# Terence (@terencebuilds) on x

- id: koinon:creator:x_terencebuilds
- url: https://koinonlink.com/kol/x/terencebuilds
- schema_version: 1.4

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

## Reach
- followers: 1131
- following: 657
- posts_total: 2646
- posts_observed: 2
- posts_per_day: 7.496
- account_age_days: 353
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00973
- best_post_interactions: 11
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: product-market fit, early-stage startup execution, landing page optimization, user retention and churn, side project development, developer-led product building
- bio: Full-stack dev 7-4 | Passionate Side builder 5-10 💻 Creating solutions for problems I face daily | Building https://t.co/yWnDdPQA5J in public | Day 214 🚀

## Audience (inferred)
- status: present
- description: Full-stack developers and side project builders who are focused on product-market fit and early-stage startup execution
- roles: dev
- seniority: practitioner
- pain_points: Struggling to convert free users into paying customers, Having difficulty crafting effective landing page copy that focuses on problems instead of features, Wasting time on features that don't drive user engagement or retention, Not knowing how to interpret churn signals meaningfully
- 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: 43
- authenticity_basis: engagement_observed
- credibility_score: 43
- flagged_for_review: false
- koinon_bd_grade: C — 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_terencebuilds#b5a82e51] Most "founder productivity" content is a distraction. You don't need a better morning routine. You need to know your ONE thing for the week and protect 2 focused hours a day for it. That's the whole system. #BuildInPublic #SaaS (https://twitter.com/terencebuilds)
- [x_terencebuilds#2d418d5d] Landing page mistakes I made. 1. Hero copy that described the product, not the problem 2. Three CTAs above the fold (users froze) 3. Pricing before proof of value 4. Testimonials with no faces 5. Feature-heavy tier descriptions 6. "Learn more" as a CTA (buried the signup) 7. No a
- [x_terencebuilds#2f108095] Day 275 of building Thymely. Numbers this week: - 1 new signup (free plan) - 0 paid conversions - 8 Active beta users - 1 feature killed I thought was important Very early days but still grinding #BuildInPublic #SaaS
- [x_terencebuilds#8797d40b] What's a churn message you actually learned from? #B

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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=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=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=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: 78
- audience_updated_days_ago: 21

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