Constructor Connect

Shopify search and filters app by Constructor.io·Sync your product catalog data to AI-powered search and product discovery

Snapshot

#154of 236 inSearch and filters

Constructor Connect is newly listed on the Shopify App Store. Ongoing.AI is observing daily category rank, search-keyword position, install footprint, and listing changes from launch — first tracked May 28, 2026. The trajectory is being captured before the first reviews accumulate.

CategoriesSearch and filters

Pricing

From $0/mo

freemium

Built for Shopify

No

Years live

1

launched Sep 10, 2024

Last updated

Jun 30, 2026

Shopify listing

Category rank over time

Where Constructor Connect sits day-by-day in Search and filters.

Position across the Search and filters page, snapshot daily. Lower is better — the Y axis is inverted so the strongest ranks sit at the top of the chart. Open the full Search and filters leaderboard →

#21#29#37#44#52May 28May 31Jun 4Jun 7Jun 11Constructor Connect · #49Algolia AI Search & Discovery · #48MGLogics JSON‑LD SEO Schema · #51
Best position observed: #31. Constructor Connect slipped 11 positions over the window. Greyed lines: the apps sitting immediately around it on the latest snapshot.

Catalog position

Where Constructor Connect sits in the App Store.

Rank and percentile inside the Search and filters category — the competitive shape of the niche around this app.

Rank in Search and filters

#154

of 236 active apps

Review count percentile

0th

vs category siblings

Rating percentile

0th

vs category siblings

Years on App Store

1

since 2024

Listing change cadence

What Constructor Connect has changed lately.

Every pricing tweak, tagline refresh, and Shopify-side listing ping. Captured from Ongoing.AI’s per-scrape diff log — the cadence and the content of changes, in one strip.

Listing changes · last 21 days+13shopify_lastmod: 2026-06-12 → 2026-06-13shopify_lastmod: 2026-06-13 → 2026-06-16shopify_lastmod: 2026-06-16 → 2026-06-30Jun 13, 26Jun 24, 26Jul 4, 26

Shopify Lastmod · Jul 1

2026-06-16 → 2026-06-30

Shopify Lastmod · Jun 17

2026-06-13 → 2026-06-16

Shopify Lastmod · Jun 14

2026-06-12 → 2026-06-13

PricingIdentity & listingCadence

Plans

Constructor Connect pricing tiers.

Free

Free

    Capabilities

    What Constructor Connect can do.

    The 21 capabilities Constructor Connect lists across its category, in Shopify’s own taxonomy. Pulled directly from the App Store listing.

    Search features

    14
    • Autocomplete
    • Image search
    • Instant search
    • Multi-language
    • AI search
    • Typo tolerance
    • Synonym groups
    • Search suggestions
    • Product recommendations
    • Product boosts
    • Multi-filter
    • Personalized search
    • Custom ranking
    • Search bar

    Display customization

    2
    • Custom filters
    • Sorting

    Analytics

    5
    • AI insights
    • Conversion tracking
    • Custom dashboards
    • Behavior insights
    • Search queries

    FAQ

    Constructor Connect — frequently asked questions.

    What is Constructor Connect on Shopify?
    Constructor Connect is a Shopify app in the Search and filters category. The Constructor Connect App for Shopify is built for enterprise and fast-growing Shopify merchants who want to deliver a product search and discovery experience shoppers actually love, while boosting the metrics that matter, like conversions and GMV. With a simple, instant sync to your Shopify catalog, Constructor personalizes every result for every shopper. It learns from your shoppers’ full behavioral clickstream and uses reinforcement learning to continuously improve what they see.
    How much does Constructor Connect cost?
    Constructor Connect is priced at $0/month on the Shopify App Store.
    When was Constructor Connect launched?
    Constructor Connect launched on September 10, 2024 — over 1 year on the Shopify App Store.
    Is Constructor Connect Built for Shopify?
    Constructor Connect does not currently carry Shopify's Built for Shopify badge. The badge is awarded to apps that meet Shopify's published standards for performance, ease of use, and merchant value — many high-quality apps operate without it.
    What are the best Constructor Connect alternatives?
    Merchants commonly compare Constructor Connect with Smart Product Filter & Search, Boost AI Search & Filter, Searchanise Search & Filter, and DOOFINDER. Each alternative covers a similar use case but differs on pricing model, integration depth, and the specific themes merchants praise in reviews — see the alternatives section above for a side-by-side.

    Alternatives

    Apps merchants pick instead.

    Globo.io

    Smart Product Filter & Search

    4.90★2,227

    Known for: bugs

    Boost Commerce

    Boost AI Search & Filter

    4.70★1,588

    Known for: customer-support

    Searchanise

    Searchanise Search & Filter

    4.80★1,213

    DOOFINDER SL

    DOOFINDER ‑ Search & Discovery

    4.70★747

    Known for: customer-support

    Browse more inAll Search and filters apps

    Methodology

    Where the numbers come from.

    Ratings, review counts, pricing tiers, “Built for Shopify”, launch date, and category memberships come from the live Shopify App Store listing — refreshed daily by Ongoing.AI’s crawler. The review-count trajectory is the diff between today’s snapshot and snapshots from 7 and 28 days ago. Topic counts and sentiment come from the review corpus, topic-tagged with Claude. Install footprint is observed via Ongoing.AI’s tech-detection pass against actively-tracked Shopify storefronts. Catalog position is computed at snapshot time against every active app sharing the primary category. Snapshot generated .

    Find every brand running Constructor Connect.

    Ongoing.AI tracks every Shopify brand’s app stack daily. Pull the full install list, filter by vertical or geography, and catch the moment merchants install — or churn off.

    Track Constructor Connect — free Start free

    Prefer the source? View Constructor Connect on the Shopify App Store ↗