# annedespain (@annedespain) on tiktok

- id: koinon:creator:tiktok_annedespain
- url: https://koinonlink.com/kol/tiktok/annedespain
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: annedespain
- platform_url: https://www.tiktok.com/@annedespain
- website: https://despain-consulting.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3631
- following: 77
- posts_observed: 8
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.98
- category_source: derived_from_recent_content
- topics: AI agent setup with Claude Code, Building reusable AI workflows using Projects and Skills, Using AI to automate business operations, Comparing Microsoft Copilot and Claude for work, Best practices for testing and securing AI agents

## Audience (inferred)
- status: present
- description: Business owners and solopreneurs who use AI tools to automate workflows, especially those building AI agents for their operations
- roles: automation
- seniority: practitioner
- pain_points: Struggling to set up AI tools beyond basic chat interactions, Wasting time repeatedly explaining business context to AI, Facing confusion between different AI platforms like Copilot, Claude, and their features, Lacking confidence in sharing AI agents without proper testing
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_annedespain#a1466521] The Claude Code command that shows you where you keep getting stuck. Run /insights and it reads your recent sessions into a report, then hands you copy-paste prompts to fix what it finds. #claudecode #ai #claude #aitools #TechTips #productivity @claude (https://www.tiktok.com/@annedespain)
- [tiktok_annedespain#7c76339f] original sound - annedespain
- [tiktok_annedespain#261db7f5] It is a becoming a big trend on TikTok now! Click here: claudecode
- [tiktok_annedespain#0e297121] Check out annedespain’s video! #TikTok >
- [tiktok_annedespain#f735ec43] GitHub in plain English, for people who do not code. I run a business, I am not technical, and I am in it every week. Save this for the next time someone drops the word GitHub on you. #github #ai #aitools #techtips #nocode #smallbusiness #learnontiktok @github
- [tiktok_annedespain#afce1555] I can't believe more people aren't talking about @chatgpt voice mode 🇬🇧  I asked it to set up my Google Business Profile hands-free and i

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=7, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=0, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=7, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=7, method=platform_profile

## Freshness
- profile_checked_days_ago: 7
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_annedespain
- Request removal: https://koinonlink.com/claim?k=tiktok_annedespain
- Terms: https://koinonlink.com/for-ai