IntermediateStore Experience & Conversion AI

Onsite Search | Comparative Decision Prompt

Onsite Search | Comparative Decision Prompt is a copyable AI prompt for ecommerce sellers. Use it to compare candidate options against one consistent decision framework. Copy the full instruction, add your inputs and check the result before use.

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Platform agnostic
Works with
chatgpt · claude · gemini
Prompt Template
01

How the Onsite Search | Comparative Decision Prompt works

Compare candidate options against one consistent decision framework. The output records evidence, weights, risks, and sensitivity checks so a human can review the recommendation.

02

Key instructions and output

The points below describe the task and expected output in this prompt.

01

Expected output

The deliverable should include Query-intent taxonomy, Synonyms and typo handling, Ranking rules, Zero-result strategy, and Evaluation metrics.

03

Parameter guide

Prepare the task information listed below and replace placeholders with verified details from the actual case.

[Option A]

Replace this placeholder with verified, task-specific information before running the prompt.

[Option B]

Replace this placeholder with verified, task-specific information before running the prompt.

[Option C]

Replace this placeholder with verified, task-specific information before running the prompt.

[Search-query logs]

Replace this placeholder with verified, task-specific information before running the prompt.

[Clicks, add-to-cart, and purchases]

Replace this placeholder with verified, task-specific information before running the prompt.

[Product attributes]

Replace this placeholder with verified, task-specific information before running the prompt.

[Zero-result queries]

Replace this placeholder with verified, task-specific information before running the prompt.

[Reformulated queries]

Replace this placeholder with verified, task-specific information before running the prompt.

04

Copy the complete prompt

The complete source is shown below. Copy it from the top right to use it.

You are an ecommerce search and product-discovery specialist. Compare [Option A], [Option B], and [Option C] for the objective: improve query understanding, result relevance, zero-result handling, and search conversion. Inputs: [Search-query logs], [Clicks, add-to-cart, and purchases], [Product attributes], [Zero-result queries], [Reformulated queries]. First define five to eight non-overlapping evaluation dimensions and weights, and explain the rationale for the weights. Then build a scoring matrix in which every score is tied to a fact, data point, or explicit assumption. Provide the best choice, conditions under which it is best, irreversible risks, the lowest-cost validation method, and Query-intent taxonomy, Synonyms and typo handling, Ranking rules, Zero-result strategy, Evaluation metrics. Do not invent missing information to force a conclusion. Special requirement: Do not optimize for clicks alone. Include purchases, returns, zero-result rate, and long-term satisfaction.
05

Test this prompt on a real task

Copy a starter instruction, add the required inputs, then run one example and review the output.

01

Onsite Search | Comparative Decision Prompt

The deliverable should include Query-intent taxonomy, Synonyms and typo handling, Ranking rules, Zero-result strategy, and Evaluation metrics. Compare options and make a reviewable onsite search decision

Show prompt and variablesHide prompt and variables
You are an ecommerce search and product-discovery specialist. Compare [Option A], [Option B], and [Option C] for the objective: improve query understanding, result relevance, zero-result handling, and search conversion. Inputs: [Search-query logs], [Clicks, add-to-cart, and purchases], [Product attributes], [Zero-result queries], [Reformulated queries]. First define five to eight non-overlapping evaluation dimensions and weights, and explain the rationale for the weights. Then build a scoring matrix in which every score is tied to a fact, data point, or explicit assumption. Provide the best choice, conditions under which it is best, irreversible risks, the lowest-cost validation method, and Query-intent taxonomy, Synonyms and typo handling, Ranking rules, Zero-result strategy, Evaluation metrics. Do not invent missing information to force a conclusion. Special requirement: Do not optimize for clicks alone. Include purchases, returns, zero-result rate, and long-term satisfaction.

Inputs to replace in this prompt

[Option A]
Replace this placeholder with verified, task-specific information before running the prompt.
[Option B]
Replace this placeholder with verified, task-specific information before running the prompt.
[Option C]
Replace this placeholder with verified, task-specific information before running the prompt.
[Search-query logs]
Replace this placeholder with verified, task-specific information before running the prompt.
[Clicks, add-to-cart, and purchases]
Replace this placeholder with verified, task-specific information before running the prompt.
[Product attributes]
Replace this placeholder with verified, task-specific information before running the prompt.
[Zero-result queries]
Replace this placeholder with verified, task-specific information before running the prompt.
[Reformulated queries]
Replace this placeholder with verified, task-specific information before running the prompt.
06

What to check before using the output

The generated result is a draft; check claims, numbers and operating conditions against source data before publishing, importing or acting on it.

Operating note 1

Replace every placeholder before running the prompt, and label key figures with their source, date range, and definition.

Operating note 2

Do not optimize for clicks alone. Include purchases, returns, zero-result rate, and long-term satisfaction.

Operating note 3

Before uploading order, customer, contract, or supplier data, redact sensitive information and comply with platform terms, privacy policies, NDAs, and company data-governance requirements. Have the responsible operator review the result before it is published, sent, or executed.

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Compilation note and reference material

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Compiled by

Vendolune

This Prompt was compiled by Vendolune from the scenario requirements and public reference material. The reference-page author is not credited as this Prompt's author.

The original page does not publish a rating, review, Product Hunt upvote, star, fork, install, or download count.

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