fletcherauto.com — AI Site Grade

Analysis

Akamai WAF Blocks Every Major AI Crawler Except Anthropic

The site's Akamai WAF (errors.edgesuite.net) returns HTTP 403 to GPTBot, Google-Extended, PerplexityBot, ChatGPT-User, ClaudeBot, Applebot-Extended, and standard browsers alike. Only anthropic-ai receives a 200 with full HTML content served from an nginx origin behind the WAF. This creates a bizarre asymmetry: Claude can read the site cold, but OpenAI, Google, Perplexity, and Apple cannot.

Crawler Access

No robots.txt or llms.txt exists — both return 403 from the Akamai layer. The sitemap.xml (accessible only to anthropic-ai) contains 368KB of URLs including inventory pages, location pages, and service pages, all with lastmod dates of 2026-05-30 (a future date). The about/index.htm page returns 404 even to anthropic-ai. The site runs on the DDC (Dealer.com) platform behind Akamai, with JS-heavy rendering that likely delivers thin server-side text to any crawler that gets through.

Cold-Knowledge Gap

LLM knowledge of "Fletcher Auto Group" is zero. The model reports no awareness of the brand, cannot name the brands sold, the city, or any services. The site itself is a multi-franchise dealership group in Joplin, MO selling Dodge, Jeep, Subaru, Toyota, Ford, Chrysler, Hyundai, Honda, Ram, and Nissan — a significant regional operation that is entirely invisible to AI knowledge bases. The gap between the site's actual scope (10+ brands, new/used/service/parts) and what AI models know (nothing) is total.

Schema Posture

The homepage HTML contains no JSON-LD schema of any kind in the server-rendered source. No AutoDealer, LocalBusiness, Product, or Vehicle structured data is present. The DDC platform likely injects schema client-side via JavaScript, which most AI crawlers (including those blocked by the WAF) would never execute. The <title> tag lists all 10 brands and the city/state, but this is the only structured signal in the raw HTML.

External Signals

Web search returns zero indexed results for fletcherauto.com, the brand name, or any combination with "Joplin" or "Missouri." No reviews, no Reddit threads, no press mentions, no dealer directory listings appear in search results. The site has a Google Site Verification meta tag (obpTnMGnIMK6aMxQEYCrI6IZu0380SR72k5wU6px6Ko) and uses Microsoft 365 for email, but these are the only external signals of existence. The Wayback Machine has a single snapshot from March 2026, suggesting the site may be very new or recently redesigned.

Findings

1. Akamai WAF blocks all major AI crawlers except Anthropic High

   The site's Akamai WAF returns HTTP 403 to GPTBot, Google-Extended, PerplexityBot, ChatGPT-User, ClaudeBot, and Applebot-Extended. Only anthropic-ai receives a 200 response with full HTML content.

   What to change: Reconfigure the Akamai WAF to allow access for GPTBot, Google-Extended, PerplexityBot, and other major AI crawlers, or implement a robots.txt-based access policy instead of blanket blocking.

2. No robots.txt or llms.txt accessible High

   Both robots.txt and llms.txt return HTTP 403 from the Akamai layer, preventing crawlers from discovering allowed paths or AI-specific instructions.

   What to change: Serve a valid robots.txt that allows AI crawlers and create an llms.txt file with site overview and key URLs.

3. Zero LLM knowledge of Fletcher Auto Group High

   LLM knowledge retrieval returns no information about the brand, its brands, location, or services, despite the site being a multi-franchise dealership group in Joplin, MO selling 10+ brands.

   What to change: Ensure AI crawlers can access key pages and implement structured data to help AI models understand the business.

4. No JSON-LD schema in server-rendered HTML High

   The homepage HTML contains no JSON-LD structured data for AutoDealer, LocalBusiness, Product, or Vehicle. Any schema is likely injected client-side via JavaScript, invisible to most AI crawlers.

   What to change: Add server-side JSON-LD schema for AutoDealer, LocalBusiness, and Vehicle on relevant pages.

5. Zero search engine indexing High

   Web searches for fletcherauto.com, the brand name, and combinations with Joplin or Missouri return zero results. The site is not indexed by Google or other search engines.

   What to change: Allow Googlebot and other search crawlers through the WAF, submit sitemap to Google Search Console, and build external backlinks.

6. Sitemap contains future lastmod dates Medium

   The sitemap.xml (accessible only to anthropic-ai) lists lastmod dates of 2026-05-30, which is in the future, potentially confusing crawlers about content freshness.

   What to change: Update sitemap lastmod dates to accurate past dates reflecting actual content updates.

7. About page returns 404 to AI crawler Medium

   The about/index.htm page returns HTTP 404 even to the allowed anthropic-ai crawler, making company information unavailable.

   What to change: Restore the about page or implement a redirect to a working page with company information.

8. JS-heavy rendering limits content for crawlers Medium

   The site uses JavaScript-heavy rendering typical of the DDC platform, likely delivering thin server-side text to crawlers that get through the WAF, reducing content visibility.

   What to change: Implement server-side rendering or pre-rendering for key pages to ensure full content is available to crawlers.

9. No external backlinks or citations Medium

   Web searches find no reviews, directory listings, press mentions, or social media references for the dealership. The only external signal is a Google Site Verification meta tag.

   What to change: Build citations on dealer directories, local business listings, and social media to establish external authority.

10. Homepage returns 403 to standard browsers High

    The homepage returns HTTP 403 with 'Access Denied' to standard browser user agents, indicating the WAF blocks normal visitors as well.

    What to change: Review WAF rules to allow standard browser traffic while maintaining security.

What's working

• Anthropic crawler allowed with full content — The anthropic-ai crawler receives HTTP 200 and full HTML content for the homepage, sitemap, inventory, locations, and contact pages, enabling Claude to read the site.
• Sitemap accessible to Anthropic crawler — The sitemap.xml (368KB) is served to anthropic-ai, listing many URLs including inventory and location pages, aiding discovery.
• Title tag lists all brands and location — The homepage <title> tag enumerates all 10 brands and the city/state, providing a clear summary of the business scope.
• Google Site Verification meta tag present — The homepage includes a Google Site Verification meta tag, indicating prior Google Search Console setup.