Marketplace CTR

CTR marketplace — the percentage of users who open a product card after seeing it in search results or in a catalog; calculated as clicks divided by impressions. In Kaspi.kz terms, CTR shows how attractive a listing is in the results and directly affects visibility and sales.

How CTR works on a marketplace

CTR (click-through rate) on a marketplace is tracked in two main places: search results and category/subcategory listings. The marketplace records the number of impressions for a product block and the number of clicks on the card. Both contexts matter to a seller — users tend to click more in search for specific queries and less in broad category listings.

• Formula: CTR = (clicks / impressions) × 100%.
• Display contexts: brand/model search, category search, recommendations (sections like “You may also like”), similar-product cards, and advertising blocks.
• Influencing factors: main image, price, delivery availability, tags like «Доставка сегодня», rating and number of reviews, product title and the first 1–2 lines of the description.

Kaspi.kz is mobile-first: a portion of clicks come from mobile product cards, where large images and clear labels matter most. CTR is also affected by platform services — items with tags like «Доставка сегодня», «Есть в Kaspi» or «Kaspi Pay» typically see a noticeable uplift in clicks.

Why CTR matters for a seller on Kaspi.kz

CTR directly impacts two things: traffic to the product card and ranking algorithms. Higher clickability means more visits and potential sales; at the same time, the marketplace uses behavioral signals to determine a product’s relevance.

• More clicks = more conversions. With a typical conversion rate of a card, increasing CTR increases the pool of visitors who can convert. For example, if your card converts at 8% and CTR rises from 5% to 7%, traffic grows by 40% and sales rise proportionally assuming conversion stays stable.
• Ranking. Kaspi.kz takes clickability and subsequent behavior (time on card, adds to cart) into account. Products that consistently show high CTR get better organic positions.
• Ad cost and promo efficiency. With the same budget, campaigns for listings with higher CTR yield more clicks and a better cost-per-click — saving budget and increasing sales.

Example of impact: if a product in an average category gets 2,000 impressions per day, at 5% CTR that’s 100 clicks, at 8% CTR — 160 clicks. With a 6% conversion rate, daily sales would rise from 6 to ~10 units.

Examples and real cases on Kaspi.kz

Below are typical situations faced by sellers in Kazakhstan and anonymized before/after metrics following optimizations:

• Electronics (phones). Seller A: before optimizing the title and photo the CTR in model search was ~18%. After replacing the main image with a clean white-background photo and adding lifestyle shots showing scale and key features, CTR in model searches rose to ~26%. Page views increased, and because the product page matched expectations (specs and delivery info), conversions rose proportionally.
• Housewares. Seller B: adding the «Доставка сегодня» tag and a clear price-with-discount badge increased CTR in category listings from 3.5% to 5.2%. The visual emphasis on immediate delivery and a visible discount drove more mobile clicks in particular.
• Clothing. Seller C: a long, keyword-stuffed title was shortened to a concise headline with the brand, model, and a unique selling point. Combined with high-quality front and on-body photos, CTR in search grew by ~40%, while returns stayed low because the description and size chart were accurate.

Key takeaways from these cases: visual clarity, accurate expectations and platform-specific signals (delivery/availability tags) drive CTR without sacrificing conversion when the card content matches the promise.

Practical tips to increase CTR

• Optimize the main image. Use a large, high-contrast main photo for the thumbnail plus lifestyle images to show use and scale. For thumbnails, simple backgrounds (white or neutral) and clear product isolation work best.
• Make the headline count. Put the brand, model/key attribute and a short USP in the first 60–80 characters. Avoid filler words that dilute the query match.
• Show price and promotions clearly. A visible price with discount tags or badges increases attention in listings.
• Leverage Kaspi.kz labels. Where eligible, enable tags like «Доставка сегодня», «Есть в Kaspi» or «Kaspi Pay» — these reassure buyers and increase clicks.
• Improve first lines of description. The first 1–2 lines are visible in many contexts — use them to confirm the main benefit and set correct expectations.
• Build reviews and ratings. A higher rating and recent positive reviews increase trust and CTR.
• Mobile-first layout. Prioritize what shows on small screens: thumbnail, price, rating, and key badges.
• Test images and titles. Change a single element at a time and measure impact (see testing section below).
• Keep stock and delivery info accurate. Nothing kills CTR-to-conversion flow faster than listing out-of-stock after a click.

How to measure and test CTR

Use marketplace reports to track impressions and clicks per context (search, category, recommendations). If you use external analytics, combine them with UTM tags to separate traffic sources.

• One change at a time. Keep a control version and change only one variable per experiment (image, title, badge).
• Sample size and duration. Gather several thousand impressions when possible and run tests over multiple weeks to smooth seasonality and promo effects.
• Split tests. If the platform supports A/B testing, use it. Otherwise, compare comparable time periods with stable traffic and no overlapping campaigns.
• Segment by context. Measure CTR separately for search, category listings and recommendation blocks — optimizations affect each differently.

Conclusion and practical advice

CTR is a leading indicator of how attractive your offer is in the marketplace listing. Work on visual clarity, truthful messaging and platform-specific signals (delivery and availability tags) first. Always measure changes with proper controls: high CTR only pays off when the product page delivers on expectations and converts visitors into buyers.