Commercial cleaning services: company visibility research
Read company-level analysis of mentions, recommendations, competitor comparisons, and cited sources within a defined research sample.
This is public research, not a client engagement and not an endorsement of any company named. Dates, samples, and limitations are documented in each report.
SHOWING 1-12 OF 12
OpenWorks Appears in 2.2% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.
OpenWorks appears in a small share of AI answers in the commercial cleaning services benchmark. This case study reviews mentions, recommendations, competitor.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Coverall Appears in 41.5% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.
Coverall appears in 41.5% of AI answers in the commercial cleaning services benchmark, but recommendations lag behind mentions.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Stratus Clean Appears in 31.7% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.
Stratus Clean’s AI answer coverage is compared with competitors, then mapped to verified claims, cited third-party pages, priority website pages, and buyer.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
PINCH LLC Appears in 0.0% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.
PINCH LLC recorded zero mentions and zero recommendations in a commercial cleaning services benchmark. The plan focuses on verifying core facts, aligning.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Anago Cleaning Systems AI Visibility Market Strategy Report - Commercial Cleaning Services
Anago Cleaning Systems appears in AI responses for commercial cleaning, but recommendation placement trails visibility.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
ABM Industries AI Visibility Market Strategy Report - Commercial Cleaning Services
ABM Industries appears in AI responses for commercial cleaning services, but recommendation coverage remains below its mention share.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Jan-Pro AI Visibility Market Strategy Report - Commercial Cleaning Services
Jan-Pro leads commercial cleaning recommendations in AI-generated shortlists, but its mention presence has declined since July 2026. The report highlights.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
ISS Facility Services AI Visibility Market Strategy Report - Commercial Cleaning Services
ISS Facility Services appears in only 5.35% of qualified AI observations and earns just 8 valid recommendations in commercial cleaning.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Vanguard Cleaning Systems AI Visibility Market Strategy Report - Commercial Cleaning Services
Vanguard Cleaning Systems is visible in commercial cleaning AI answers but less often recommended than before.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Jani-King AI Visibility Market Strategy Report - Commercial Cleaning Services
Jani-King ranks third in commercial cleaning services AI recommendations, with strong sentiment and solid top-three presence but limited rank-one conversion.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
ServiceMaster Clean AI Visibility Market Strategy Report - Commercial Cleaning Services
ServiceMaster Clean ranks fourth in commercial cleaning recommendations, with strong presence but weaker conversion into top placements.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
Stratus Building Solutions AI Visibility Market Strategy Report - Commercial Cleaning Services
Stratus Building Solutions ranks second in commercial cleaning recommendations, with strong top-three visibility but a much lower rank-one rate than Jan-Pro.
- Type
- AI Visibility Company Market Strategy Report
- Source
- LLM Authority Index benchmark data
- Status
- Independent market analysis
How to read these reports
Check the date and sample
Read the observation dates, questions, and platforms before comparing one report with another.
Separate a mention from a qualified recommendation
Being named in an answer is not the same as being recommended for a specific buying question.
Know what a public sample can answer
Public research frames the questions; a company-specific brief is agreed with you before any work starts.
Give your next visibility decision a clearer starting point.
We agree the questions, the platforms, the output, and the price before any work starts. We review every request manually and respond within one business day.