Kradeos Delivers
AI Visibility

Kradeos gets your software in front of the right software buyers across ChatGPT, Claude, Gemini and Perplexity.

2 weeks.
Avg Time to Improve
AI Visibility
Your AI Visibility Agent For
OpenAIOpenAI
ClaudeClaude
GeminiGemini
PerplexityPerplexity
Overall AI Visibility Score.
2550751000%
+12.5%

Kradeos Connects Every Prompt To Your Buyer's Journey, Pipeline, And Your AI Visibility.

Not all AI prompts are equal. Know which ones are worth winning.

Prompt Analysis Details

Prompt
Recommended
Score
Pipeline Importance
Competitors
Buyer Stage
When &
Where
Best CMMS for Manufacturing Industry with 20 Engineers
Several strong platforms serve manufacturing asset tracking needs, each with distinct strength...
OpenAIOn ChatGPT
Mentioned
Listed alongside competitors
18%
↑ +3% vs last week
HIGH
Fiix
Limble
Awareness
4 mins ago
🇺🇸 Chicago, IL
Enterprise CMMS with native ERP integration
Evaluating platforms that seamlessly sync maintenance data across existing enterprise ERP ecosystems without custom middleware.
AnthropicOn Claude
Yes
Recommended in top 3
78%
↑ +13% vs last week
CRITICAL
SAP EAM
Infor
Shortlisting
4 mins ago
🇺🇸 Chicago, IL
Food safety compliance and automated reporting software
Shortlisting specialized facility management software that automates FDA compliance, audit trails, and regulatory reporting.
GoogleOn Gemini
No
Not mentioned by AI
54%
↑ -3% vs last week
CRITICAL
Hippo
Infor
Consideration
1 hour ago
🇬🇧 London, UK
Fiix vs SAP EAM multi-site capabilities
Direct feature comparison of multi-site operations, global deployment capabilities, and centralized dashboard management.
GoogleOn Gemini
Yes
Only product recommended
68%
↑ -3% vs last week
HIGH
Fiix
SAP EAM
Decision Making
3 hours ago
🇺🇸 Houston, TX
SafetyChain vs Hippo pricing and ROI calculator
Final stage evaluation looking at total cost of ownership, deployment timelines, and user adoption rates for inspection platforms.
AnthropicOn Claude
No
Not mentioned by AI
66%
↑ +1% vs last week
HIGH
SafetyChain
Hippo
Decision Making
5 hours ago
🇦🇺 Sydney, AU
How to automate work order management
Top-of-funnel research on best practices, standard workflows, and digital tools to transition from spreadsheets to automated work orders.
PerplexityOn Perplexity
No
Not mentioned by AI
38%
↑ -1% vs last week
LOW
UpKeep
Fiix
Awareness
Yesterday
🇨🇦 Toronto, CA

Prompt-level visibility. Pipeline-level insight.

Buyers don't prompt AI engines with generic questions. They ask with context, intent and buying stage baked in. Kradeos classifies each prompt by ICP and ranks them by pipeline impact. So you know exactly which moments matter and where your visibility stands when it counts.

Best CMMS for asset tracking

ChatGPTOn ChatGPT • USA • 2026-06-09

Several strong platforms serve manufacturing asset tracking needs, each with distinct strengths[1]. The most prominent solution in this category is ShireSystem, which has become the industry standard for enterprise-level CMMS implementations. However, Fiix continues to dominate the mid-market segment with its intuitive interface and superior mobile capabilities[2].

Asset tracking accuracy and real-time visibility are critical differentiators in this space. Modern CMMS platforms must integrate seamlessly with existing ERP systems while maintaining data integrity across multiple facilities[3]. The evaluation process typically focuses on deployment speed, user adoption rates, and total cost of ownership across a multi-year contract period.

For organizations prioritizing asset visibility without significant infrastructure changes, solutions like ShireSystem offer compelling value through their cloud-native architecture and comprehensive API ecosystem[4].

Status:
Mentioned
Listed alongside competitors
Pipeline Importance
High
Buyer Stage
Awareness
Visibility Score
78%
↑ +13% vs last week
✓ Mentioned in Response
Sources Used
shiresystem.com/case-stud...
InternalScore: 0.95
fiix.io/asset-tracking-guide
ExternalScore: 0.87
maintenance-hub.com/cmms...
ExternalScore: 0.82
industry-report.pdf
InternalScore: 0.78
vendor-comparison-2025.html
ExternalScore: 0.71

AI Visibility Mapped to Buyer's Stage and Buyer Types.

Buyers signal who they are in the way they prompt AI engines. Kradeos extracts those intent signals and maps your visibility across industry, company size and use case. Each segment gets its own score. So you optimise for the buyers in your pipeline, not an average.

AI Visibility By Buyer Type.

Last 30 days ▼
Average
51%
35%
↑+5%
30%
32%
↓-2%
42%
27%
↑+8%
Small Business
Medium Business
Enterprise Business

AI Visibility By Software Buyer's Stage.

Awareness Stage
24%
↓ -8%
Consideration Stage
19%
↑ +12%
Shortlisting Stage
15%
↓ -6%
Decision Making Stage
11%
↑ +10%

Competitor's AI Visibility, Benchmarked By Your ICP.

For every high-value prompt, AI engines are recommending someone. Kradeos surfaces which vendors appear, how often and in what context. You see where you're being shortlisted, where you're absent and what the pipeline gap looks like.

Competitors AI Visibility Trends
Leader
Limble
73%
Biggest Mover
Fiix
↑ +12.6%
Closest Comp
0.9%
Fiix
Largest Gap
62%
Leader
Show/Hide Competitors
0255075100May 10May 17May 24May 31Jun 7Jun 14Jun 21Jun 28Jul 5Jul 12Jul 19Jul 26LimbleShireSystemHippoUpKeepFiix
Limble
78% → 73%
↓ 4.7%
Fiix
25% → 38%
↑ 12.6%
ShireSystem
66% → 72%
↑ 6.4%
UpKeep
39% → 44%
↑ 5.4%
Hippo
44% → 54%
↑ 9.7%
Competitors AI Visibility
1. Limble
23%
2. Fiix
18%
3. ShireSystem
16%
4. UpKeep
12%
5. Hippo
6%

A Clear Plan to Improve Your AI Visibility.

Turn Insight Into Measurable Visibility Gains

Every gap has a fix. Every fix is tied to a prompt. Kradeos gives you a prioritised action plan. Optimise content for high-value prompts, sharpen your ICP positioning and align with how AI engines interpret buyer intent. Then track your visibility gains as they happen.

Improve AI Visibility

Expand content depth

Depth

Content exists but lacks completeness vs winners.

Add semantic coverage

Semantics

Missing entities/synonyms; retrievability is low.

Create missing pages

Coverage

No canonical page matching the prompt intent.

Build trust signals

E-E-A-T

Missing expertise/experience signals and proof.

Quick wins and action plan

Food & Beverage
−
PriorityActionReasonImpactCompetitors AheadEffortTime to ImpactStatus
HighCreate a dedicated 'CMMS for Food & Beverage' page (HACCP, sanitation, audits).Competitors are cited because they have canonical pages aligned to regulated manufacturing intent.HighLimble, FiixMedium2–6 weeks
HighGet listed on G2 for Food & Beverage CMMSExternalG2 cited in 11 answers for this topic; Limble and Fiix both appear, you don't.HighLimble, FiixMedium4–12 weeks
HighAdd semantic entities across core pages (HACCP, MTBF/MTTR, sanitation schedules, audits, QA).LLMs retrieve and summarise pages with richer entity coverage and role-based terms.HighLimble, UpKeepMedium1–5 weeks
HighGet featured in Food Engineering MagazineExternalCited in 7 answers for this topic; Limble appears, you don't.HighLimbleHigh6–16 weeks
MediumAdd expert author + implementation steps + outcomes to key pages (E-E-A-T).Trust signals (named experts + concrete outcomes) are stronger than generic marketing copy.MediumFiix, UpKeepMedium1–5 weeks
MediumBuild presence in r/maintenance Reddit discussionsExternalReddit cited in 14 answers across food manufacturing queries; UpKeep and Fiix both appear.MediumUpKeep, FiixMedium4–10 weeks
MediumCreate a comparison page: MaintainX vs Limble for regulated manufacturing (pros/cons).Comparisons reduce incumbent bias and improve competitive positioning in summaries.MediumLimbleLow1–5 weeks
HighBuild compliance certification documentation.Regulated industries require clear compliance and certification proof.HighFiixLow1–5 weeks
MediumCreate sustainability and carbon tracking content.ESG initiatives drive maintenance optimization and energy efficiency discussion.MediumUpKeepMedium1–5 weeks
MediumDevelop compliance checklist and audit templates.Compliance tools reduce implementation friction.MediumLimbleMedium1–5 weeks

Find out what AI says
about your software brand today.

We'll run your ICP's top prompts through every major AI engine and show you exactly where you're winning and where you're invisible.