# WordStream (@WordStream) on youtube

- id: koinon:creator:youtube_wordstream
- url: https://koinonlink.com/kol/youtube/WordStream
- schema_version: 1.4

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

## Reach
- followers: 9460
- 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: Local SEO, Google Ads优化, 本地关键词研究, 广告基准报告, Meta Ads
- bio: WordStream by LocaliQ is your go-to source for data, insights, and endless digital marketing ideas. Our original content, powered ...

## Audience (inferred)
- status: present
- description: small to mid-sized advertisers and frontline campaign managers focused on local SEO and Google Ads/Meta Ads
- roles: ads
- seniority: practitioner
- pain_points: High and uncontrollable click costs on Google Ads and Meta Ads, Difficulty in achieving local SEO rankings and driving traffic, Inaccurate keyword research leading to poor ad and SEO performance, Lack of reliable benchmark data for ad performance to inform decisions
- posts_analysed: 6
- confidence: 0.4

## 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: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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
- [youtube_wordstream#34f006d5] 4 Tips for Local SEO (https://www.youtube.com/@WordStream)
- [youtube_wordstream#5530c241] How To Write A Business Description
- [youtube_wordstream#3c87d2dd] How to Do Local Keyword Research
- [youtube_wordstream#42d3487a] How to Lower Cost per Click in Google Ads & Meta Ads [Tutorial]
- [youtube_wordstream#b813f444] 2026 Google Ads Benchmarks Report
- [youtube_wordstream#74c667e6] Surprising Findings From Our Study of 15K+ Google Ads Accounts

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=71, 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=71, 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=71, 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=71, method=platform_profile

## Freshness
- profile_checked_days_ago: 71
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

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