Who this guide is for
Product, editorial, legal, safety, and business teams developing AI-assisted guidance.
AI-assisted discovery is changing how people phrase questions, compare options, and move between research and action. Brands still have to earn trust with accurate information, structured knowledge, useful experiences, and transparent pathways.
Write the responsibility statement
Define intended users, helpful tasks, excluded uses, risks, professional boundaries, and ownership before choosing technology.
Govern knowledge and commerce
Document approved sources, update schedules, ranking criteria, sponsorship, referral relationships, and conflicts of interest.
Protect people and data
Minimize collection, secure sensitive inputs, provide notices and choices, limit retention, and design high-risk escalation.
Evaluate continuously
Test accuracy, unsupported claims, harmful omissions, bias, local relevance, refusal, escalation, user understanding, and outcome quality.
What this can look like
A local benefits guide should distinguish public information from legal advice, cite official starting points, explain eligibility uncertainty, and avoid steering people toward a commercial partner when a free resource is more appropriate.
What to measure
Measurement should follow the decision this work is meant to improve. Use a small set of outcome, quality, and diagnostic indicators rather than turning every available event into a success metric.
- Supported-answer rate
- User understanding
- Appropriate refusal
- Escalation quality
- Privacy incidents
- Commercial neutrality checks
Common mistakes to avoid
- Using a disclaimer as the entire safety system
- Optimizing conversation length
- Allowing sponsors to influence hidden rankings
- Launching without editorial ownership
Frequently asked questions
Should an AI guide identify itself?
Yes. People should understand that they are interacting with an AI-assisted system and know how to reach human support.
Are citations required?
For consequential or factual guidance, accessible source links and provenance materially improve inspectability.
Can a character improve trust?
A character can improve approachability and continuity, but must not imply credentials, emotion, or certainty the system does not have.
Explore AI guidance with EMG
EMG Guides combine editorial standards, local context, conversational assistance, and accountable next steps.
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