AI Site Grade
mbmtravelexecutives.co.uk — AI Site Grade
MBM Travel Executives silently blocks ClaudeBot and GPTBot at the WAF layer while robots.txt ignores all AI crawlers, creating a blind spot for the two most influential training crawlers.
MBM Travel Executives has zero AI visibility: ClaudeBot and GPTBot are WAF-blocked, no schema for the business entity, no external search presence, and frontier LLMs have no knowledge of the brand.
- Findings
- 10
- Evidence checks
- 34
- Completed
- 30 May 2026
Analysis
MBM Travel Executives: ClaudeBot and GPTBot are actively blocked at the WAF layer while the robots.txt says nothing about AI crawlers — a silent 403 that creates a blind spot for the two most influential training crawlers.
Crawler Access
The bare domain (mbmtravelexecutives.co.uk) times out entirely — no DNS resolution to HTTP. The site only lives at www.mbmtravelexecutives.co.uk, served via nginx on IP 212.250.3.80. The robots.txt contains 49 user-agent rules blocking Baiduspider, AhrefsBot, MJ12bot, and various job-scraping bots, but mentions zero AI crawlers — no GPTBot, ClaudeBot, Google-Extended, PerplexityBot, or OAI-SearchBot. Despite this, compare_bot_access reveals that ClaudeBot and GPTBot receive HTTP 403 (146 bytes, blocked) while all other AI bots (Google-Extended, OAI-SearchBot, PerplexityBot, ChatGPT-User, anthropic-ai, Applebot-Extended, Bytespider) get 200 with full content (46,321 bytes, identical to browser). This is a WAF-level block targeting those two specific UAs, not a robots.txt directive. No llms.txt exists (404). The sitemap lives at a non-standard path (/18456EVERTON-sitemap-google.xml) and contains ~30 static pages plus job listings.
Cold-Knowledge Gap
A frontier LLM queried cold about "MBM Travel Executives" returned: "I do not have specific, verifiable information... not a widely recognized or documented organization in my training data." The model guessed it might be a "company or division focused on executive-level travel management" but could not confirm the name, founder, or services. This is a complete knowledge vacuum. The actual site describes a boutique travel recruitment agency founded by Marie Moore with 24+ years of experience, operating from Richmond, London, placing middle-to-board-level roles across cruise, tour operators, airlines, and travel tech. The gap between the model's blank slate and the site's detailed positioning is total.
Schema Posture
The homepage and all content pages (About, Why MBM, Candidates, Markets, Specialisms) carry zero JSON-LD schema — no Organization, no LocalBusiness, no RecruitmentAgency. The only page with structured data is individual job listings, which correctly use JobPosting schema with baseSalary, jobLocation, datePosted, and hiringOrganization. This means AI engines scraping the site get rich job data but no entity-level understanding of MBM Travel Executives as a business. The HTML <head> on the 404 page does include itemscope itemtype="http://schema.org/Organization" but with no properties populated — a hollow shell.
External Signals
Web searches for the brand name, founder, and domain return zero indexed results across multiple queries. No Google index presence, no LinkedIn mentions surfaced, no Reddit threads, no press coverage, no review sites. The site's own testimonials name-drop major travel brands (Intrepid Travel, Travel Republic, Swimtrek, Mark Warner) but none of those relationships appear verifiable off-domain. The DNS TXT records show Bullhorn email integration (a recruitment CRM/ATS platform) and Office 365 mail — confirming the site runs on a standard recruitment job-board CMS (Strategies UK). The Instagram link in the footer is mislabelled as "Google+" in the anchor text.
Findings
ClaudeBot and GPTBot blocked at WAF layer High
ClaudeBot and GPTBot receive HTTP 403 responses despite no robots.txt disallow, indicating a WAF-level block. Other AI crawlers (Google-Extended, OAI-SearchBot, PerplexityBot) get full content.
What to change: Remove the WAF rules blocking ClaudeBot and GPTBot, or add explicit allow directives in robots.txt for these crawlers.
Robots.txt ignores all AI crawlers High
The robots.txt file contains 49 user-agent rules blocking various bots but mentions no AI crawlers (GPTBot, ClaudeBot, Google-Extended, etc.), leaving a policy gap.
What to change: Add explicit directives for AI crawlers: allow Google-Extended, OAI-SearchBot, PerplexityBot, and ChatGPT-User; disallow or allow ClaudeBot and GPTBot as desired.
No llms.txt file published Medium
The site returns a 404 for /llms.txt, missing an opportunity to guide AI crawlers to key pages and provide a machine-readable summary.
What to change: Create an llms.txt file listing important pages (About, Why MBM, job listings) and a brief summary of the business.
No Organization schema on any page High
No JSON-LD structured data for Organization, LocalBusiness, or RecruitmentAgency exists on the homepage or content pages. Only job listings have JobPosting schema.
What to change: Add JSON-LD Organization schema to the homepage and key pages with name, description, founder, founding date, location, and URL.
Frontier LLMs have no knowledge of the brand High
A cold query to a frontier LLM returned no verifiable information about MBM Travel Executives, indicating the brand is absent from training data.
What to change: Improve off-site visibility through press releases, industry directories, and LinkedIn presence to increase the likelihood of inclusion in training corpora.
No Google index presence for brand or domain High
Multiple web searches for the brand name, founder, and domain returned zero indexed results, meaning the site is effectively invisible to search engines.
What to change: Submit the sitemap to Google Search Console, improve on-page SEO, and build backlinks from travel industry sites.
Bare domain times out for all traffic Medium
The non-www domain (mbmtravelexecutives.co.uk) times out on HTTP and DNS, meaning any traffic or crawler hitting the bare domain gets no response.
What to change: Set up a redirect from the bare domain to the www subdomain to avoid losing traffic and crawler access.
Sitemap at non-standard path with empty XML files Medium
The sitemap is located at /18456EVERTON-sitemap-google.xml and its sub-sitemap returns 0 words, indicating a misconfiguration.
What to change: Move the sitemap to the standard /sitemap.xml path and ensure it contains valid, non-empty XML with all important URLs.
Footer Instagram link mislabelled as 'Google+' Low
The Instagram link in the footer uses anchor text 'Google+', which is incorrect and may confuse users and crawlers.
What to change: Update the anchor text to 'Instagram' and ensure the link points to the correct Instagram profile.
No external mentions or backlinks found Medium
Searches for the brand on LinkedIn, review sites, and general web returned zero results, indicating no off-site presence.
What to change: Create and maintain a LinkedIn company page, list the business on industry directories, and encourage client testimonials on third-party sites.
What's working
- JobPosting schema correctly implemented on job pages — Individual job listing pages include JSON-LD JobPosting schema with baseSalary, jobLocation, datePosted, and hiringOrganization, providing rich data for AI crawlers.
- Most AI crawlers receive full content access — Google-Extended, OAI-SearchBot, PerplexityBot, ChatGPT-User, anthropic-ai, Applebot-Extended, and Bytespider all get 200 responses with full page content.
- Content pages provide rich business information — Pages like About, Why MBM, Candidates, Markets, and Travel Specialisms contain detailed text describing the company's history, founder, services, and specialisms.
- Charity partnership page adds trust signals — A dedicated page about the partnership with Just a Drop provides social proof and positive brand association.
- Browse jobs page aggregates all listings — The /browse-jobs/ page lists all available job opportunities, making it easy for crawlers to discover job content.
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