAC](/glossary#cac)).
* Use **Chat Mode** to generate pages from prompts or ad creatives, then **Edit Mode** to refine and optimize.
* **Track performance** and reuse winning prompts across future campaigns.

***

## Next Steps

Great prompts unlock **faster builds, higher CVR, and lower CAC**. Start with clear campaign goals, tell Replo what you need in plain language, and iterate based on what converts.

**What to do next:**

1. **Try the [Prompt Library](/prompt-engineering/prompt-library)** — Explore ready-to-use prompts for common campaign types (product launches, seasonal promos, subscription funnels).
2. **Explore [Prompting Replo](/prompt-engineering/prompting-replo)** — Learn Replo-specific techniques for building pages, using templates, and integrating with your stack.
3. **Ship a campaign** — Pick a high-priority ad set, write a clear prompt, and build a matching landing page. Track [CVR](/glossary#cvr) and iterate.

Your ads stay matched, your funnels stay intact, and your team ships faster.