# Rohan Rajpal 🪄 (@rohanrajpal98) on x

- id: koinon:creator:x_rohanrajpal98
- url: https://koinonlink.com/kol/x/rohanrajpal98
- schema_version: 1.4

## Identity
- platform: x
- handle: rohanrajpal98
- platform_url: https://twitter.com/rohanrajpal98
- website: https://www.spurnow.com/
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1954
- following: 798
- posts_total: 4000
- posts_observed: 4
- posts_per_day: 1.164
- account_age_days: 3436
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00205
- best_post_interactions: 4
- 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: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI agent development, Bootstrapped SaaS founding, Shopify automation, Product iteration speed, Indie hacker lifestyle, Tooling for solo founders
- bio: co-founder @spurnow_com | bootstrapped | ai agents + helpdesk for shopify 

outfit repeater | backpacker | i hate ketchup

## Audience (inferred)
- status: present
- description: Indie hackers and bootstrapped SaaS founders building AI-powered tools, especially those focused on Shopify and automation
- roles: automation
- seniority: practitioner
- pain_points: Struggling with slow iteration on mobile app designs due to lengthy build cycles, Finding it hard to improve UI/UX without technical overhead, Lacking efficient workflows for repetitive tasks in product development, Difficulty in scaling solo or small-team operations without hiring
- posts_analysed: 7
- 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: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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_rohanrajpal98#a9452a0e] 1% better every day https://t.co/QEEBAig5tV (https://twitter.com/rohanrajpal98/status/2068995901339664785)
- [x_rohanrajpal98#7f1c0313] You have to do the same in London btw
- [x_rohanrajpal98#6a4fdbf4] Me nowadays - opens website - don’t like UI - open Claude chrome extension and ask it to do the thing - if I do more than once, build a skill A major reason we invested more in expensive SaaS tools was a great product experience, but I think in the future if I just get a solid CL
- [x_rohanrajpal98#28fb3a7b] blown away by google stich, was kind of stuck on how to iterate on our mobile app designs, and building out the app directly is slow as many folks in team have good UI feedback https://t.co/JVZT5SH6ku
- [x_rohanrajpal98#04f543f3] One step closer everyday https://t.co/lpaeHWbIJx
- [x_rohanrajpal98#76c35210] on the flip side : most indiehackers run incredibly efficient companies most imo can easily get $300k + jobs in SF or raise some pretty good capital for whatever they have to take it to the next level
- [x_rohanrajpal98#d796d507] All the people around me in cafés just talk about

## 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=120, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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_rohanrajpal98
- Request removal: https://koinonlink.com/claim?k=x_rohanrajpal98
- Terms: https://koinonlink.com/for-ai