sunnysideauto.com — AI Site Grade

Analysis

Sunnyside Auto — AI-Visibility Audit

The domain sunnysideauto.com no longer serves a live website — it redirects to sunnysidechevrolet.com, and both domains return HTTP 403 from Cloudflare to every visitor, including every major AI crawler, with zero visible content delivered.

Crawler Access

Every AI bot tested — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Bytespider, Applebot-Extended, anthropic-ai, Perplexity-User — receives a 403 response from Cloudflare with a 4.5 KB HTML shell containing no page content. The browser baseline also gets 403 (236 KB, still a Cloudflare wall). No robots.txt exists on sunnysideauto.com (404). The sunnysidechevrolet.com robots.txt is also blocked behind Cloudflare 403. No llms.txt exists on either domain. The site uses DealerInspire as its CMS platform and Cloudflare as its edge/CDN, but the WAF is configured to block all non-browser traffic — or the site is simply down.

Cold-Knowledge Gap

A frontier LLM queried cold about "Sunnyside Auto" has zero knowledge — it cannot confirm the business exists, its services, or its location. This is a complete vacuum. The Wayback Machine reveals that sunnysideauto.com was historically Sunnyside Auto Group, a multi-brand dealership group in Middleburg Heights, OH selling Audi, Chevrolet, Honda, Mitsubishi, Toyota, and Hyundai. The current sunnysidechevrolet.com (visible only via Wayback) is a single-brand Chevrolet dealer at 1100 E Broad St, Elyria, OH. The gap between the historical multi-brand identity and the current Chevrolet-only identity is invisible to AI models because neither domain is crawlable.

Schema Posture

The archived sunnysidechevrolet.com homepage contained rich structured data: an AutoDealer schema with department-level AutoPartsStore, AutoDealer (Sales), and AutoRepair sub-types, plus WebSite and WebPage schemas. The old sunnysideauto.com had AutomotiveBusiness schema. Both are well-structured — but none of this schema is accessible to AI crawlers on the live site because Cloudflare blocks every request before the HTML is served.

External Signals

External search returns zero indexed results for sunnysideauto.com or Sunnyside Auto Group. No Google Maps listing, no reviews, no Reddit threads, no press mentions surfaced. The brand has effectively disappeared from the public web. The only evidence of its existence is the Wayback Machine archive and the Instagram/Twitter/Facebook handles (@sunnyside_chevy, @sunnysidechevy, SunnysideChevrolet) visible in the archived page.

Findings

1. Cloudflare WAF blocks all AI crawlers with HTTP 403 High

   Every major AI crawler (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.) receives a 403 response from Cloudflare on both sunnysideauto.com and sunnysidechevrolet.com. No page content is delivered to any bot.

   What to change: Configure Cloudflare WAF to allow AI crawler user agents (e.g., GPTBot, ClaudeBot) or serve content via a reverse proxy that does not block bots.

2. No robots.txt on either domain High

   Both sunnysideauto.com and sunnysidechevrolet.com return 404 or 403 for robots.txt, meaning crawlers have no instructions and are blocked by default.

   What to change: Create a robots.txt file that allows AI crawlers and points to the sitemap.

3. No llms.txt file on either domain Medium

   Neither sunnysideauto.com nor sunnysidechevrolet.com provides an llms.txt file, missing an opportunity to guide AI models with structured context.

   What to change: Create an llms.txt file summarizing the business, inventory, and services for AI crawlers.

4. No indexed pages in search engines High

   Web searches for sunnysideauto.com and related terms return zero results. The site has no presence in Google or other search indexes.

   What to change: Ensure the site is accessible to search engine crawlers and submit a sitemap to Google Search Console.

5. LLMs have zero knowledge of Sunnyside Auto High

   A frontier LLM queried about 'Sunnyside Auto' cannot confirm the business exists, its services, or location. The brand is invisible to AI models.

   What to change: Make site content crawlable and consider publishing structured data and external signals to build AI knowledge.

6. Sitemap inaccessible behind Cloudflare 403 High

   The sitemap for sunnysidechevrolet.com returns 403, preventing crawlers from discovering pages.

   What to change: Serve the sitemap publicly and allow crawlers to access it.

7. Structured data blocked by Cloudflare High

   Archived pages show well-formed AutoDealer and AutomotiveBusiness schema, but live pages return 403, so AI crawlers cannot access any structured data.

   What to change: Allow crawlers to access the live pages so schema can be parsed.

8. Domain redirect obscures multi-brand history Medium

   sunnysideauto.com redirects to sunnysidechevrolet.com, and the historical multi-brand identity (Audi, Honda, etc.) is lost to AI crawlers because both domains are blocked.

   What to change: Consider maintaining a crawlable page on sunnysideauto.com that explains the brand history and redirects.

9. Zero external signals or citations Medium

   No Google Maps listing, reviews, press mentions, or social media profiles appear in search results for Sunnyside Auto. The brand has no public web footprint.

   What to change: Claim and verify Google Business Profile, encourage reviews, and build citations on relevant directories.

What's working

• Archived pages contain well-formed AutoDealer schema — The archived sunnysidechevrolet.com homepage includes rich structured data with AutoDealer, AutoPartsStore, AutoRepair, WebSite, and WebPage schemas. The old sunnysideauto.com had AutomotiveBusiness schema.
• Wayback Machine preserves historical site content — The Wayback Machine has snapshots of both domains showing previous content and structure, providing a fallback for understanding the business.