---
title: "Add decision detail to product pages for AI recommendations"
description: "Add five decision facts to each product page: who the buyer is, the workflow in screenshots, dated pricing with plan and usage, how it differs from alternatives including limits, and consistent product facts. Put a trial or demo link beside the proof so people and AI assistants can justify a recommendation."
url: "https://seo-mcp.io/t/add-decision-detail-to-product-pages-for-ai-recommendations"
---

# Add decision detail to product pages for AI recommendations

Add five decision facts to each product page: who the buyer is, the workflow in screenshots, dated pricing with plan and usage, how it differs from alternatives including limits, and consistent product facts. Put a trial or demo link beside the proof so people and AI assistants can justify a recommendation.

## Prerequisites

- Edit access to the product or service page templates
- Approved pricing details and the date they take effect

## Steps

1. **Name the customer and the job on the page** — Open the product or service page and add a short section that states which customer segment it is for and the specific task it finishes, using the segment and task names buyers use.
   Check: The rendered page contains an H2 naming a customer segment and at least one sentence naming the completed job, not just feature adjectives.
2. **Show the workflow with screenshots or a demo** — Document the main flow step by step with annotated screenshots or an embedded short demo, and give every image descriptive alt text that names the step.
   Check: The page includes at least three screenshots covering consecutive flow steps, or an embedded demo, and each image tag has non-empty alt text.
3. **Publish pricing with plan, usage and date** *(general best practice)* — Add a pricing block that lists the plan name, the usage limits or contact count it covers, and the date the price was last checked.
   Check: The pricing block shows plan, usage limit and a visible date such as "Pricing as of September 2026".
4. **Compare against alternatives including limitations** — Add a comparison section that names the alternatives buyers actually consider and lists where this product is weaker or out of scope next to the differences in its favour.
   Check: The comparison section names at least one alternative product and contains an explicit limitations entry.
5. **Align product facts across site and profiles** *(general best practice)* — List the core facts (price, usage limits, supported flows) and check each one against the homepage, pricing page, product page and any directory or social profiles you control; correct every mismatch.
   Check: A grep for the price strings across page templates returns only values that match the published pricing page.
6. **Place the trial or demo link beside the proof** *(general best practice)* — Put the trial signup or demo booking link inside the section that contains the workflow and pricing proof, not only in the site header.
   Check: A link with href to the trial or demo path appears inside the proof section and returns a 200 response.

## Source

@borjafat on 2026-09-28: https://x.com/borjafat/status/2104528286856442243

Canonical: https://seo-mcp.io/t/add-decision-detail-to-product-pages-for-ai-recommendations