AI Analytics Platform
Tellius
SF 8.5Decision intelligence with AI driven insights
Contact sales
AI Market & Competitive Intelligence
Crayon
SF 8.4Competitive intelligence for B2B revenue teams
Contact sales
Quick decision guide
Choose based on your workflow
Tellius may fit better if...
- Search Analytics
- AI Insights
- Kaiya Agents
Crayon may fit better if...
- Competitor Tracking
- Sales Battlecards
- AI Summaries
Overview
How each tool is described
Tellius
What is Tellius?
Tellius is an agentic analytics platform that combines conversational data exploration, automated root-cause analysis, visualization, machine learning, and AI agents so business users can investigate enterprise data and move from questions to governed analytical findings.
- Analytics workflow: Kaiya answers natural-language questions against governed enterprise data, while Deep Insights can investigate why metrics changed using techniques such as variance decomposition, driver analysis, cohorts, trends, anomalies, correlations, segmentation, and forecasting.
- Agentic analysis: Agent Mode plans and executes multi-step investigations, selecting tools such as SQL and Python for different analytical tasks. Custom Workflows can encode domain expertise and business logic into reusable, governed analytical processes for repeated investigations.
- Operational fit: Kaiya Everywhere extends Tellius into browser workflows, Slack, Microsoft Teams, embedded applications, and MCP-compatible tools such as Claude or enterprise agents. These access points use the same contextual intelligence layer, business definitions, permissions, and analytical context maintained in Tellius.
- Commercial considerations: Tellius uses customized pricing for Premium and Enterprise. Premium is designed for teams of up to 10 users and is hosted on Tellius Cloud, while Enterprise supports unlimited users, unlimited live-data scale, additional APIs and security controls, embedding, and deployment on Tellius Cloud, a customer cloud, or on-premises infrastructure.
Tellius is particularly relevant to organizations that want conversational analytics to progress beyond dashboard Q&A into governed root-cause investigation, prediction, and reusable agent-driven analytical workflows.
Crayon
What is Crayon?
Crayon is a competitive intelligence platform for B2B teams that need to turn market changes and field intelligence into material sellers can use in competitive deals. It automatically monitors signals such as competitor website changes, pricing updates, job postings, release notes, support content, customer reviews, SEC filings, and press releases. GTM Insights extends that picture with intelligence from sources such as Gong, Chorus, and Clari call recordings, Slack conversations, win/loss interviews, surveys, and live-deal information. Crayon AI then ranks important changes and summarizes them so competitive-intelligence teams can focus on the signals most likely to matter.
- Best fit: Product marketing, competitive intelligence, and revenue-enablement teams that need both continuous competitor monitoring and a way to operationalize what they learn. Sparks can run scheduled AI research and analysis across competitive data and turn the results into battlecards, reports, newsletters, and live content that refreshes as new information arrives. Those assets can be surfaced in Salesforce, HubSpot, Slack, Microsoft Teams, Highspot, Seismic, Showpad, Guru, and SharePoint rather than requiring sellers to search a separate intelligence repository.
- Check first: Decide how much of the platform you need beyond external monitoring. Crayon also covers internal GTM intelligence, win/loss analysis, battlecard engagement, competitive pipeline metrics, and influenced-revenue measurement. Crayon Answers gives sellers a generative-AI interface for asking competitive questions against the organization’s curated competitive content, including from tools such as Slack and Microsoft Teams. Crayon does not currently publish a standard per-seat price list; its website routes buyers through a pricing inquiry and demo process, so commercial terms should be confirmed directly for the required scope.
Bottom line: Crayon is most relevant when competitive intelligence needs to progress from detecting what competitors changed to maintaining deal-ready guidance, distributing it inside sellers’ existing tools, and measuring whether that guidance is actually being used.
Side-by-side
Key differences
Criteria
AI Analytics PlatformTellius
AI Market & Competitive IntelligenceCrayon
Best for
AI Analytics Platform
AI Market & Competitive Intelligence
Score
8.5/10
8.4/10
Pricing
Contact sales
Contact sales
Category / audience
AI Analytics Software › AI Analytics Platform
- AI analytics
- decision intelligence
- Kaiya AI
AI Analytics Software › AI Market & Competitive Intelligence
- sales enablement
- ai summaries
- competitive intelligence
Feature check
Side-by-side feature check
Feature
Tellius
Crayon
Search AnalyticsLets users ask business questions naturally
-
AI InsightsExplains metric changes and key drivers
-
Kaiya AgentsAutomates multi step analytics workflows reliably
-
Driver AnalysisFinds important segments behind performance shifts
-
Live DashboardsShares visual narratives and operational views
-
Data PrepConnects and prepares cloud business data
-
12 capabilities compared.12 differentiating rows are shown first.
Use cases
Who they're built for
Tellius
- Explain changes in business metricsFind drivers behind revenue, churn, or demand shifts
- Give business users search based analyticsLet teams ask questions without building dashboards first
- Automate root cause analysis workflowsUse AI to surface segments and influencing factors
Crayon
- Track competitor website and pricing changesMonitor competitor moves without manual research every week
- Build battlecards for sales teamsGive reps useful positioning before competitive deal conversations
- Summarize market signals for product marketingTurn competitor updates into clearer strategic talking points
The trade-offs
Pros & cons of each tool
Trade-offs
Tellius
Pros
- Combines search, diagnostics, dashboards, and agents effectively
- Kaiya helps translate analysis into business narratives
- Strong fit for complex diagnostic analytics needs
Cons
- Full value requires well prepared data foundations
- Custom pricing needs sales led scoping process
- Broader scope may feel heavy for dashboards
Trade-offs
Crayon
Pros
- Automates competitor monitoring across many public signals
- Battlecards connect insights directly to sales workflows
- AI summaries reduce manual product marketing review time
Cons
- ROI depends on sales team battlecard adoption
- Pricing is custom and needs scoping calls
- Lightweight monitoring tools may suit smaller teams
Final verdict
Best fit depends on your workflow
Current catalog data shows meaningful overlap between Tellius and Crayon. Use the signals below to decide based on workflow, ecosystem, pricing, and implementation fit.
Differentiators available
Tellius has 4 visible decision signals and Crayon has 4.
Score signal
Tellius has the higher SoftFinders Score in the current catalog data.
Choose Tellius if…
- Explain changes in business metrics
- Give business users search based analytics
- Automate root cause analysis workflows
- Search Analytics
Choose Crayon if…
- Track competitor website and pricing changes
- Build battlecards for sales teams
- Summarize market signals for product marketing
- Competitor Tracking
TRY THEM YOURSELF
See which one fits your workflow
Both tools have their strengths, the best way to decide is to spend a few minutes inside each.