วันที่: 2026-07-04 · independent short-window re-run จาก prompt กลางDNAfinity Competitive Analysis & Scorecard
วิธีให้คะแนน: COMPETITIVE-METHODOLOGY.md · 7 มิติ 0-5, overall = ค่าเฉลี่ยเลขคณิต
บทบาท: INDEPENDENT competitive analyst สำหรับ tri-model consensus รอบ 2026-07-04
Heatmap visual: CODEX_COMPETITIVE-HEATMAP-2026-07-04.html
คะแนนนี้เป็น directional self-assessment เพื่อจัดลำดับ product work ไม่ใช่ marketing claim, analyst coverage, third-party benchmark, หรือ user research. ผมอ่าน code-truth ที่ session นี้เข้าถึงได้ก่อน แล้วค่อยใช้ Claude 07-04 / Claude 07-02 เป็น calibration anchor สำหรับ repo เครื่อง A ที่เข้าไม่ถึงโดยตรง.
รอบ 2026-07-04 เป็น short-window 2 วัน ไม่ใช่รอบ rebuild ใหญ่แบบ 06-18 -> 07-02. แต่มี 2 movement ที่มีน้ำหนักจริง:
config/apps.yaml, real monitoring/news executors, arq scheduler, estate health polling, และ claims matrix ที่ระบุชัดว่า domain อื่นยัง mock.แอปอื่นส่วนใหญ่คงคะแนน ไม่ใช่เพราะไม่มีงาน แต่เพราะงานรอบนี้ยังไม่ข้าม threshold ของ rubric: graph/constellation kit redistribution เป็น UX/evidence ที่ดี แต่ส่วนใหญ่เป็น visual layer, branch work, หรือยังไม่เพิ่ม traction.
Portfolio average ขยับจากประมาณ 3.55 -> 3.59. จุดอ่อนร่วมยังไม่เปลี่ยน: D7 Traction/Trust = 1 ทุกแอป. Live หรือ founder self-verify ยังไม่นับเป็น user/pilot จริง.
Strategic conclusion: รอบนี้พิสูจน์ว่า autonomy pattern เริ่มไหลจาก SmeDNA/AppForge ไป WorkDNA และ OperDNA ได้จริง. ถ้าจะทำให้คะแนนรอบหน้าขยับแบบมีความหมาย ต้องทำ 2 อย่างพร้อมกัน: (1) ขยาย safe execution ให้เป็น reusable AppForge kit, (2) ดัน WorkDNA/SmeDNA/OperDNA เข้า named pilot หรือ external trust proof.
Rubric / method
docs/competitive/COMPETITIVE-ANALYSIS-PROMPT.mddocs/competitive/COMPETITIVE-METHODOLOGY.mdCode-truth since 2026-07-02
/Users/muai/<app> is not mounted in this session, so I do not claim direct inspection of those repos here.matched bug fix on branch), BloomDNA 7, SmeDNA 6, FinDNA 4, EmotiQ 4, CareDNA 3, InfluDNA 3, TradeDNA 2, PetDNA 1, Game/Wisdom/MUAI-Verse 0.~/.openclaw/appforge: 11 commits since 2026-07-02 on feat/kit-sync-foreign-apps; Kit Sync for foreign apps, constellation-graph kit, ROI/reforge hardening. Score held flat because these strengthen already-credited kit/platform moat rather than crossing a new rubric threshold.~/.openclaw/muai: 4 commits since 2026-07-02; Saju visual mount, constellation kit port, self-graph controls. Score held flat because this is UI/kit redistribution, not new Core engine depth or traction./Users/macmini-9tui/smedna: no new commits since 2026-07-02; not treated as authoritative machine-A SmeDNA.Gap/claims docs checked
Found and used app gap/claim material including CareDNA RESEARCH_GAP_ANALYSIS.md / CLAIM_MATRIX.md, OperDNA CLAIMS_MATRIX.md, WorkDNA research gap docs, SmeDNA claim readiness registry, TradeDNA gap docs, EmotiQ claim-readiness matrix, PetDNA/WisdomDNA research gaps.
| App | Feature | AI-native | UX/Wow | Diff/Moat | Ecosystem | Thai | Traction | Overall | Δ vs 07-02 |
|---|---|---|---|---|---|---|---|---|---|
| WorkDNA | 5 | 5 | 4 | 5 | 5 | 5 | 1 | 4.3 | +0.2 |
| SmeDNA | 5 | 5 | 5 | 4 | 4 | 5 | 1 | 4.1 | 0.0 |
| AppForge | 5 | 5 | 4 | 5 | 5 | 3 | 1 | 4.0 | 0.0 |
| BloomDNA | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 3.9 | 0.0 |
| MU-AI Core | 5 | 4 | 3 | 4 | 5 | 5 | 1 | 3.9 | 0.0 |
| CareDNA | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 3.7 | 0.0 |
| FinDNA | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 3.7 | 0.0 |
| MU-AI Game | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 3.6 | 0.0 |
| WisdomDNA | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3.6 | 0.0 |
| DataDNA | 4 | 4 | 3 | 4 | 4 | 4 | 1 | 3.4 | 0.0 |
| OperDNA | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 3.3 | +0.4 |
| EmotiQ | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 3.3 | 0.0 |
| InfluDNA | 3 | 4 | 4 | 3 | 4 | 4 | 1 | 3.3 | 0.0 |
| TradeDNA | 4 | 3 | 4 | 3 | 4 | 4 | 1 | 3.3 | 0.0 |
| PetDNA | 4 | 3 | 3 | 3 | 4 | 4 | 1 | 3.1 | 0.0 |
| MUAI-Verse | 3 | 2 | 3 | 4 | 4 | 3 | 1 | 2.9 | 0.0 |
| *Avg market leader* | *5* | *4* | *4* | *4* | *2* | *2* | *5* | 3.7 | — |
Readout
Replit Agent positions itself as building production-ready apps from chat, Zapier Agents says agents can work across 9,000+ apps, Microsoft Power BI added agentic report-authoring skills, Eightfold describes talent agents executing across the lifecycle, and Cleo Autopilot is moving money management toward goal-based automated plans. This validates raising WorkDNA only when actual guarded execution ships.
Human-in-the-loop, policy checks, claim matrices, bounded copy, and audit logs are not overhead. They are the product surface for sensitive domains. This matters for WorkDNA/OperDNA/SmeDNA as much as for health/finance.
The constellation kit improves “wow” and cross-app reuse. But market leaders still win by activation, data, integrations, and trust. A graph skin alone should not move D7 or D4 unless it creates real workflow value.
FlowAccount’s Thai SME footprint, Hume’s emotion model depth, Tractive’s hardware/data moat, and Power BI’s enterprise integration show the same pattern: DNAfinity can win where Thai workflows + ecosystem data compound, but must prove external adoption.
Score: 4.3 · Competitors: Eightfold, Gloat, Lattice, 15Five, Darwinbox
WorkDNA gets the only major upward move in this scorecard. The autonomy-kit is no longer just design: backend/app/autonomy_kit, autonomy models/router, plan/check/approve/execute, policy/kill-switch, L3/L4 language, executors for workforce actions, and frontend autonomy console are all visible. This justifies D2=5 under the rubric because AI can now move from insight/draft into guarded execution.
Still not D7>1: no external pilot or enterprise trust proof. Eightfold/Gloat still dominate data/deployment.
Next move: ship one WorkDNA pilot where an AI staffing/rebalance recommendation is approved, executed, audited, and reviewed by a real manager.
Score: 4.1 · Competitors: FlowAccount, PEAK, StoreHub, Loyverse, Xero/QuickBooks
SmeDNA stays high. The 07-02 evidence for supervised procurement execution still stands, and the 07-04 work adds graph/guide polish rather than a scoring threshold jump. It remains commercially strong because Thai SME workflows, procurement, tax/accounting, POS/gold/shop depth, and supervised action fit a real buyer.
Gap: FlowAccount/PEAK retain the trust/accountant/user-base advantage. SmeDNA needs a named pilot more than another vertical surface.
Next move: package one Thai SME demo into a measurable 14-day pilot: stock/cashflow/reorder/promo approval loop.
Score: 4.0 · Competitors: v0, Lovable, Bolt, Cursor, Replit Agent
Machine-B AppForge is accessible in this session. I verified 11 commits since 2026-07-02 on feat/kit-sync-foreign-apps: Kit Sync for foreign apps, constellation-graph kit, ROI/reforge hardening, and i18n/admin polish. This supports the platform thesis, but does not cross a new scoring threshold beyond the already-credited OIDC/AppForge ID, reverse-engineer, gap-analysis, and kit moat from 07-02.
Gap: public developer traction, external quality benchmarks, and implemented Human DNA Engine tables/endpoints. Kit distribution is more real now; canonical Human DNA graph is still architecture, not code.
Next move: formalize a kit registry with version, owner, adoption status, and regression tests per consuming app.
Score: 3.9 · Competitors: Khanmigo, MagicSchool AI, Thai EdTech platforms
BloomDNA gains role-scoped constellation universes and production seed-demo evidence. The privacy design is sensible: classroom-level/k-anon views rather than persisting sensitive child graphs as source of truth.
Still no score movement because the app already had D1/D3 strength, and this work does not yet add school pilot, LMS integration, or measured learning outcomes.
Next move: one Thai classroom pilot with teacher workflow and parent growth card metrics.
Score: 3.9 · Competitors: Co-Star, The Pattern, Nebula, Replika, BetterUp
Machine-B MU-AI is accessible in this session. I verified 4 commits since 2026-07-02: Saju visual mount, constellation kit port, and self-graph controls. This improves presentation and kit reuse, but does not add Core-specific engine depth, daily retention, external traction, or a live Human DNA producer API.
Gap: daily retention, share loop, external users, and live cross-app sync.
Next move: Destiny Snapshot + compatibility invite + consented cross-app Human DNA updates.
Score: 3.7 · Competitors: Apple Health, Oura, WHOOP, Function Health, MyFitnessPal
Self-Check Kit v1 is the best new CareDNA evidence: vision acuity, color vision, smell, wellness self-assessment, server-side recomputation, PHI encryption, claim matrix gate, and safe copy. It improves confidence inside the current band.
I do not raise D1 to 5 because the app still lacks clinical validation, wearable/lab moat, expert review, and external trust. Health scoring must stay conservative.
Next move: a non-clinical wellness pilot and explicit validation plan before stronger claims.
Score: 3.7 · Competitors: Cleo, YNAB, Copilot Money, Finnomena
FinDNA gets a wealth-network graph polish and trust taxonomy hardening. It remains strong in Thai finance/ecosystem framing, but the market is moving toward money agents and live connectors.
Gap: bank/statement ingestion, PromptPay/payment action, SEC/broker perimeter, and real user trust.
Next move: approval-gated “Fin Autopilot” using the autonomy-kit pattern, starting with safe internal ledger actions.
Score: 3.6 · Competitors: Finch, Habitica, Co-Star-like gamified apps
No commits in this window. Keep frozen. The prior AR/3D/gameplay depth remains useful, but no new AI-native or traction evidence appears.
Score: 3.6 · Competitors: Hallow, Pray.com, general LLMs
No commits in this window. Keep frozen. The neutral multi-tradition/citation thesis remains promising, but corpus/expert/community trust are still the gating factors.
Score: 3.4 · Competitors: Power BI Copilot/agent skills, ThoughtSpot, Tableau, Hex
DataDNA has the largest technical UX work after WorkDNA: constellation graph views V2-V11, graph-view endpoints, telemetry, visual/e2e coverage, and a real matched bug fix affecting answer-card rendering. However the current repo is on feat/graph-views-p1-vision with uncommitted work, so I hold the score conservative.
If merged/deployed cleanly, DataDNA likely deserves D3 3 -> 4 and overall 3.6 in the next run.
Next move: merge/deploy the query bug fix first, then score the graph system after production validation.
Score: 3.3 · Competitors: Lindy, Zapier Agents, n8n, Relay.app, Make
OperDNA is the second real mover. The 07-02 correction was based on “mock execution” and no estate registry. 07-04 directly addresses both: config/apps.yaml, estate registry loader, monitoring/news executors, SSRF guard, arq scheduler, HubEvent writes, and claims matrix that distinguishes real vs simulated domains.
D1 goes 3 -> 4, D2 goes 3 -> 4, D5 goes 3 -> 4. I do not give D2=5 because current real actions are mostly read-only/reversible monitoring/news; email/files/scheduling remain mock or incomplete.
Next move: add one state-changing but reversible executor with approval and rollback, then D2 can be debated again.
Score: 3.3 · Competitors: Hume AI, Observe.AI, Uniphore, Cogito/Verint
The emotion graph constellation port improves presentation. But Hume’s emotion-aware voice stack and model/data moat remain far deeper. No backend model validation or real-time coaching proof changed in this window.
Score: 3.3 · Competitors: Jasper, OpusClip, HeyGen, Buffer, Canva
Admin DB provider key and claim/funnel work are useful, but publishing/persona/foresight still need real social APIs and analytics. Keep score flat.
Score: 3.3 · Competitors: eToro, Composer, Robinhood frontier, Finnomena
Instrumentation and dashboard surfaces improve evidence, not category position. No broker execution, no legal trust proof, and no live trading integration. Keep flat.
Score: 3.1 · Competitors: Tractive, Furbo, Petcube, Sylvester AI, Petkit
The 9-species threshold/recommendation work is real and already reflected in the prior band. Tractive’s 2026 tracker/health intelligence push underlines why PetDNA still lacks hardware/data/vet moat. Keep flat.
Score: 2.9 · Competitors: Galxe, verifiable credential / soulbound identity protocols
No commits. Keep frozen. Strategic but not a current lead horse.
| Level | Definition | Apps |
|---|---|---|
| 5 · Guarded state-changing execution | AI/system can execute domain actions with policy, approval/auto tier, audit, and kill-switch | WorkDNA, SmeDNA |
| 4 · Real bounded automation | Real read/reversible executors or structured HITL action with scheduler/policy | OperDNA, FinDNA, DataDNA |
| 3 · Insight / draft / coach | AI explains, drafts, or visualizes; user performs action | MU-AI Core, BloomDNA, WisdomDNA, CareDNA, TradeDNA, EmotiQ, PetDNA, MU-AI Game |
| 2 · Mock / simulated execution | Agent language exists but real action is not proven | InfluDNA publish/social areas; remaining OperDNA email/files/scheduling domains |
| Level | Goal | Priority moves |
|---|---|---|
| ดี | Make top apps pilot-ready | WorkDNA pilot packet, SmeDNA SME pilot, OperDNA self-hosted ops pilot, DataDNA deploy bug fix |
| ว้าว | 30-second first value | WorkDNA autonomy demo, Core Destiny Snapshot, SmeDNA weekly AI action, DataDNA graph answer trace |
| ฟิน | Cross-app compounding moat | AppForge kit registry, Human DNA event ledger, autonomy policy kit, consented app data contracts |
Next 30 days
Person-month comparisons are directional scope estimates, not facts about competitor teams.
The short-window signal is efficiency of reuse, not raw commit volume. In two days, the estate reused two patterns:
This is the kind of leverage a 1-founder + AI estate needs. The caution is that reuse must become governed versioned product infrastructure, not manual copy/paste.
| Area | 07-04 evidence | Market-equivalent read |
|---|---|---|
| WorkDNA | 12 commits, real autonomy framework/executors | Enterprise HR agents are now the market frontier; WorkDNA finally enters that tier technically, not commercially |
| OperDNA | 2 commits but high leverage: registry, scheduler, real executors | Moves from demo shell toward ops platform, still far behind Zapier/Lindy/n8n integrations |
| DataDNA | 17 commits on graph views branch | Strong UX/evidence work; not counted upward until merged/deployed |
| CareDNA | Self-Check Kit + claim matrix | Good governance; still no clinical/user validation |
| Portfolio | kit redistribution across apps | Confirms AppForge ecosystem thesis but does not replace traction |
Per prompt, this table compares Codex 07-04 against the 07-02 Claude calibration anchor. I also checked Claude 07-04 after my evidence pass; numeric conclusions converge with the updated Claude 07-04 report.
| App | Claude 07-02 | Codex 07-04 | Δ | Verdict | Reason |
|---|---|---|---|---|---|
| WorkDNA | 4.1 | 4.3 | +0.2 | Up | Guarded autonomy moved from planned/bounded to real plan/check/approve/execute with workforce executors. D2 crosses 4 -> 5. |
| SmeDNA | 4.1 | 4.1 | 0.0 | Hold | 07-02 supervised procurement/autonomy score holds; 07-04 changes do not cross a new threshold. |
| AppForge | 4.0 | 4.0 | 0.0 | Hold | Machine-B direct check shows 11 commits, but they reinforce existing kit/platform moat rather than add a new scoring threshold. |
| BloomDNA | 3.9 | 3.9 | 0.0 | Hold | Role-scoped graph work improves UX evidence but not pilot/outcome traction. |
| MU-AI Core | 3.9 | 3.9 | 0.0 | Hold | Machine-B direct check shows UI/kit reuse, not new Core engine depth or retention. |
| CareDNA | 3.7 | 3.7 | 0.0 | Hold | Self-Check Kit is useful and bounded; no clinical/user validation yet. |
| FinDNA | 3.7 | 3.7 | 0.0 | Hold | Wealth graph/i18n hardening does not close bank/agentic-money gap. |
| MU-AI Game | 3.6 | 3.6 | 0.0 | Hold | No new threshold-crossing evidence. |
| WisdomDNA | 3.6 | 3.6 | 0.0 | Hold | No new threshold-crossing evidence. |
| DataDNA | 3.4 | 3.4 | 0.0 | Hold | Significant graph/bug-fix work, but branch/unmerged/deploy state keeps score conservative. |
| OperDNA | 2.9 | 3.3 | +0.4 | Up | Real registry + scheduler + monitoring/news executors address the 07-02 mock/no-registry correction. |
| EmotiQ | 3.3 | 3.3 | 0.0 | Hold | Graph port does not change model validation or live coaching gap. |
| InfluDNA | 3.3 | 3.3 | 0.0 | Hold | Provider/settings/funnel work does not fix simulated publishing. |
| TradeDNA | 3.3 | 3.3 | 0.0 | Hold | Instrumentation only; broker/trust gap unchanged. |
| PetDNA | 3.1 | 3.1 | 0.0 | Hold | Health thresholds already within current band; no hardware/vet moat. |
| MUAI-Verse | 2.9 | 2.9 | 0.0 | Hold | No new threshold-crossing evidence. |
Consensus implication: only WorkDNA and OperDNA numerically move vs Claude 07-02. The operational debate is still simple: count DataDNA after merge/deploy, and convert WorkDNA/OperDNA agentic progress into real pilots.
Method and local evidence
~/.openclaw/appforge, ~/.openclaw/muai, and local mirrors available in this session/Users/muai/<app> is not mounted in this sessionΔ vs Claude 07-02Competitor web refresh
/Users/muai/<app>) was not. Machine-A app deltas are therefore calibrated against the Claude 07-04 code-truth report and date-stamped local docs.