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Product page · Techjockey · Shipped · 2 min read

Product pages that answer "is this the one?"

How should one product page serve a paid listing and an unpaid one, without misleading the buyer on either?

I specced two generations of the product page. PDP 3.0 was part of the revamp that took organic conversion from 2% to 4.5%. PDP 3.1, live in August 2026, adds a first fold for each kind of product, an AI summary shown only when the product has enough data, alternatives grouped by business size, and one primary call to action.

See the screens
Live Techjockey product page for a paid product: banner, product name and rating, a short description, an Add a Review prompt, a collapsed AI Generated Product Summary, a pricing card with an offer and one Buy Now button, trust markers, and a sticky section bar (opens full size in a new tab)
PDP 3.1: one primary call to action, the AI summary collapsed, and the sticky section bar below the fold

At a glance

Organic conversion, across the category, product and compare pages
2% → 4.5%
Inorganic conversion, same three pages
6% → 12%
Role
Product Manager · User pod lead
Context
Shipped at Techjockey
Format
PRD · desktop + mobile web
Stack
GA4 · PageSpeed Insights · Figma · Jira

The problem

A product page answers "is this the one?". It also has to work for every kind of listing: some products can be bought outright and some only quoted, and some pages have lots of data while others have almost none. The older page handled all of these with one layout, so empty sections, competing buttons and missing prices showed up exactly where a buyer was deciding.

What PDP 3.0 and 3.1 changed

PDP 3.0 added a cover video, awards and downloads, and Q&A on the page, and reused the category page's sticky section menu. PDP 3.1, for desktop and mobile web, rebuilt the page section by section:

  1. A first fold for each kind of product

    The layout adapts to the product, and every combination of buttons comes down to one primary action: Buy Now, Get Quote or Free Forever.

  2. Trust markers that match the action

    Genuine products, best price and secure payment when the product can be bought now; delivery and free consultation when it can't.

  3. AI product summary

    A collapsed summary written only from the product's own description, features, specifications and integrations, shown only when there is enough to summarise.

  4. Pricing that never shows an empty box

    With no plans to show, the section becomes Price on Request with a Get Price button, or a Free Forever plan.

  5. Alternatives by business size

    Small, Medium and Enterprise columns, so a buyer sees options built for a business like theirs.

  6. Reviews, summarised

    An AI summary written only from real reviews, with positives and negatives. A product with no reviews yet points to reviews of similar products, then asks for the first review.

Key decisions

  1. One primary action

    Conversion
    • Every product state maps to a single primary call to action, and the sticky bar repeats it with the starting price.
    Impact
    A buyer always knows the next step, and the sticky bar keeps it in reach as they read.

  2. AI only where the data holds it up

    AI content
    • The summary uses only the product's own data and makes no claims beyond it. A missing rating or score is hidden, not estimated.
    Impact
    The summary can be trusted because it can't invent. Thin listings simply don't get one.

  3. Sponsored, and labelled

    Monetisation
    • Sponsored products among the alternatives carry a Sponsored label.
    Impact
    Vendors can buy visibility without misleading the buyer. The page stays useful to the buyer who isn't buying from them.

Result

Organic conversion rose from 2% to 4.5% and inorganic from 6% to 12% across the category, product and compare pages, revamped together as one journey.

Screens

Alternatives grouped into Small Business, Medium Business and Enterprises columns, under the sticky bar with the starting price and Buy Now (opens full size in a new tab)
Alternatives by business size
A product's standardised feature list with blue ticks in three columns (opens full size in a new tab)
Standardised features: a ticked list per category, so products are described like-for-like
The same product page on a phone (opens full size in a new tab)
Mobile web

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