Product content · refreshed Jun 18, 2026

FactsPanel for Shopify

by Traceback Labs · Add compliant Supplement, Nutrition & Drug Facts panels to your product pages.

FactsPanel 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 Jun 17, 2026. The trajectory is being captured before the first reviews accumulate.

CategoriesProduct content

Pricing

From $15/mo

free_trial

Built for Shopify

No

Years live

0

launched Jun 16, 2026

Last updated

Jun 16, 2026

Shopify listing

Recent activity

Review trajectory.

Daily review count and rating drift. The blue line is cumulative review count; the dashed amber overlay is the rating on the right axis. Boring is good — sudden swings stand out against an otherwise stable curve.

New reviews

7-day Δ

—

28-day Δ

—

Rating change

7-day Δ

+0.00

28-day Δ

+0.00

Catalog position

Where FactsPanel sits in the App Store.

Rank and percentile inside the Product content category — the competitive shape of the niche around this app.

Rank in Product content

#124

of 370 active apps

Review count percentile

0th

vs category siblings

Rating percentile

0th

vs category siblings

Years on App Store

0

since 2026

Listing change cadence

What FactsPanel 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 daysshopify_lastmod: set to 2026-06-16name: set to FactsPaneltagline: set to Add compliant Supplement, Nutrit…description: set to FactsPanel helps Shopify merchan…icon_url: set to https://cdn.shopify.com/app-stor…pricing_model: set to free_trialpricing_tiers: set to FactsPanel Proprimary_price_value: set to 15categories: set to Product contentlaunched_at: set to Jun 16, 2026works_with: set to noneMay 28, 26Jun 7, 26Jun 18, 26

Works With · Jun 17

set to none

Launched At · Jun 17

set to Jun 16, 2026

Categories · Jun 17

set to Product content

PricingIdentity & listingCadence

Plans

FactsPanel pricing tiers.

FactsPanel Pro

$15/month

  • Unlimited facts panels
  • Supplement, Nutrition & Drug Facts
  • Live in-admin preview

Capabilities

What FactsPanel can do.

The 2 capabilities FactsPanel lists across its category, in Shopify’s own taxonomy. Pulled directly from the App Store listing.

Content types

2
  • Descriptions
  • Structured data

FAQ

FactsPanel — frequently asked questions.

What is FactsPanel on Shopify?
FactsPanel is a Shopify app in the Product content category. FactsPanel helps Shopify merchants add structured facts panels to product pages for supplements, foods, beverages, and OTC-style products. Build Supplement Facts, Nutrition Facts, or Drug Facts content in the embedded Shopify admin, preview the final panel, and publish it to your storefront. The app stores panel content against your Shopify products and variants, so your product facts live right next to the products shoppers already browse. It's designed for teams that need clearer product disc.
How do I add FactsPanel on Shopify?
Open the FactsPanel listing in the Shopify App Store at apps.shopify.com/factspanel, choose "Add app," and complete the Shopify install flow. After installation, you can configure FactsPanel from your Shopify admin under Apps.
How much does FactsPanel cost?
FactsPanel has a single paid plan at $15/month on the Shopify App Store.
Is FactsPanel free?
No, FactsPanel is a paid Shopify app. Plans start at $15/month on the Shopify App Store.
When was FactsPanel launched?
FactsPanel launched on June 16, 2026.
Is FactsPanel Built for Shopify?
FactsPanel 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 FactsPanel alternatives?
Merchants commonly compare FactsPanel with ChatGPT AI Product Description, ChatGPT‑AI Product Description, Tabs Studio, and Avada AI Product Description. 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.

Profitonium

ChatGPT AI Product Description

4.90★443

StoreYa

ChatGPT‑AI Product Description

4.80★331

Station

Tabs Studio

5.00★166

Known for: customer-support

Avada SEO Suite

Avada AI Product Description

4.90★148

Known for: billing-issue

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 Jun 18, 2026.

Find every brand running FactsPanel.

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.

Request access Get alerts on FactsPanel

Prefer the source? View FactsPanel on the Shopify App Store ↗