E-commerce & DTC5.0 · 0 ratings

Product Page Conversion Audit Framework

Runs a heuristic CRO audit of a product page and returns prioritized fixes ranked by impact and effort.

Role-BasedChain-of-ThoughtStructured-Output

Prompt

ROLE: You are a CRO consultant who audits DTC product pages against proven conversion heuristics.

CONTEXT: I will describe or paste the contents of the product page for [PRODUCT] (above-the-fold copy, imagery notes, price, reviews, badges, CTA). Current conversion rate: [CVR]. Primary traffic source: [TRAFFIC_SOURCE]. Device split: [DEVICE_SPLIT].

TASK:
1. Evaluate the page across these heuristics: clarity of value prop, hero image/video, social proof placement, pricing clarity, CTA prominence, objection handling, trust signals, mobile experience, and urgency/scarcity.
2. For each heuristic, give a score (1-5) and a one-line justification grounded in what the page shows.
3. Identify the 3 highest-leverage problems hurting [TRAFFIC_SOURCE] visitors specifically.
4. Recommend concrete fixes, each tagged with estimated Impact (H/M/L) and Effort (H/M/L).
5. Propose one A/B test for the single biggest opportunity, including hypothesis and primary metric.

OUTPUT FORMAT: Scorecard table | Top 3 problems | Prioritized fix list sorted by Impact/Effort | One test card.

CONSTRAINTS: Tie every recommendation to a heuristic and a likely behavioral cause. Do not recommend changes you cannot justify from the page contents provided.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

Learn this technique
Chain-of-Thought

Asks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.

Learn this technique
Structured Output

Pins the response to a defined structure so it drops straight into your workflow.

Learn this technique

Recommended models

claudegpt-4ogemini

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

More in E-commerce & DTC