# Prajwal Tomar (@builtbyprajwal) on threads

- id: koinon:creator:threads_builtbyprajwal
- url: https://koinonlink.com/kol/threads/builtbyprajwal
- schema_version: 1.4

## Identity
- platform: threads
- handle: builtbyprajwal
- platform_url: https://www.threads.net/@builtbyprajwal
- website: https://www.skool.com/ai-mvp-builders
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3355
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04083
- best_post_interactions: 137
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered MVP development, No-code/low-code AI tools, Open-source AI agents, Rapid prototyping with single prompts, AI automation for startups, SaaS product building
- bio: Helping founders build AI-powered MVPs FAST. Building clarityboard (SaaS), aimvpbuilders (community) & ignytlabs (agency)

## Audience (inferred)
- status: present
- description: Founders and early-stage startup builders focused on rapidly prototyping AI-powered products using no-code/low-code tools
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to build a functional AI MVP without technical team or coding skills, Spending too much time on setup and infrastructure for AI agents, Lacking clear, actionable playbooks for deploying AI agents in real projects
- 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: 67
- authenticity_basis: engagement_observed
- credibility_score: 67
- 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
- [threads_builtbyprajwal#4e94dedb] Comment “GAME” and I’ll DM you the exact prompt. I built a full 3D game inside Lovable with ONE prompt. 3 minutes. Lovable now runs Fable 5, and it changes what you can build in there: 1. Fly a spaceship through a solar system 2. Boost between planets, zoom into each one 3. Upgra (https://www.threads.com/@builtbyprajwal/post/DVOYHq2lMSn)
- [threads_builtbyprajwal#827fee8c] Comment “HERMES” and I’ll DM you the playbook. Hermes Agent is an open source AI employee that works around the clock. The setup used to need your own server. As of this week it’s hosted: pick a model, pick a server size, live in 60 seconds. The technical moat around AI employees
- [threads_builtbyprajwal#a62bf736] One prompt. This EN

## 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=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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-10
- 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=threads_builtbyprajwal
- Request removal: https://koinonlink.com/claim?k=threads_builtbyprajwal
- Terms: https://koinonlink.com/for-ai