# Excel Stacks (@excelstackspro) on tiktok

- id: koinon:creator:tiktok_excelstackspro
- url: https://koinonlink.com/kol/tiktok/excelstackspro
- schema_version: 1.4

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

## Reach
- followers: 178512
- following: 6
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Excel tutorials, Project trackers and Gantt charts, Dashboards and reporting, VBA and functions like TOCOL, Inventory and recruitment trackers
- bio: Master Excel with ease! 📊 Join us now | Download Excel templates👇🏻

## Audience (inferred)
- status: present
- description: Office workers, project coordinators, inventory managers and small business operators who use Excel daily for tracking and reporting
- roles: data
- seniority: practitioner
- pain_points: Manually resizing columns and formatting wasting time, Cleaning messy data and building trackers from scratch, Creating professional dashboards without advanced skills, Tracking inventory, projects or attendance inefficiently
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_excelstackspro#9c5eed8d] Create Project tracker from scratch in just 3 minutes! #excel #tiktoktips #exceltutorial #excelstacks #learnexcelontiktok #excelhelp #productivityhacks #spreadsheetskills #microsoftexceltutorial #fyp #fypage #fypppppppppppppp (https://www.tiktok.com/@excelstackspro)
- [tiktok_excelstackspro#cf8a0a62] The Multiverse
- [tiktok_excelstackspro#1b694ca0] It is a becoming a big trend on TikTok now! Click here: excel
- [tiktok_excelstackspro#cae2dd2a] Check out Excel Stacks’s video! #TikTok >
- [tiktok_excelstackspro#ae09b85e] I am present teacher! please do not mark my absent! #excel #exceltips #exceltutorial #learnexcelontiktok #excelhelp #productivityhacks #spreadsheetskills #microsoftexceltutorial #fyp #fypage #fypppppppppppppp
- [tiktok_excelstackspro#db2bdaaf] Beat-strong BGM
- [tiktok_excelstackspro#6b7e645e] Search:
- [tiktok_excelstackspro#c1069f17] how to separate time and date in excel

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=68, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

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