# Harry Sanders (@harrysandersseo) on tiktok

- id: koinon:creator:tiktok_harrysandersseo
- url: https://koinonlink.com/kol/tiktok/harrysandersseo
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: harrysandersseo
- platform_url: https://www.tiktok.com/@harrysandersseo
- website: Insta.harrysanders.com
- country: Australia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2448
- following: 20
- posts_observed: 1
- 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: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI search optimization / GEO, Tools for AI search visibility, Technical SEO fixes for crawlers, Backlink strategies, Transition from classic SEO to AI era
- bio: I grew a $20M SEO agency from nothing. Now I teach AI Search for free.
 🦅 Founder @StudioHawk (AU · US · UK)
 🎓 Free AI Search course ↓

## Audience (inferred)
- status: present
- description: SEO practitioners, freelancers and small agency owners focused on adapting traditional SEO to AI search visibility
- roles: seo_geo
- seniority: practitioner
- pain_points: Websites not being crawled or cited by AI engines like ChatGPT, Wasting time on outdated SEO tactics that no longer work, Technical site issues (JS rendering, crawlability) blocking AI visibility, Lack of clear tools and methods to measure or improve AI search presence
- posts_analysed: 15
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_harrysandersseo#3ad7db9e] At 17 I was homeless. I slept with a laptop under my head every night because it was my only way out. At 13, I'd taught myself SEO. At 14, I was freelancing. At 17, I was on the streets for 8 months. A social worker called Carla helped me on her day off - every Friday - for month (https://www.tiktok.com/@harrysandersseo)
- [tiktok_harrysandersseo#a446e9a0] original sound - harrysandersseo
- [tiktok_harrysandersseo#31b81246] Check out Harry Sanders’s video! #TikTok >
- [tiktok_harrysandersseo#b5248519] I've been doing SEO since I was 13. That's 15 years. 2011: Keyword stuffing worked. The indust

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=52, 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=52, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=52, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- content_analysed_days_ago: 52
- audience_updated_days_ago: 52

## AI retrieval
- indexing_requests: 8
- 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_harrysandersseo
- Request removal: https://koinonlink.com/claim?k=tiktok_harrysandersseo
- Terms: https://koinonlink.com/for-ai