helpshelf.com

What It Is

HelpShelf is an AI support agent tool for product and engineering teams. It can turn websites, help docs, GitHub/repository content, and CLI scan results into searchable knowledge sources. When a user asks a question, it first searches approved sources, then generates an answer with citations; if the evidence is insufficient, confidence is low, the question is sensitive, or the request involves an account, it escalates to a human with relevant context attached.

Core Capabilities

Its core value is not being a general-purpose chatbot, but a support loop built around “search, reason, cite, resolve or escalate.” The search layer explicitly combines BM25 keyword matching with semantic vector search, then merges results using Reciprocal Rank Fusion. It also ranks content by trust tier, prioritizing curated docs. The Floatie widget can be embedded into an app or website with a single script, and supports custom appearance, citation chips, tool-action prompts, and mobile devices. On the developer side, the CLI Scanner can parse frameworks, routes, dependencies, function signatures, README files, test descriptions, and UI copy, and can integrate with CI/CD or GitHub to keep documentation in sync.

Pricing and Trial

Pricing is fairly clear: Free is $0/month and includes 1 agent, 500 AI searches/month, and 100 AI chat messages/month; Pro is $49/month and includes 3 agents, 10,000 searches, 2,000 chat messages, 5 members, no branding, and 48-hour email support; Scale is $149/month and includes unlimited agents/content/members, 100,000 searches, 20,000 chat messages, API access, 24-hour priority support, and analytics export. Annual billing saves 20%, and the product emphasizes that there is no per-seat pricing.

Pros and Cons

Its strengths include traceable answers, low-confidence escalation, a low integration barrier, and coverage of Notion, GitBook, Zendesk, Intercom, Freshdesk, WordPress, GTM, multiple live chat tools, as well as developer workflows such as GitHub/API/CLI. On privacy, the site states that documents are encrypted in transit and at rest, customer conversations are not stored, customer data is not used to train models, and the CLI does not upload source code. The main drawbacks are that the underlying model provider and model versions are not disclosed; there is no information about the Chinese UI or Chinese Q&A quality; API permissions are mainly positioned under the Scale plan on the pricing page; and complex account-specific or personalized issues still require human support.

Who It’s For and China Access

HelpShelf is suitable for SaaS companies, developer-tool vendors, startups, and teams that want to reduce repetitive support workload, especially products that already have documentation but lack an automated support system. Information about access from mainland China, payment methods, Chinese-language support, and local compliance deployment is not disclosed, so China access can only be considered unknown. If using it in China, it is advisable to first test network connectivity, Chinese search quality, and payment feasibility on the free plan. Alternatives to compare include Zendesk, Intercom, Freshdesk, Help Scout, Crisp, and Zoho Desk.