# Ann Smarty (@seosmarty) on x

- id: koinon:creator:x_seosmarty
- url: https://koinonlink.com/kol/x/seosmarty
- schema_version: 1.4

## Identity
- platform: x
- handle: seosmarty
- platform_url: https://twitter.com/seosmarty
- website: https://www.smarty.marketing/
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 62534
- following: 3882
- posts_total: 85765
- posts_observed: 12
- posts_per_day: 12.444
- account_age_days: 6892
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00053
- best_post_interactions: 33
- 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: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI visibility growth case studies, GEO/AEO optimization tactics, Prompt tracking and monitoring, Reddit marketing for SEO, Client visibility wins vs competitors
- bio: Co-founder of @smartyMktg, SEO, GEO/AEO, Reddit Marketing 😎 20+ years of SEO experience. I've seen it all 💪 Newsletter: https://t.co/zuHJw1yixd

## Audience (inferred)
- status: present
- description: SEO practitioners, digital marketers and agency owners focused on AI visibility, GEO/AEO and modern search optimization
- roles: seo_geo
- seniority: practitioner
- pain_points: Tracking which prompts drive AI visibility results, Competing with big brands like Salesforce for AI answer placement, Proving and measuring real AI visibility gains beyond vanity metrics, Optimizing content for generative engines without clear benchmarks
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 79
- authenticity_basis: engagement_observed
- credibility_score: 94
- 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_seosmarty#774c35e7] "I grew my client's AI visibility from 15% - 40% in 6 weeks" (https://twitter.com/seosmarty/status/2067031100543705600)
- [x_seosmarty#d8978e74] 🙄
- [x_seosmarty#dacac95d] And then there's this screenshot showing how this guy managed to achieve better visibility than Salesforce and Zendesk in 6 weeks... 😆
- [x_seosmarty#49b4c49f] Listen, if I were the owner of Lorikeet paying this guy, my first question would be, "Which prompts are we tracking?"
- [x_seosmarty#ac76acef] Because I can show better results in visibility without doing anything and jus

## 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=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=79, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 12
- 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_seosmarty
- Request removal: https://koinonlink.com/claim?k=x_seosmarty
- Terms: https://koinonlink.com/for-ai