# Mia Nova (@mydigitalacademy) on tiktok

- id: koinon:creator:tiktok_mydigitalacademy
- url: https://koinonlink.com/kol/tiktok/mydigitalacademy
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: mydigitalacademy
- platform_url: https://www.tiktok.com/@mydigitalacademy
- website: https://beacons.ai/buildwealthwmianova
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 13763
- following: 117
- posts_observed: 2
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI photo prompts and digital twins, Creating digital products from ideas, Building online businesses with AI, Selling digital products without inventory, Content systems using AI for beginners

## Audience (inferred)
- status: present
- description: Aspiring beginners and solopreneurs wanting to use AI to create digital products and start online businesses without filming or big teams
- roles: content
- seniority: learner
- pain_points: Having to film themselves repeatedly for content, Struggling to turn one idea into sellable products or systems, Lacking audience, team, or inventory to start selling, Feeling overwhelmed by complex business setups and needing simple AI shortcuts
- posts_analysed: 14
- confidence: 0.4

## 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: 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_mydigitalacademy#e35d432e] One photo. One detailed prompt. And suddenly… you have a digital version of YOU. 👀 Imagine creating content without filming yourself every single time. No camera. No setup. No endless retakes. AI is changing the way we create—and you can do this too. 🔥 Want the exact prompt to  (https://www.tiktok.com/@mydigitalacademy)
- [tiktok_mydigitalacademy#cb8c37e5] original sound - mydigitalacademy
- [tiktok_mydigitalacademy#175d7bc2] Check out Mia Nova’s video! #TikTok >
- [tiktok_mydigitalacademy#6b7e645e] Search:
- [tiktok_mydigitalacademy#40e805c9] ai photo prompt
- [tiktok_mydigitalacademy#4bdfd534] You finally realize you don’t need more ideas… you need a system. 👀🤖 AI can help you turn one idea into content, digital products, and an entire online business—without spending hours staring at a blank screen. The women who win with AI won’t necessarily be the ones who know th

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, 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=53, 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=72, 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=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 9
- 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_mydigitalacademy
- Request removal: https://koinonlink.com/claim?k=tiktok_mydigitalacademy
- Terms: https://koinonlink.com/for-ai