AtScalehttps://atscale.com/

Your landing page’s weakest score is Value props.

How AtScale ranks

  1. 1.Cube75
  2. 2.Kaelio72
  3. 3.Select Star (or similar) — Wren AI72
  4. 4.Boring Semantic Layer alternative — Cortex (Snowflake) excluded; use Metabase ex70
  5. 5.AtScale66
  6. 6.dbt Semantic Layer (dbt Labs)61
Fix Value props
66Growth scoreupdated

category scores

Value props63Mobile web63
category scoresShowHide
Value props63Mobile web63

Value props

63Fair

Title, subtitle, hero — do they sell the product's true value?

AtScale’s headline vagueA Semantic Layer for: Context for AIPower AI agents, BI tools, and analytical applications with governed business logic, consistent metrics, and cost-controlled performance.

Working

  • Hero image demonstrates a real query answered
  • Names the true category: semantic layer
  • Banner stat ($17.93 vs $0.0008) is a sharp hook

Could improve

  • 'Context for AI' unreadable to outsiders
  • Best number buried in dismissable banner
  • Subhead stacks jargon, no felt outcome

Mobile web

63Fair

The phone experience as a first-class citizen.

Mobile web annotations on the mobile capture1234
  1. Book a Demo button — Half-width and cramped — the label wraps to two lines instead of being a full-bleed thumb target.
  2. Promo banner — Wraps into four dense lines on mobile, consuming the top of the viewport before the hero starts.
  3. Body paragraph — Type barely scaled down from desktop — seven wrapped lines push the CTAs far down the page.
  4. Snowflake CTA — Competes side-by-side with the primary CTA and also wraps, splitting attention in the same row.

Information hierarchy

65Fair

Does the design help or inhibit what the page is trying to say?

AtScale desktop capture for Information hierarchy

What works

What to improve

CTA

68Fair

Copy, size, verb, cost-feel — does the primary CTA earn the click?

AtScale

How AtScale compares

Recommended rewrites

Trust

72Fair

Proof that the product is real, competent, and safe to try.

AtScale desktop capture for Trust

How AtScale compares

Trust read