# Provolo (@provoloai) on x

- id: koinon:creator:x_provoloai
- url: https://koinonlink.com/kol/x/provoloai
- schema_version: 1.4

## Identity
- platform: x
- handle: provoloai
- platform_url: https://twitter.com/provoloai
- website: https://www.provolo.org/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3251
- following: 3
- posts_total: 813
- posts_observed: 3
- posts_per_day: 1.886
- account_age_days: 431
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00431
- best_post_interactions: 14
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Funded companies hiring freelancers, AI prompts for proposals and resumes, ATS resume generation, Freelance profile optimization and branding
- bio: The AI assistant built for freelancers. Optimize your profile. Nail your proposals. Get hired.

## Audience (inferred)
- status: present
- description: Freelancers and creatives seeking clients, optimizing profiles/proposals/resumes to get hired
- roles: sales
- seniority: practitioner
- pain_points: Cold-emailing companies without budget, Missing lists of funded companies that are actively hiring, Creating ATS-compatible resumes and proposals, Optimizing profiles and personal branding for freelance work
- posts_analysed: 6
- 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: 64
- authenticity_basis: engagement_observed
- credibility_score: 64
- 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_provoloai#077c191d] August 💙✨ (https://twitter.com/provoloai/status/2014639384079835629)
- [x_provoloai#d3578328] Most freelancers are cold-emailing companies that don't have a budget. Meanwhile, there's a whole category of companies actively hiring right now, and almost nobody checks for it. Here's the signal you're missing 🧵
- [x_provoloai#ac8759e0] There's a public list of companies that just got millions in funding and are hiring right now. Most freelancers don't know it exists, so we built a prompt that finds them for you, and put it in a guide. Now Available on Selar: https://t.co/OQzhXvlXtd https://t.co/FuIumWdBXW
- [x_provoloai#e8c4531f] Pro-branding. Check out all the new features we have for you.
- [x_provoloai#15aedb7c] Quick update: As one of the most requested features from freelancers, You can now generate ATS compatible resumes on Provolo! Freelancers and Creatives can now optimize your profiles, curate proposals and Resumes all on Provolo. Let's get the applications rolling. Pro-Lancing: ht
- [x_provoloai#c1c557b7] Hot take: Creatives sh

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=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=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=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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 6
- 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_provoloai
- Request removal: https://koinonlink.com/claim?k=x_provoloai
- Terms: https://koinonlink.com/for-ai