# Kinder • Grinder (@kinder_grinder) on x

- id: koinon:creator:x_kinder_grinder
- url: https://koinonlink.com/kol/x/kinder_grinder
- schema_version: 1.4

## Identity
- platform: x
- handle: kinder_grinder
- platform_url: https://twitter.com/kinder_grinder
- website: https://automatio.ai
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2859
- following: 1427
- posts_total: 5103
- posts_observed: 1
- posts_per_day: 3.076
- account_age_days: 1659
- verified: true
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI API reliability and debugging, Building and extending automation tools (Automatio), Video generation experiments with code (Remotion), SaaS backlinks and distribution, Indie project shipping and dev experiments
- bio: 🤖 Rebuilding @automatio_ai
🎯 SaaS backlinks @ https://t.co/AIeCuyS2Ms
🥇 @v0 ambasador
 🚢Ship your project on @candevsdosome
🧪 Experiments @moonlyNFT, 🎭 PFP @karamendos

## Audience (inferred)
- status: present
- description: AI/automation developers and indie hackers building SaaS tools, agents, and experiments
- roles: automation
- seniority: practitioner
- pain_points: AI search APIs returning irrelevant or broken results, Difficulty hosting or running open models like Kimi K3 Flash, Need for custom code/extensions to add video or new skills to automation platforms, Generating real backlinks and distribution for SaaS projects
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 59
- authenticity_basis: profile_shape_only
- credibility_score: 59
- flagged_for_review: false
- koinon_bd_grade: B — 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_kinder_grinder#d3a1763e] @JinaAI_ Something is wrong with the Jina AI search API (https://t.co/RJd5un2WZN) right now. "best hiking trails Dolomites September" returns bestbuy. com and a dictionary entry for "best". "how to renew passport in Canada" returns renew. com and merriam-webster. HTTP 200 every t (https://twitter.com/kinder_grinder/status/2073001667600011573)
- [x_kinder_grinder#5985eaf0] I did that back in 2018 for the UX Store brand I had. Those images generated millions of views on Unsplash and hundreds of websites using it. All wearing by brand name. Lot of free exposure and one of the best growth hacks I figured out.
- [x_kinder_grinder#01de1598] Can someone host something like Kimi K3 Flash? Can devs do something?
- [x_kinder_grinder#090781d6] Another experiment with newly created video skill inside of Automatio . Using @Remotion with a bit of custom in

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=112, 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=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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 80
- audience_updated_days_ago: 76

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