AI Search Intelligence Report
Cleanster
AI Search Visibility Analysis across ChatGPT, Claude, and Gemini in the Residential Cleaning Services Market
November 2025 | Powered by GeoVector.ai

Executive Summary

Emerging Market Position with Momentum

Cleanster holds 7.3% brand share on ChatGPT, 1.2% on Gemini, and 0.3% on Claude, with 26 total mentions across all platforms. The company shows strongest Decision-stage performance on ChatGPT at 15.5% (+60.5% WoW), demonstrating rapid growth when customers are ready to book. However, zero Discovery-stage presence across all platforms represents a critical vulnerability—competitors like Handy (30.1% ChatGPT share, 83.5% Discovery) dominate early awareness. Despite smaller overall share, Cleanster's +29.6% ChatGPT growth signals emerging momentum.

Market Overview

20
Companies
182
Curated Prompts
1,704
Total AI Mentions
26
Cleanster Mentions

Platform Performance Overview

ChatGPT
Brand Share 7.3%
Mentions 20
vs. Average 2.0x higher
Week Trend +29.6%
Gemini
Brand Share 1.2%
Mentions 4
vs. Average 0.4x of average
Week Trend -27.8%
Claude
Brand Share 0.3%
Mentions 2
vs. Average 0.07x of average
Week Trend -26.3%

Competitive Landscape - ChatGPT

Rank Company Brand Share WoW Change Mentions
1 Handy
30.1%
+56.2% 48
2 TaskRabbit
16.0%
+7.8% 33
3 Thumbtack
11.3%
+17.7% 21
4 Molly Maid
8.2%
+68.7% 12
5 Cleanster
7.3%
+29.6% 20

Customer Journey Performance

Cleanster demonstrates strongest performance in the Decision stage on ChatGPT (15.5%) where potential customers are ready to book cleaning services, with impressive +60.5% week-over-week growth. The company shows modest Research-stage visibility on ChatGPT (5.1%). However, zero Discovery-stage presence (0% across all platforms) means Cleanster is invisible when potential customers first search for general cleaning advice—missing critical top-of-funnel opportunities where competitors like Handy dominate with 83.5% Discovery share on ChatGPT.

Journey Stage Breakdown by Platform

🔍 Discovery Stage

0.0%
All Platforms
ChatGPT 0%
Gemini 0%
Claude 0%

📚 Research Stage

1.9%
Average Across Platforms
ChatGPT 5.1% +12.7%
Gemini 0.2% -64.2%
Claude 0.5% -29.2%

✅ Decision Stage

7.8%
Average Across Platforms
ChatGPT 15.5% +60.5%
Gemini 7.8% -1.0%
Claude 0.0% N/A

Key Performance Insights

🎯

ChatGPT Decision-Stage Surge

Cleanster's 15.5% Decision-stage share on ChatGPT grew an explosive +60.5% WoW—the strongest momentum indicator. When customers are ready to book, Cleanster is gaining ground fast.

⚠️

Discovery Gap Critical

Zero Discovery-stage presence while Handy dominates with 83.5% ChatGPT Discovery share. Cleanster is invisible when customers first search for cleaning information—losing the battle before it begins.

📈

ChatGPT Momentum Building

Overall ChatGPT brand share at 7.3% with +29.6% WoW growth. Despite starting from a smaller base, rapid acceleration signals emerging market traction and platform algorithm favorability.

💡

Platform Concentration Risk

77% of mentions come from ChatGPT (20 of 26 total). Gemini (1.2%) and Claude (0.3%) severely underperform—diversification needed to reduce platform dependency.

Strategic Recommendations

⚠️ Critical Gap Alert

While Cleanster shows strong ChatGPT Decision-stage momentum (+60.5% WoW), the complete absence of Discovery-stage visibility combined with severe platform concentration creates strategic vulnerabilities:

  • Handy dominates Discovery at 83.5% ChatGPT, 27.8% Claude and captures customers before they consider Cleanster
  • 77% of mentions concentrated on ChatGPT—Gemini (1.2%) and Claude (0.3%) severely underperform
  • Early-stage content optimization needed for general cleaning advice and educational queries
  • Strong rental/Airbnb niche performance (100% share in specific queries) suggests specialization opportunity to differentiate

Priority Actions

Priority Action Target Outcome Impact
Critical Establish Discovery-stage presence 0% → 10% share Capture early-stage cleaning service searchers
Critical Diversify beyond ChatGPT dependency Grow Gemini/Claude to 20%+ share Reduce 77% platform concentration risk
High Accelerate ChatGPT Decision momentum 15.5% → 25% with sustained +50% growth Capitalize on strongest growth channel
High Double down on rental/Airbnb niche Dominate property management Differentiate from Handy's residential focus
Medium Scale ChatGPT Research visibility 5.1% → 15% share Compete with Handy's 32% Research share
Medium Create educational content library Rank for "how-to" queries Build authority in cleaning best practices

Content Strategy & Quick Wins

Content Strategy Framework

📝

Discovery Content Priority

Create foundational content for general cleaning queries—"how to choose cleaning service," "cleaning vs subscription models," "what to expect from first-time cleaning"—currently showing zero visibility.

🎯

Rental Property Specialization

Leverage 100% share in Airbnb/rental management queries by creating comprehensive guides for property managers, vacation rental owners, and turnover cleaning best practices.

📈

Platform-Specific Optimization

Focus 70% of efforts on ChatGPT (77% of mentions, +29.6% growth), 20% on Gemini (growth potential), 10% on Claude (establish presence). Reduce dangerous platform concentration.

💡

Competitive Differentiation

Counter Handy's 30.1% ChatGPT dominance by emphasizing Canadian focus, property management expertise, white-glove service, and vacation rental specialization.

Discovery Stage Target Prompts

These prompts represent a sample of critical Discovery and Research opportunities where Cleanster currently has zero visibility. Targeting these prompts can capture potential customers at the earliest (and also competitor research) stage of their cleaning services search.

Stage Prompt Current Mentions Brand Share # Competitors
Discovery How do cleaning service prices vary by location? 0 0% 0
Discovery What should I expect from a first-time cleaning service? 0 0% 0
Discovery What are white-glove cleaning services? 0 0% 0
Discovery How do cleaning subscriptions work? 0 0% 0
Discovery How does cleaning service availability vary by location? 0 0% 0
Research Can I get same-day cleaning services? 0 0% 3
Research How do I find reliable cleaners for vacation rental? 0 0% 2
Research What's the best way to find a house cleaner? 0 0% 3
Research How do I find cleaners who speak my language? 0 0% 3
Research How do different Canadian cleaning services compare? 0 0% 2