Purpose-built, not repurposed
General-purpose chatbots and coding agents were never wired into your CRM, billing, and warehouse. Marli is — so it returns analyst-grade answers that cite the exact rows behind every number.
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Comparison based on publicly available information as of July 2026. Competitor capabilities and pricing may have changed — check their sites for the latest. ✓ full support · – partial/limited · ✗ not available.
Comparison based on publicly available information as of July 2026. Competitor capabilities and pricing may have changed — check their sites for the latest. ✓ full support · – partial/limited · ✗ not available.
Why Lytica
Better answers, faster — and less expensive.
General-purpose AI can write you a poem or a pull request. It can't tell you why revenue dipped last Tuesday. Lytica is purpose-built to answer questions about your business — grounded in 40+ live integrations, with every number traced back to its source.
Faster to the answer
Marli Fast returns low-latency answers for everyday questions and auto-escalates to Marli Thinking for deep, multi-step analysis — so you never trade speed for rigor.
One platform, lower total cost
Replace the analyst ticket queue, extra BI seats, and a stack of point tools with one token-metered platform. You pay for answers, not per-seat licenses across five products.
Governed and secure by default
SOC 2, WorkOS SSO, and role-based access. Reads are read-only; writes require explicit human approval on destructive actions, with per-organization credential isolation.
Lytica vs general-purpose AI
Great at code and search. Not at your business data.
Coding agents and answer engines are powerful — but they don't connect to your systems, cite your rows, or watch your metrics. Lytica does.
| Capability | Lytica | Claude Code | OpenAI Codex | GitHub Copilot | Perplexity |
|---|---|---|---|---|---|
| Purpose-built for business analytics | |||||
| Connects to your CRM, billing & warehouse | |||||
| Answers cite the exact source rows | |||||
| Generative charts & dashboards | |||||
| Real-time alerts & anomaly detection | |||||
| Workflow automations across tools | |||||
| Write actions with human approval | |||||
| Built for non-technical business teams | |||||
| Enterprise SSO, RBAC & SOC 2 | |||||
| Starting price | From $2,500/mo | $20–$200/mo | $20–$200/mo | $10–$100+/mo | $20/mo |
Lytica vs AI agents & analysts
Closer competitors. Deeper analytics.
AI employees and conversational-analytics tools get you part of the way. Lytica goes further on alerts, workflows, ad-tech depth, and governed write actions.
| Capability | Lytica | Viktor | Mora | Zenzo AI |
|---|---|---|---|---|
| Purpose-built for business analytics | ||||
| Connects to your CRM, billing & warehouse | ||||
| Answers cite the exact source rows | ||||
| Generative charts & dashboards | ||||
| Real-time alerts & anomaly detection | ||||
| Workflow automations across tools | ||||
| Write actions with human approval | ||||
| Deep ad-tech connectors (SSP / DSP) | ||||
| Chrome extension + partner embed SDK | ||||
| Enterprise SSO, RBAC & SOC 2 | ||||
| Starting price | From $2,500/mo | From $50/mo | Custom | Custom |
Faster & less expensive
Speed and savings, without the trade-off.
You shouldn't have to choose between a fast answer and the right one — or between capability and cost.
Sub-minute answers
Marli Fast returns everyday answers in seconds, then automatically escalates to a deeper reasoning pass when a question needs multi-step analysis or a file.
One tool, not five
Analytics, alerting, reporting, and workflow automation collapse into a single conversational surface across 42+ integrations — fewer licenses, less glue code, less context-switching.
Pay for answers
Token-metered pricing means cost tracks the value you get — not a per-seat tax on every employee who might occasionally need a number.
See the difference on your own data.
Start a free 14-day trial or book a working-session demo — bring a real question and we'll answer it live.