CrawlBot AI vs. LobeAI Chatbot Platform
LobeAI focuses on low-code conversational builders. CrawlBot delivers crawl-first, retrieval-grounded answers with citations, adaptive thresholds, and enterprise security. Here is how they compare and how to pair them.
Comparison
| Dimension | CrawlBot AI | LobeAI |
|---|---|---|
| Grounding | Hybrid RAG with refusal policy and citations | Low-code flows, FAQs, and integrations |
| Freshness | Sitemap-first crawl, IndexNow, incremental recrawl | Manual updates to flows and content sources |
| Analytics | Per-embed impressions, opens, chats, messages, fallback reasons | Flow performance and conversion metrics |
| Security | SRI, strict widget CSP, origin checks, SSO, formal threat model | Depends on deployment and config |
| Multi-tenant | Agency friendly styling and quotas per tenant | Single brand focus |
When CrawlBot fits best
- Content-heavy sites need cited answers without building flows from scratch.
- Agencies manage multiple brands and require isolated styling, quotas, and analytics.
- Security teams insist on strict CSP and origin validation for embeds.
- Ops teams want retrieval transparency to reduce hallucinations quickly.
When to use LobeAI
- Campaign landing pages or vertical flows require custom logic and lead capture.
- Teams want drag-and-drop control over conversation branches.
- Quick experiments or prototypes need minimal engineering.
Pairing approach
- Deploy CrawlBot on evergreen content for grounded answers.
- Keep LobeAI for campaigns, promotions, or specialized flows.
- Route account or transactional intents from CrawlBot to LobeAI when structured input is better.
- Compare CrawlBot containment with LobeAI conversion rates to optimize placements.
Grounded answers and low-code flows solve different problems. Using both gives visitors clarity while still enabling scripted journeys when needed.