# Ashley | Airtable Systems for Coaches + Service Pros (@systemsoverstress) on instagram

- id: koinon:creator:instagram_systemsoverstress
- url: https://koinonlink.com/kol/instagram/systemsoverstress
- schema_version: 1.4

## Identity
- platform: instagram
- handle: systemsoverstress
- platform_url: https://www.instagram.com/systemsoverstress/
- website: https://docs.google.com/document/d/15cGJufve7asqkettZ1DsXxPqZUdIoCRzt6lfIFeGnfs/edit?usp=drivesdk
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4951
- following: 689
- posts_total: 242
- posts_observed: 7
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Airtable systems for coaches/service pros, Stress-free client and admin workflows, Neurodivergent-friendly business systems, Scaling without burnout, Weekly biz + personal systems sharing
- bio: 👑 CLIENT RESULTS QUEEN
✨ I help you take on more clients without dropping the ball, sacrificing results, or burning out
🆓 Figure out WTF to track ↓

## Audience (inferred)
- status: present
- description: Coaches and service professionals (especially neurodivergent women) overwhelmed by admin work and client management who want to scale without burnout
- roles: automation
- seniority: decision_maker
- pain_points: Drowning in admin tasks while trying to serve more clients, Burnout and stress from scaling a service business, Unclear what to track or how to set up effective systems, Offers that are too confusing to operationalize
- posts_analysed: 10
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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
- [instagram_systemsoverstress#ca5f18af] Right now, you’re wondering if growth is worth it if it’s gonna be this hard. Stress does not have to be a normal part of growing a business. That’s why I built my 12-month container, Systems Over Stress. When you join you get a 6 Week Systems Sprint that kicks off on May 25. The (https://www.instagram.com/systemsoverstress/)
- [instagram_systemsoverstress#d4b0c94c] 👀Nuerodivergent girlies to the front! If you're swamped with admin work and feel like you're barely keeping up with your clients, you’re in the right place. Comment or DM SOS to join us in Systems Over Stress. Doors to SOS are OPEN! When you join, you get a 6 Week Systems Sprint
- [instagram_systemsoverstress#d1b0b1a7] I didn’t have to shut down my business when things got hard. I didn’t have to make it mean I was a bad person. I just needed to focus on setting up systems to solve my problems. This is what we do in Systems Over Stress. When you join, you get a 6 Week Systems Sprint that kicks o
- [instagram_systemsoverstress#1b0a920d] welp, this is me. 👋
- [instagram_systemsoverstress#df810c21] No amount of systems can fix a confusing offer 👀
- [instagram_systemsoverstress#1206f616] comment SUNDAY to get the next edition of Stress-Free Sunday, where I share one biz system and one personal system that made my life easier that week. And yes, burlesque and figuring out how to work hobbies into my life totally counts as a system to me 😉
- [instagram_systemsoverstress#ba9bba2f] ✍️ what ✍️ I’m ✍️ looking ✍️ for ✍️ is ✍️ looking ✍️ for ✍️ me ✍️
- [instagram_systemsoverstress#7680251c] comment QUIZ to try it out! It takes under 5 minutes and I promise you it’s gonna blow your mind 🤯 you’ll walk away SO CLEAR on the results you should have on your sales page and be able to finally communicate your offers result.

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=54, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

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