# kala.socials (@kala.socials) on tiktok

- id: koinon:creator:tiktok_kala.socials
- url: https://koinonlink.com/kol/tiktok/kala.socials
- schema_version: 1.4

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

## Reach
- followers: 3352
- following: 666
- posts_observed: 17
- 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: martech
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Social media content strategy for realtors, Free referral maps and networks for female agents, Canva templates and AI prompts for real estate posts, Consistent posting to generate leads without listings, Outsourcing social media management for realtors
- bio: ✨ Social media done FOR female Realtors
📲 Get leads without posting 24/7
🌎 Join our referral network for FREE👇

## Audience (inferred)
- status: present
- description: Female real estate agents (realtors) who want to generate leads via social media and referral networks instead of traditional methods
- roles: content
- seniority: practitioner
- pain_points: Information about referral agents is scattered and hard to find, Spending hours creating daily social media content from scratch, Inconsistent posting fails to produce quality leads, Traditional tactics like buying leads or cold calling feel ineffective or outdated
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_kala.socials#192c65f1] Let’s see if we can find all 50 🙌 #realtor #realestateagent #realther #socialmedia (https://www.tiktok.com/@kala.socials)
- [tiktok_kala.socials#7a1c7103] Outro by M83
- [tiktok_kala.socials#7c10b180] Outro
- [tiktok_kala.socials#add5af5c] It is a becoming a big trend on TikTok now! Click here: realtor
- [tiktok_kala.socials#8ca3508d] Check out kala.socials’s video! #TikTok >
- [tiktok_kala.socials#938ab3c2] 🚨 Female Realtors: you’d be silly NOT to add yourself to this FREE referral map. Why let your information get buried in someone’s Google Sheet when agents across the country could find you in seconds? Whether you’re looking to grow your referral network, receive more out-of-stat

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=67, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 12
- 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_kala.socials
- Request removal: https://koinonlink.com/claim?k=tiktok_kala.socials
- Terms: https://koinonlink.com/for-ai