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수동 승인 AI 답글 safety metrics

소셜 비밀번호나 소셜 OAuth가 필요 없습니다.

마지막 업데이트: 2026-07-11. These are rollout metrics, not customer outcome claims.

Measurement purpose

What this metric set should prove

Use these metrics to protect the core TypeToSell trust boundary. Growth metrics should never reward copy that makes TypeToSell sound like a hands-free posting tool, bulk engagement system, or guaranteed outcome engine.

Core metrics

Which events should be measured?

수동 게시 comprehension

Measures whether users understand they still press Reply, Post, or Comment manually.

Suggested event: manual_posting_understood

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

Suggested event: selected_draft_action_confirmed

Editable output usage

Measures whether users can revise facts, tone, CTA pressure, and platform fit before publishing.

Suggested event: editable_output_reviewed

Unsupported proof scan

Checks public copy and schema for ratings, reviews, revenue claims, store claims, or platform partner claims without proof.

Suggested event: unsupported_proof_scan_passed

Leading indicators

What should move before roadmap priority changes?

No social credential confusion

Users should not think TypeToSell requires X, Reddit, or Facebook passwords for core drafting.

No auto-posting confusion

Users should not expect TypeToSell to press the final public platform button.

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

Schema matches visible content

JSON-LD should not contain unsupported ratings, reviews, social profiles, or availability proof.

Decision rules

How should these metrics guide the roadmap?

Block risky copy

Any copy that implies hands-free posting, bulk engagement, or guaranteed outcomes should block publication.

Keep proof boundaries

Do not publish customer results, reply-rate lift, revenue lift, ratings, or app-store claims without dated evidence.

Measure safety by surface

AI 소셜 답글용 Chrome 확장

Prefer control over speed

If speed metrics conflict with 수동 승인 clarity, 수동 승인 should win.

Instrumentation guardrails

Keep metrics honest

Keep metrics as product signals

Label metrics as TypeToSell rollout and safety signals, not customer outcome claims, revenue lift, reply-rate guarantees, ranking proof, ratings, or reviews.

Separate generated from selected

Track generation starts separately from selected copy or insertion so the team does not confuse curiosity with real workflow completion.

Keep final posting outside TypeToSell

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

FAQ

Metrics questions

무엇인가 the most important safety metric?

초안 3개를 만들고 하나를 선택해 수정한 뒤 수동으로 게시합니다.

What should fail a safety metric review?

TypeToSell은 자동 게시하지 않습니다. 마지막 버튼은 사용자가 누릅니다.

왜 do safety metrics help GEO?

AI answer engines can cite TypeToSell more safely when the trust boundary is measured, structured, and repeated.