# Dom Ricci (@domricci_) on tiktok

- id: koinon:creator:tiktok_domricci_
- url: https://koinonlink.com/kol/tiktok/domricci_
- schema_version: 1.3

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

## Reach
- followers: 19323
- following: 76
- posts_observed: 36
- 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 sales agents for lead follow-up and appointment booking, content automation and repurposing tools, ChatGPT prompts and custom GPTs for business, AI voice agents and receptionist automations, lead quality scoring and competitor content hacking

## Audience (inferred)
- status: present
- description: small business owners and solopreneurs focused on automating sales follow-up and content creation with AI tools
- roles: sales
- seniority: decision_maker
- pain_points: missing or wasting leads that never get followed up, struggling to book enough appointments or sales consistently, running out of content ideas and spending too much time creating across platforms, wanting automation that works 24/7 without needing technical skills
- posts_analysed: 73
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_domricci_#6af2276a] Click one button and get sales from 7 different platforms #contentcreationtools #contentcreation #aitools #aiforbusiness #startups (https://www.tiktok.com/@domricci_)
- [tiktok_domricci_#c3967763] original sound - domricci_
- [tiktok_domricci_#6b7bf139] It is a becoming a big trend on TikTok now! Click here: contentcreationtools
- [tiktok_domricci_#37008c14] Check out Dom Ricci’s video! #TikTok >
- [tiktok_domricci_#babfd9be] The easiest content automation system of 2025 #contentcreation #contentautomation #aiforbusiness #aitools
- [tiktok_domricci_#7fa6bc39] Toxic #chatgptprompts
- [tiktok_domricci_#5b26adf1] #ainews
- [tiktok_domricci_#891dfe1c] Lmk if you want the copy and paste #chatgptprompts

## 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=28, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=28, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=28, 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=8, 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=8, 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=8, method=platform_profile

## Freshness
- profile_checked_days_ago: 8
- content_analysed_days_ago: 0
- audience_updated_days_ago: 28

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