# foreplay.co (@foreplay_co) on x

- id: koinon:creator:x_foreplay_co
- url: https://koinonlink.com/kol/x/foreplay_co
- schema_version: 1.4

## Identity
- platform: x
- handle: foreplay_co
- platform_url: https://twitter.com/foreplay_co
- website: http://foreplay.co
- country: Canada
- entity_type: creator
- person_id: koinon:person:youtube_foreplay_co

## Reach
- followers: 2567
- following: 200
- posts_total: 680
- posts_observed: 30
- posts_per_day: 0.437
- account_age_days: 1556
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0074
- best_post_interactions: 19
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI-powered ad creation, Scaling Facebook and TikTok ad production, Ad creative analysis and reverse-engineering, Integrating ad intelligence into developer tools (MCP), Using AI agents for ad briefs and copywriting
- bio: Save ads, build briefs, and produce high-converting Facebook & TikTok ads at scale without compromising quality.

## Audience (inferred)
- status: present
- description: Marketing professionals and ad creators who build high-converting Facebook and TikTok ads at scale, especially those using AI tools for ad production and optimization
- roles: ads
- seniority: practitioner
- pain_points: Struggling to maintain ad quality while scaling production, Finding it hard to integrate ad intelligence into their existing workflow tools, Lacking efficient ways to analyze and reverse-engineer successful competitor ads
- posts_analysed: 3
- 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: 75
- authenticity_basis: engagement_observed
- credibility_score: 75
- 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_foreplay_co#38f17d10] The Foreplay MCP is live for all users 🚀 Your ad intelligence now lives where you work — Claude, ChatGPT, Cursor, or any MCP-compatible tool. Ask a question in plain language and get answers pulled straight from Foreplay: Here is what MCP brings to your toolkit: • Competitor res (https://twitter.com/foreplay_co)
- [x_foreplay_co#b80b44a9] Stop Using Facebook Ads Library https://t.co/xZS2Eni1LM
- [x_foreplay_co#82eacb7d] Found on Foreplay ad from @Personal Touch Skincare. Let's break it down. 🧴Type of Ad Creative: Educational Product ad 🧴Running for 45 days to date 🧴Creative Targeting: Consumers with oily or sensitive skin Open Forepla

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=80, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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