# Coffee & Contracts (@coffeeandcontracts) on tiktok

- id: koinon:creator:tiktok_coffeeandcontracts
- url: https://koinonlink.com/kol/tiktok/coffeeandcontracts
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: coffeeandcontracts
- platform_url: https://www.tiktok.com/@coffeeandcontracts
- website: https://coffeecontracts.com/?utm_source=tiktok&utm_medium=social&utm_campaign=signup&utm_content=bio
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15015
- following: 263
- posts_observed: 66
- verified: false
- size_tier: koc

## 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: 0.9
- category_source: derived_from_recent_content
- topics: Using Claude AI for real estate tasks, Social media content planning and hooks for agents, Real estate marketing strategies and posting schedules, Building AI dashboards and automations, Open house and listing promotion tactics

## Audience (inferred)
- status: present
- description: Real estate agents (realtors) who create their own social media content and want to adopt AI tools like Claude for marketing and daily tasks
- roles: content
- seniority: practitioner
- pain_points: Spending too much time manually writing social posts, hooks, and newsletters, Struggling to consistently stay top of mind with buyers and sellers on social media, Difficulty integrating AI tools with CRM, MLS, email, and call notes, Creating engaging content for average or unattractive listings
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- flagged_for_review: false
- koinon_bd_grade: B — 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_coffeeandcontracts#eb04456f] turning it into a post people actually want to read.  most real estate content isn’t bad. it’s just too broad, too predictable, or sounds like something ANY agent could have posted. the posts that hold attention give people a reason to wonder what comes next. they’re specific, op (https://www.tiktok.com/@coffeeandcontracts)
- [tiktok_coffeeandcontracts#437ed7d7] Spacey
- [tiktok_coffeeandcontracts#f0749dcf] Check out Coffee & Contracts’s video! #TikTok >
- [tiktok_coffeeandcontracts#1bf29b4a] there’s a big difference between having a good content idea and…
- [tiktok_coffeeandcontracts#334ad809] comment your ride below + follow for more real estate content!
- [tiktok_coffeeandcontracts#9521e6e3] Low Rider
- [tiktok_coffeeandcontracts#486a4f32] 🚗👀 guess

## 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=22, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=22, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=22, 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=3, 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=3, 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=3, method=platform_profile

## Freshness
- profile_checked_days_ago: 3
- content_analysed_days_ago: 0
- audience_updated_days_ago: 22

## 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_coffeeandcontracts
- Request removal: https://koinonlink.com/claim?k=tiktok_coffeeandcontracts
- Terms: https://koinonlink.com/for-ai