# Evan Swanson (@Evan_Swanson_) on x

- id: koinon:creator:x_evan_swanson_
- url: https://koinonlink.com/kol/x/Evan_Swanson_
- schema_version: 1.4

## Identity
- platform: x
- handle: Evan_Swanson_
- platform_url: https://twitter.com/Evan_Swanson_
- website: http://fbanotebook.kit.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4361
- following: 433
- posts_total: 9405
- posts_observed: 3
- posts_per_day: 4.295
- account_age_days: 2190
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00069
- best_post_interactions: 3
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: ecommerce
- subcategory: ecom_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Amazon FBA growth strategies, ecom tool reviews and cancellations, AI applications in ecommerce, DTC and Amazon seller pain points
- bio: Helping 7 & 8 figure brands grow on Amazon with FBA Notebook | Tweets about ecom and AI 🚀 | DTC + Amazon FBA | Outdoors brand

## Audience (inferred)
- status: present
- description: Amazon FBA sellers and ecommerce operators running 7-8 figure brands who rely on tools like Helium 10
- roles: ecom_ops
- seniority: practitioner
- pain_points: Frustration with unreliable or overpriced Amazon seller tools like Helium 10, Difficulty finding trustworthy alternatives when popular tools lose key talent or features, Need to optimize FBA operations without wasting budget on ineffective software
- posts_analysed: 2
- 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: 76
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_evan_swanson_#a8c8c5c0] I'm not sure what H10 did to make their developers so mad. But the employees saw the writing on the wall. Brilliant ones left and started their own company called SoldScope. 75% cheaper. And they are NOT fooling around. Adding all the features sellers have asked for and H10 never (https://twitter.com/Evan_Swanson_/status/2072840244815368313)
- [x_evan_swanson_#bad22a24] I'm hesitant to post this again. But feel like I'd be doing a disservice to Amazon sellers if I didn't. I finally canceled Helium 10. Not because it’s a bad tool. Because I was paying more and more to use less and less of it. My subscription went from: $79 → $99 → $130/month. Mea

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=78, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 11
- 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=x_evan_swanson_
- Request removal: https://koinonlink.com/claim?k=x_evan_swanson_
- Terms: https://koinonlink.com/for-ai