# Ciara Cera (@ciaracera) on tiktok

- id: koinon:creator:tiktok_ciaracera
- url: https://koinonlink.com/kol/tiktok/ciaracera
- schema_version: 1.4

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

## Reach
- followers: 77741
- following: 724
- posts_observed: 1
- 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: lifestyle
- subcategory: travel
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Texas flea markets and antique malls, Hidden local businesses and support-local spots, Vintage, thrift, and creative reuse stores, Unique food trucks and neighborhood eateries, Budget-friendly surplus and bin stores

## Audience (inferred)
- status: present
- description: Texas locals and visitors who hunt for flea markets, vintage/antique shops, hidden local businesses, and unique non-chain experiences in Austin, San Antonio, Houston, and nearby towns
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find affordable or unique local spots instead of chains and tourist traps, Missing out on vintage, thrift, and surplus deals that require insider knowledge, Wanting authentic small-business experiences but lacking time or local intel to discover them, Seeking low-cost or free things to do that still feel special and off-the-beaten-path
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_ciaracera#9ba6b1e6] El Paraiso Ice Cream has been serving San Antonio for over 40 years and still hand makes thousands of paletas every single day with a tiny team and almost no automation. they still make weird old school flavors you rarely see now like  pickle tamarind mango con chile horchata pec (https://www.tiktok.com/@ciaracera)
- [tiktok_ciaracera#0eb5b03c] Como Te Voy a Olvidar
- [tiktok_ciaracera#f0d0ae40] It is a becoming a big trend on TikTok now! Click here: supportlocalbusiness
- [tiktok_ciaracera#5e48fd4c] Check out Ciara Cera’s video! #TikTok >
- [tiktok_ciaracera#4112b31c] Need cheap furniture in Austin? This place might save you hundreds. The State Surplus Store sells furniture, electronics, office equipment, tools, cameras, vehicles, and more from Texas state agencies and Texas airports. Inventory changes constantly, but I found d

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=77, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 13
- 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_ciaracera
- Request removal: https://koinonlink.com/claim?k=tiktok_ciaracera
- Terms: https://koinonlink.com/for-ai