Outbound AI, 24/7 Support & 100% Automated QA in One
Help AI Understand Your Business & Put Your Brand in the Answer
Officially Listed on Tencent WorkBuddy & OpenClaw
Turn WeCom contacts into trackable enterprise assets
Connect multi-touchpoint conversations with back-office outcomes
StepOne GEO assigns data, query, and content tasks to role-specific Agents. Verified enterprise knowledge flows into downstream tasks while humans verify, review, and decide at critical checkpoints.
Every Agent has clearly defined inputs and outputs. Confirmed outputs from one step become the factual basis for the next, while your team retains final decision authority on fact adoption, content review, and publishing approval.
Evaluating each Agent by its inputs, responsibilities, and outputs makes it clear whether results are ready for the next stage. Available Agents and configuration permissions depend on your account plan.
| Specialized Agent | Mandate | Inputs Read | Deliverable | Human Sign-Off |
|---|---|---|---|---|
| Knowledge Ingestion Agent | Extracts structured corporate facts from web pages and parsable documents | Corporate site, uploaded files & supplemental notes | Source-linked candidate fields & missing-info checklist | ✓ Verify candidate entries before adopting into company profile |
| Product Profiling Agent | Defines what each product does, who it serves, and applicable boundaries | Product decks, enterprise docs & verified specs | Candidate product portrait, scope boundaries & evidence gaps | ✓ Confirm product facts, pricing terms, and applicable scope |
| Query Cluster Agent | Expands buyer phrasings around core queries and analyzes answers & citations | Core queries, research scope & multi-platform results | Query clusters, evidence mappings & content angles | ✓ Set query priorities and optimization targets for the current cycle |
| Topic Planning Agent | Translates priority queries and verified facts into multi-angle content plans | Target queries, verified knowledge & editorial guidelines | Editorial angles, article slate & authoring tasks | ✓ Approve content topics and brand messaging priorities |
| Article Authoring Agent | Drafts structured articles using brand voice profiles and verified facts | Verified facts, product portrait, query evidence & voice profile | Structured articles, FAQs & inline verification flags | ✓ Review facts, tone of voice, and external-facing copy |
| Video Script Agent | Crafts short-form video scripts tailored to buyer queries and product strengths | Approved topics, product specs, media assets & style guide | Scene-by-scene scripts & visual asset cues | ✓ Approve scripts, asset usage, and production scope |
Company profiles, product profiles, and source excerpts serve as shared task context. Candidate claims are adopted only after confirmation, while unsupported items are flagged as missing or pending verification.
Build dedicated writing profiles tailored to your products, brand voice, and editorial standards, then reuse them across topic and article tasks. Every run logs the selected profile version and task history so teams can audit draft sources and generation parameters.
AI assists with structuring and drafting, while your team confirms facts, messaging, and publishing authorization. Client materials are used strictly within authorized scope; any cross-client reuse requires separate explicit approval.
Data collection is not credential verification, a draft is not approved copy, and publishing is not an AI citation. The value of Agents lies in structuring repetitive work clearly and handing evidence and outputs back to humans for judgment.
Outbound AI, 24/7 Support & 100% Automated QA in One
Help AI Understand Your Business & Put Your Brand in the Answer
Officially Listed on Tencent WorkBuddy & OpenClaw
Turn WeCom contacts into trackable enterprise assets
Connect multi-touchpoint conversations with back-office outcomes
Submit to instantly unlock the official 2026 PDF playbook for your selected product, while a StepOneAI Solutions Architect schedules a 1-on-1 demo and pricing assessment tailored to your existing stack.
Select your industry and current primary goal to instantly generate a downloadable, editable StepOne GEO Launch Checklist. No phone number or contact details required—content is generated locally right in your browser.
Includes the Human-Grade Voice Agent Playbook, the StepOne GEO Six-Pulse GEO Playbook, and the Channel Partner Profitability Guide—helping your team streamline technical evaluation and ROI modeling.