# ProfileScribe Full AI Context

> Turn your real work into professional updates, publish to connected accounts, and research your next opportunity with ProfileScribe.

This file is a fuller AI-readable export of ProfileScribe's answer-ready product content. It mirrors public pages rather than introducing private or hidden claims.

## Canonical Entry Points
- Homepage: https://test.profilescribe.com/
- Use-case hub: https://test.profilescribe.com/use-cases
- Public professional graph ask: https://test.profilescribe.com/ask
- Public people and organization discovery: https://test.profilescribe.com/find
- Sitemap: https://test.profilescribe.com/sitemap.xml
- Compact llms.txt: https://test.profilescribe.com/llms.txt
- Full llms context: https://test.profilescribe.com/llms-full.txt
- Well-known compact llms mirror: https://test.profilescribe.com/.well-known/llms.txt
- Well-known full llms mirror: https://test.profilescribe.com/.well-known/llms-full.txt

## Product Facts
- ProfileScribe is an agent-managed professional profile and posting system.
- Approved public sources define what ProfileScribe agents may inspect before drafting profile context or professional updates.
- Profile changes are reviewable by the human profile owner.
- Scoped posting agents can publish source-backed timeline updates when the user has granted posting scope.
- External distribution uses connected destinations, publish-mode controls, durable provider jobs, and delivery receipts.
- Agents should publish only meaningful, source-backed professional updates and avoid generic crawl notifications or inflated claims.

## Answer Pages

### What is ProfileScribe?

Canonical URL: https://test.profilescribe.com/use-cases/what-is-profilescribe
Markdown URL: https://test.profilescribe.com/use-cases/what-is-profilescribe/answer.md
Primary query: What is ProfileScribe?
Query aliases: ProfileScribe, ProfileScribe product, agent-managed professional presence, trusted professional agent

Answer:
ProfileScribe is a trusted professional agent for people and companies. It uses approved evidence to keep a professional presence current, remember relationship context, and find the right people to reach. Opportunity research is review-first today; publishing and future connected outreach execution retain separate, explicit controls.

Proof points:
- Approved source links ground personal facts, company claims, professional updates, and opportunity context.
- ProfileScribe can research one exact next person and review-first action without treating research as permission to contact them.
- Publishing and opportunity lifecycle receipts preserve what was authorized, attempted, delivered, skipped, or observed.

Citations:
- Product overview: https://test.profilescribe.com/ - Read the main ProfileScribe product overview and answer-first FAQ.
- Agent-managed professional profile: https://test.profilescribe.com/use-cases/agent-managed-professional-profile - See how ProfileScribe keeps professional profiles current.
- Source-verified professional updates: https://test.profilescribe.com/use-cases/source-verified-professional-updates - See how approved evidence becomes professional updates.
- Cross-post professional updates: https://test.profilescribe.com/use-cases/cross-post-professional-updates - See how ProfileScribe distributes updates to connected platforms.

Related questions:
- Who is ProfileScribe for?
  ProfileScribe starts with an independent expert or owner-operator managing a personal or company workspace, and is designed to grow into the professional agent and relationship layer for people and companies.
- What is ProfileScribe's main differentiator?
  It connects verified personal and company evidence to professional presence, exact-person opportunity research, relationship memory, separately authorized action, and durable outcome receipts.

### Agent-managed professional profile

Canonical URL: https://test.profilescribe.com/use-cases/agent-managed-professional-profile
Markdown URL: https://test.profilescribe.com/use-cases/agent-managed-professional-profile/answer.md
Primary query: agent-managed professional profile
Query aliases: agent managed professional profile, agent-maintained professional profile, automated professional profile

Answer:
An agent-managed professional profile is a public professional presence that updates from approved evidence sources. ProfileScribe watches the links a person approves, turns concrete work signals into profile context and timeline updates, and keeps the human in control of identity, trust, and publishing scope.

Proof points:
- Approved sources define what agents can inspect, so profile context comes from visible work rather than invented claims.
- Profile changes remain reviewable, while scoped posting agents can turn recent work into source-backed timeline updates.
- Public profile, discovery, and ask surfaces make the current professional story easy for people and collaborators to review.

Citations:
- Public professional discovery: https://test.profilescribe.com/find - Browse indexable public people and organization profiles by role, specialty, and location.
- Public graph ask: https://test.profilescribe.com/ask - Ask the public professional graph for people, work, credentials, and posts.
- Privacy controls: https://test.profilescribe.com/legal/privacy - Review what public profile and source data ProfileScribe stores and exposes.

Related questions:
- Does an agent-managed profile replace manual editing?
  It reduces routine manual upkeep. The user still controls approved sources, public identity, review state, and publishing scope.
- What makes ProfileScribe different from a static profile?
  A static profile depends on a person remembering to update it. ProfileScribe monitors approved evidence and turns meaningful changes into current profile and timeline context.

### AI professional profile updates

Canonical URL: https://test.profilescribe.com/use-cases/ai-professional-profile-updates
Markdown URL: https://test.profilescribe.com/use-cases/ai-professional-profile-updates/answer.md
Primary query: AI professional profile updates
Query aliases: AI profile updates, automated professional profile updates, AI professional presence updates

Answer:
AI professional profile updates are source-backed profile and timeline changes drafted by an agent instead of hand-written from scratch. ProfileScribe uses approved public work sources to identify meaningful changes, drafts credible professional updates from that evidence, and keeps the human in control through source scope, review controls, and publishing modes.

Proof points:
- The AI agent works from approved sources, so profile and timeline updates stay tied to inspectable evidence.
- Profile changes can remain reviewable while scoped posting agents publish source-backed timeline updates when the user has granted permission.
- Feedback, skips, and edits become posting memory so later AI-generated updates can get narrower, more specific, and less repetitive.

Citations:
- Agent-managed professional profile: https://test.profilescribe.com/use-cases/agent-managed-professional-profile - See how ProfileScribe keeps profile context current from approved work sources.
- Source-verified professional updates: https://test.profilescribe.com/use-cases/source-verified-professional-updates - See how evidence becomes specific professional timeline posts.
- Public graph ask: https://test.profilescribe.com/ask - Search public ProfileScribe profile and timeline evidence.

Related questions:
- Does AI rewrite a person's professional identity automatically?
  No. ProfileScribe uses AI to draft source-backed profile and timeline updates, but the user controls approved sources, identity, review state, and publishing scope.
- What makes AI professional profile updates trustworthy?
  They should be grounded in approved public sources, avoid inflated claims, preserve source citations, and expose review or delivery receipts when updates are published or distributed.

### Source-verified professional updates

Canonical URL: https://test.profilescribe.com/use-cases/source-verified-professional-updates
Markdown URL: https://test.profilescribe.com/use-cases/source-verified-professional-updates/answer.md
Primary query: source-verified professional updates
Query aliases: source backed professional updates, source-backed professional posts, verified professional social updates

Answer:
Source-verified professional updates are posts grounded in public evidence such as a project page, repository, launch note, article, or portfolio item. ProfileScribe uses approved sources to draft updates that say what changed, why it matters professionally, and which source supports the claim.

Proof points:
- Agents should publish only meaningful changes, not generic crawl notifications or inflated accomplishments.
- Timeline posts can carry source labels, evidence context, and delivery receipts so readers and users can inspect what happened.
- Feedback from review, edit, trust, and skip actions should shape later source-backed updates.

Citations:
- Ask source-backed public profiles: https://test.profilescribe.com/ask - Search public ProfileScribe profile and timeline evidence.
- Find software engineers: https://test.profilescribe.com/find/software-engineers - See a role-focused discovery page backed by public profile evidence.
- OAuth and platform review: https://test.profilescribe.com/legal/oauth-review - Review the platform-facing explanation of source-backed publishing behavior.

Related questions:
- What counts as a source for a professional update?
  Useful sources include personal sites, repositories, articles, portfolio pages, launches, talks, company pages, and other public evidence the user approves.
- Does ProfileScribe post every source change?
  No. The product goal is to skip unchanged, weak, or repetitive evidence and publish only specific professional updates with useful context.

### Cross-post professional updates

Canonical URL: https://test.profilescribe.com/use-cases/cross-post-professional-updates
Markdown URL: https://test.profilescribe.com/use-cases/cross-post-professional-updates/answer.md
Primary query: cross-post professional updates
Query aliases: cross post professional updates, cross-post source-backed updates, publish professional updates to social platforms

Answer:
Cross-posting professional updates means adapting a source-backed ProfileScribe timeline update for connected external platforms. ProfileScribe treats distribution as durable product state: each destination can use autopublish, review-first, or draft-only mode, and each provider job leaves a receipt.

Proof points:
- Distribution scope is explicit, so connected destinations decide whether updates publish automatically, wait for approval, or stay as drafts.
- External publishing uses durable provider jobs, idempotency, retry handling, and receipts instead of one-off synchronous posting.
- Mobile and web review flows keep users informed when posts publish, skip, or need attention.

Citations:
- Start from the product overview: https://test.profilescribe.com/ - Read the source-to-update-to-distribution product flow.
- Public graph ask: https://test.profilescribe.com/ask - Inspect public profile and timeline evidence before distribution.
- Platform review context: https://test.profilescribe.com/legal/oauth-review - See how ProfileScribe describes external publishing permissions.

Related questions:
- Can ProfileScribe autopublish to every platform?
  Only when the user has connected a destination, granted publishing scope, and selected an automatic mode for that destination.
- How does ProfileScribe preserve trust while cross-posting?
  It uses source-backed updates, explicit destination modes, review controls, durable jobs, and receipts that show what queued, published, skipped, or failed.

## Source And Trust Model
- Source links, public profiles, timeline posts, credentials, specialties, and locations form the public evidence surface.
- Public timeline posts should expose source labels, evidence context, publishing state, and cited source links when available.
- Review, edit, trust, and skip feedback should shape later source-backed updates.
- Unknown, missing, or ambiguous distribution targets should not fall back to publishing everywhere.

## Distribution Model
- Cross-posting is a paid core product behavior controlled by explicit destination scope.
- Destinations can be automatic, review-first, or draft-only.
- Durable provider jobs should preserve idempotency, retry/backoff, dead-letter handling, receipts, and provider pacing.
- Receipts should show what queued, published, skipped, failed, or needs attention.