- Visibility7
- Citations0
- Sentiment50
- Site quality87
- AI readiness14
AI assistants rarely name GEO Group, mentioning it in 1 of 60 answers. Its overall score is 28 out of 100, ranking 1,435th of 2,047 companies in the study. The website passes 2 of 14 technical checks that measure how ready it is for AI tools.
We asked 15 unbranded questions about the finance market: none named GEO Group. AI assistants named it in 1 of 60 answers (1.7%). The typical finance company is named in 3.3% of answers. By how often it is named, GEO Group ranks 106 of 205 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.
205 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“How much do full-service correctional facility management contracts typically cost in the US?”
Full-service correctional facility management contracts in the US are typically priced as a per-detainee/per-inmate per day rate rather than a single flat fee, and the reported rates vary widely by facility type and contract scope. In the sources provided, that range runs from about $28 to $162 per detainee per day for ICE detention facilities, with a median of $75 per detainee per day in FY 2019.
For prison management specifically, examples in the record include roughly $35.25 per prisoner per day for an estimated private facility cost in Texas, versus $44.40 fo …
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 0: Not yet agent-ready. Agents struggle to find basic information about the site.
- 2 of robots.txt, Sitemap, Link headers
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtNot met
Publish a valid robots.txt with crawl rules and a Sitemap line.
- study: 86.8%SitemapNot met
Serve an XML sitemap and reference it 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 rulesNot 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 discoveryPassed
OpenID Connect or OAuth metadata agents can use to sign in.
- 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 3 of 100 · 97% of checks could run · checked on October 5, 2026 · geogroup.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
- Not metrobots.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%
- PassedOAuth 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%
How many times each website was listed as a source in these answers
In the study as US-listed.
- What are the main differences between community-based supervision programs and in-custody rehabilitation?
- Why do some offender management systems fail to deliver lower recidivism rates?
- What types of evidence-based rehabilitation programs are most effective in reducing recidivism?
- Which offender management solutions offer both supervision and support after release?
- How can correctional institutions address challenges with participant engagement in rehabilitation programs?
- What are alternatives to traditional incarceration for non-violent offenders?
- What are effective ways to combine in-custody education with post-release support?
- Is investing in post-release support programs an effective use of correctional budgets?
- What are the best practices for managing correctional facilities with a focus on rehabilitation?
- What community-based rehabilitation options exist for states looking to reduce prison populations?
- How much do full-service correctional facility management contracts typically cost in the US?
- What factors affect the price of implementing individualized offender rehabilitation plans?
- How does direct government-operated corrections differ from private management in terms of rehabilitation services?
- Are comprehensive correctional management services worth the cost for state agencies?
- How can jails implement evidence-based substance abuse treatment for inmates?
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.