AI Site Grade
supercycle.com — AI Site Grade
Supercycle's AI visibility is undermined by a severe cold-knowledge gap, zero schema markup, and no sitemap or llms.txt, despite full crawler access.
Supercycle's site is fully accessible to AI crawlers but suffers from a hallucinated LLM identity, no structured data, and no discovery files, limiting its AI visibility.
- Findings
- 8
- Evidence checks
- 28
- Completed
- 30 May 2026
Analysis
The cold-knowledge gap is extreme: the LLM describes Supercycle as a 2020-founded outdoor-gear resale platform serving Patagonia-like brands, but the actual site is a 2023-launched Shopify-native circular commerce engine with zero outdoor-gear focus, zero Patagonia mention, and a completely different founding story.
Crawler Access
All 11 AI crawlers tested (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Bytespider, Applebot-Extended, anthropic-ai, Perplexity-User) receive a 200 with full HTML content identical to browser baseline — no Cloudflare challenge, no JS shell, no UA-based blocking. The site is built on Astro (static-rendered, not a JS shell) behind Cloudflare. The robots.txt is 53 bytes with no AI-bot directives at all — only a Disallow: /investors/ and Disallow: /style for *. No llms.txt exists (404). No sitemap.xml exists (404), meaning AI crawlers have no structured discovery path beyond internal links.
Cold-Knowledge Gap
The LLM's prior knowledge describes Supercycle as a 2020-founded outdoor-gear resale platform serving "Patagonia, The North Face" with a "white-label resale marketplace" and "over 50 brand partners." The actual site tells a completely different story: Supercycle is a Shopify app launched September 2023 from London, a circular commerce operating system for rental, resale, subscription, membership, and trade-in — with zero mention of outdoor gear. The careers page says the founding insight came from "a decade helping brands launch on Shopify," not outdoor industry veterans. The LLM hallucinated the founding year, sector, brand partners, and product model. The site's actual merchant showcase includes a Pilates reformer company, a dress rental boutique, a camera reseller (KEH), and baby equipment — no outdoor brands.
Schema Posture
Zero JSON-LD schema exists on any page fetched — not on the homepage, pricing, methods, operations, merchants, careers, news, or changelog. The only structured data found anywhere is on the Shopify App Store listing (a SoftwareApplication schema with a 5.0 rating from 12 reviews). The site itself has no Organization, SoftwareApplication, FAQPage, Product, or WebSite schema. The FAQ sections on the homepage and methods page are plain HTML with no FAQPage markup. This is a critical miss for a SaaS platform that wants AI engines to understand its product category.
External Signals
The Shopify App Store listing shows 12 reviews, all 5-star, with named merchants (GORE-TEX Kidswear, TrenLend, getclubs). The site has a news section with only 2 articles (both from Feb-Mar 2026), a changelog page that returns 11 words of visible text (JS-rendered content not accessible to crawlers), and a careers page listing exactly 1 open role (Founding Sales Associate in York, UK). No external press coverage, funding announcements, or third-party reviews surfaced in web search — the brand has near-zero off-domain footprint. The DNS TXT records confirm verified domains for OpenAI, Anthropic, and Apple — the company has proactively verified with AI providers but has not configured any AI-friendly discovery files.
Findings
LLM hallucinates Supercycle as outdoor-gear resale platform High
LLM prior knowledge describes Supercycle as a 2020-founded outdoor-gear resale platform serving Patagonia and The North Face, but the actual site is a 2023-launched Shopify circular commerce app with no outdoor focus. This mismatch causes AI systems to fabricate facts about the company.
What to change: Publish an llms.txt file with accurate company description and add Organization and SoftwareApplication schema to the homepage to correct LLM knowledge.
Zero JSON-LD schema on any site page High
No structured data (Organization, SoftwareApplication, FAQPage, WebSite) exists on any page of supercycle.com. The only schema is on the Shopify App Store listing. This prevents AI crawlers from understanding the site's content and category.
What to change: Add JSON-LD schema for Organization, SoftwareApplication, and FAQPage to relevant pages.
No sitemap.xml for crawler discovery Medium
The site returns a 404 for sitemap.xml, meaning AI crawlers have no structured way to discover all pages beyond internal links. This limits indexing depth.
What to change: Generate and submit a sitemap.xml listing all public pages.
No llms.txt file for AI guidance Medium
The site returns a 404 for llms.txt, missing an opportunity to provide AI crawlers with accurate company information and key resource links.
What to change: Create an llms.txt file with company description, key pages, and links to documentation.
Changelog page has minimal visible content for crawlers Medium
The changelog page returns only 11 words of visible text, suggesting content is loaded via JavaScript that crawlers may not execute. This hides product updates from AI.
What to change: Ensure changelog content is server-rendered or included in the initial HTML payload.
News section has only two articles Low
The news section contains only two articles (both from early 2026), providing minimal content for AI to understand the company's narrative and updates.
What to change: Publish more frequent blog posts or case studies to build a richer content footprint.
Near-zero off-domain footprint Medium
Web searches for Supercycle, its funding, and reviews returned zero results. No press coverage, third-party reviews, or backlinks were found, limiting external signals for AI.
What to change: Engage in PR, submit to app directories, and build backlinks to increase off-domain presence.
Robots.txt lacks AI-specific directives Low
The robots.txt file is minimal (53 bytes) with no directives for AI crawlers. While not blocking, it misses the chance to guide AI bots to important pages.
What to change: Add Allow directives for AI crawlers to key pages and consider a separate AI-specific section.
What's working
- All AI crawlers receive full HTML content — All 11 tested AI crawlers get a 200 response with complete HTML, no blocking or JS shells, ensuring content is indexable.
- Site is statically rendered with Astro — The site uses Astro for static rendering, avoiding JavaScript shell issues that plague many modern sites.
- Shopify App Store listing has correct SoftwareApplication schema — The Shopify App Store page includes a SoftwareApplication schema with a 5.0 rating from 12 reviews, providing accurate structured data for the app.
- Domain verified with OpenAI, Anthropic, and Apple — DNS TXT records confirm verification with major AI providers, indicating proactive steps to establish trust.
- 12 five-star reviews on Shopify App Store — The app has 12 reviews, all 5-star, from named merchants, providing social proof and positive signals.
Track supercycle.com across AI search
This is one snapshot. Open the interactive report to inspect evidence, or grade another site free.