- Visibility0
- Citations0
- Sentiment50
- Site quality80
- AI readiness14
AI assistants do not name ManpowerGroup in any of the 60 answers reviewed. Its overall score is 25 out of 100, ranking 1,839th of 2,047 companies. The website passes 2 out of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the industrial market: none named ManpowerGroup. AI assistants named it in none of 60 answers. The typical industrial company is named in 5.0% of answers. By how often it is named, ManpowerGroup ranks 191 of 246 in its sector.
Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its rivals.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
246 companies in this sector. The line on each bar is the typical company.
The company is not named in this answer
“What are the best workforce solutions for rapidly scaling teams in the United States?”
Short answer
To scale quickly in the U.S., combine these workforce solutions (each solves a different bottleneck): 1) Employer-of-Record (EOR) for fastest compliant hiring, 2) Recruitment Process Outsourcing (RPO) for high-volume or hard-to-fill roles, 3) Managed Service Provider / Vendor Management System (MSP/VMS) for contingent/labor-on-demand programs, 4) Staffing/temp & contract-to-hire agencies for immediate seats, and 5) Freelance/marketplace platforms + direct sourcing (bootcamps, campus pipelines) for flexible, skill-focused capacity. Use payroll/PEO only if you have or will have a U. …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
- 0
- 1
- 2
- 3
- 4
- 5
Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.
- Content Signals
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- study: 86.8%SitemapPassed
An XML sitemap listing the pages, ideally referenced from robots.txt.
- study: 0.3%Link headersNot met
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtNot met
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesPartly met
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 25 of 100 · 97% of checks could run · checked on October 5, 2026 · www.manpowergroup.com · 2,047 companies scanned
2 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.
These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.
Show the 14 checksHide them
- Passedrobots.txt publishedstudy: 85.0%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- PassedToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
- Not metOAuth Authorization Server discoverystudy: 10.1%
- Not metOAuth Protected Resource discoverystudy: 9.3%
- Not metMCP Server Cardstudy: 0.0%
- Not metA2A Agent Cardstudy: 0.0%
- Not metWebMCP toolsstudy: 4.2%
- Not metAgent Skills declaredstudy: 0.0%
This website sets rules for 1 AI crawler by name. All others follow its general rules.
- GPTBotblocked
- ClaudeBotblocked
- Anthropic-AIblocked
- Google-Extendedblocked
- Applebot-Extendedblocked
- Meta-ExternalAgentblocked
- FacebookBotblocked
- Bytespiderblocked
- CCBotblocked
- Diffbotblocked
- Omgilibotblocked
- OAI-SearchBotblocked
- Claude-SearchBotblocked
- PerplexityBotblocked
- Applebot*partly
- Amazonbotblocked
- YouBotblocked
- ChatGPT-Userblocked
- Claude-Userblocked
- Perplexity-Userblocked
- DuckAssistBotblocked
- MistralAI-Userblocked
Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.
How many times each website was listed as a source in these answers
In the study as US-listed.
- Is it cost-effective for a small business to use a workforce management service?
- Temporary staffing vs. direct hire: which is better for startups?
- What factors influence pricing for temporary staffing solutions?
- How do workforce consulting services compare to traditional staffing agencies?
- What other options exist besides workforce solutions providers when expanding teams quickly?
- Why am I struggling to fill specialized roles even with recruitment agencies?
- What can organizations do if staffing solutions fail to deliver qualified candidates?
- Are full-service staffing solutions worth the investment for mid-sized businesses?
- What are the best workforce solutions for rapidly scaling teams in the United States?
- Ways workforce assessment services help improve hiring decisions
- Best strategies for finding top talent for short-term projects
- How can outplacement services support employees during workforce restructuring?
- How much do workforce consulting services usually cost in the US?
- Alternatives to using staffing agencies for talent acquisition
- Recruitment process outsourcing vs. in-house hiring teams: what are the pros and cons?
Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.