# The FOUNDERS Cafe (@thefounderscafe) on tiktok

- id: koinon:creator:tiktok_thefounderscafe
- url: https://koinonlink.com/kol/tiktok/thefounderscafe
- schema_version: 1.4

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

## Reach
- followers: 2655
- following: 5
- posts_total: 330
- posts_observed: 4
- 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: lifestyle
- subcategory: food
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: cafe food and bakery items, community runs and wellness events, private parties and meet & greets, holiday and seasonal promotions, Made in Johor community pride
- bio: IG
@thefounderscafe.co JOHOR
@thefoundershutton PENANG
@thefoundersbakery BAKERY

## Audience (inferred)
- status: present
- description: Johor Bahru locals and families who frequent cafes for food, events, and community activities
- roles: consumer
- seniority: consumer
- pain_points: finding spacious family-friendly cafes with playgrounds and events space, access to fresh healthy food options like sourdough and superfood smoothies, joining local community runs or wellness events in JB, discovering new menu items and seasonal promotions nearby
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_thefounderscafe#ec77e31a] 🇲🇾"More Than Just a Cafe, led by #DADDY @soonporter & Alexa Ooi (recipe developer). Since 2017, we've taken immense pride in delivering #GOOD VALUE—a blend of #GOOD PEOPLE, #GOOD COMMUNITY, #GOOD FOOD, #GOOD Artisan BAKERY, #GOOD COFFEE, & #GOOD EVERYTHING—to our Darling #Stron (https://www.tiktok.com/@thefounderscafe)

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=80, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 7
- 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_thefounderscafe
- Request removal: https://koinonlink.com/claim?k=tiktok_thefounderscafe
- Terms: https://koinonlink.com/for-ai