Context.devYC S26 landing page report.
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Your landing page’s weakest score is Trust.

Fix Trust

Score over time

9080706050403020Firecrawl 75 on May 17 (Wayback)Firecrawl 76 on May 31 (Wayback)Firecrawl 77 on Jun 14 (Wayback)Firecrawl 77 on Jun 28 (Wayback)Firecrawl 78 on Jul 26 (Wayback)Firecrawl 77 on Sep 5 (Wayback)Firecrawl 78 on Sep 20 (Live)Exa 78 on Feb 10 (Wayback)Exa 79 on Feb 24 (Wayback)Exa 80 on Apr 8 (Wayback)Exa 81 on Jun 30 (Wayback)Exa 82 on Jul 28 (Live)Tavily 73 on Jul 28 (Live)Jina AI (Reader) 52 on Jun 15 (Wayback)Jina AI (Reader) 48 on Jul 4 (Wayback)Jina AI (Reader) 51 on Jul 11 (Wayback)Jina AI (Reader) 51 on Jul 28 (Wayback)Jina AI (Reader) 51 on Aug 23 (Wayback)Jina AI (Reader) 36 on Aug 31 (Wayback)Jina AI (Reader) 43 on Sep 20 (Live)ScrapingBee 67 on Jun 24 (Wayback)ScrapingBee 72 on Jul 15 (Wayback)ScrapingBee 70 on Jul 22 (Wayback)ScrapingBee 64 on Aug 12 (Wayback)ScrapingBee 70 on Aug 26 (Wayback)ScrapingBee 65 on Sep 4 (Wayback)ScrapingBee 72 on Sep 20 (Live)Context.dev 71 on Sep 15 (Wayback)Context.dev 73 on Sep 20 (Live)Sep 15Sep 20
Past reportsShow past reportsHide past reports
  1. Sep 20, 202673LiveOverall +2 · Trust +10 · Information hierarchy −6Viewing
  2. Sep 15, 202671First tracked report — strongest CTA 82, weakest Trust 48View →

Trust

58Fair

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

Context.dev
Exa
Firecrawl
ScrapingBee
Trust read
Context.dev"Backed by Y Combinator" badge above the hero headline
FirecrawlGitHub star count "182.3K" in the desktop navigation
ExaCustomer logo wall showing AWS, Databricks, Groq, Gamma, and monday.com
TavilyInteractive query demo widget: "What are the latest updates with Nvidia?" with search / extract / crawl / research tabs
Jina AI (Reader)Elastic logo co-branded with the Jina logo in the header
ScrapingBeeCapterra 4.9 and G2 4.8 rating badges "based on 100+ reviews." under the signup CTAs

Information hierarchy

72Fair

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

Information hierarchy annotations on the desktop capture1234
  1. Interactive demo widget — Nine same-weight mode tabs ('Extract', 'Markdown', 'Brand'…) fragment the single action into a toolbar the visitor must parse before acting.
  2. Top nav row — Seven nav items plus 'Book a Call' and 'Sign Up' create ~10 exit paths that all outrank the URL bar's tiny arrow button.
  3. URL input submit arrow — The primary action is a small dark circle at the field's edge — the least visually prominent button in the fold.
  4. Announcement banner — 'Introducing /answers' banner is a full-width clickable exit sitting above the brand and headline.

CTA

78Fair

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

Context.devin-product action
Firecrawl
Exa
Tavily

Problems

  • icon-only arrow submit, no label
  • placeholder is example URL, no verb
  • free offer sits below, not on CTA
  • mobile placeholder truncates to 'li'

Value props

78Fair

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

Context.dev’s headline sellsWeb data {API} for AI agentsWeb scraping, data, and search infrastructure for AI products.

Working

  • Names category and buyer instantly
  • Live demo bar shows product working
  • YC badge + free credits add proof

Could improve

  • No outcome or pain named
  • No scale or performance numbers
  • Flat, affectless feature framing

Mobile web

78Fair

The phone experience as a first-class citizen.

Mobile web annotations on the mobile capture123
  1. Truncated tab row — Tabs collapse to 'Markdown', a lone 'B', and '+5', hiding most capabilities behind cryptic labels.
  2. Small arrow submit — The primary action is an unlabeled circular arrow instead of a thumb-friendly, labeled full-width button.
  3. Cut-off URL placeholder — Placeholder truncates to 'https://li', giving no readable example of what to enter.

Competitors

inferred from product, audience, and value prop