सबसे कम misleading और सबसे ज़्यादा honest तरीका होगा:

Primary choice: (c) सिर्फ़ Current-Status-Badge + Text-Section

और अगर कभी chart पर दिखाना भी हो, तो opt‑in / low‑salience (हल्का) overlay, ना कि Golden/Death‑Cross टाइप के “strong” markers.

---

1. Context ko sahi classify karein

- Signal nature:

- Probabilistic, unvalidated, backtest-confidence low / undefined

- “Ho bhi sakta hai, nahi bhi” — ये चीज़ visually bhi reflect honi चाहिए.

- User psychology:

- Chart par jo bhi strong color / big marker aata hai, user usko “reliable” मान लेता है, chahe aap text में कितना भी लिख दें “unvalidated”.

Isliye design का base principle:

> Unvalidated & probabilistic signal ko kabhi bhi ‘strong, regime-level, binary’ visual भाषा मत दीजिए.

---

2. Options का evaluation

(a) Colored Marker (Golden/Death-Cross style)

- Problem:

- User के दिमाग में Golden/Death Cross, MACD crossover etc. = “established technical signals”.

- Agar aap unhi जैसी shape + color + prominence देंगे, तो user implicitly मानेगा कि यह भी उसी league का है.

- Risk:

- Genuinely overemphasis.

- Aap ka “unvalidated” disclaimer realistically ignore हो जाएगा.

Verdict:

- As-is reject करें.

- Agar कभी करें भी, to:

- बहुत छोटा, हल्के रंग में,

- Legend में साफ़ “Experimental / Beta / Unvalidated” tag,

- Default off (user-toggle se on).

---

(b) Background Tint for entire active period

- Problem aur ज़्यादा dangerous:

- Background tint regime जैसा लगता है: “is पूरे period mein market mean-reversion mode mein tha” type interpretation.

- Human brain area ko “zone of truth” ki तरह treat करता है.

- Overconfidence effect सबसे ज़्यादा यहीं से आएगा:

- Long tint = strong narrative: “is d aur se is d tak ye signal chal raha tha”.

- Unvalidated probabilistic signal ke liye ये sabse ज़्यादा misleading है.

Verdict:

- Strong NO for unvalidated signals.

---

(c) केवल Current-Status-Badge (Abhi ka status, historical nahi)

- Pros:

- Chart ko clutter नहीं करता.

- User ko sirf ये बताता है: “Model ke mutabik is waqt mean-reversion/20-DMA-touch probability xyz context mein elevated hai” — binary नहीं, सिर्फ़ context.

- Historical narrative नहीं बनता, जो सबसे बड़ा risk है (backfitting / hindsight story).

- Cons:

- Power users ko historical context नहीं मिलेगा.

- But risk-reward:

- Regulatory + ethical perspective se ये सबसे safe है.

- आप साथ में टेक्स्ट में clearly likh सकते हैं:

- “Experimental signal, unvalidated, probability-based. Use with caution, not a trading recommendation.”

Verdict:

- Default design should be (c) + strong textual framing in Technical Tab.

---

(d) Price-Chart par बिलकुल न दिखाएँ (only Technical-Tab Text)

- Safety:

- सबसे conservative, almost कोई misinterpretation नहीं.

- Downside:

- User ko लगेगा ये signal “theoretical only / not usable”, aur wo ignore karega.

- Agar aapka intention “insight as soft context” देना है, to ये थोड़ा under-leverage हो जाता है.

Verdict:

- Pure compliance perspective se theek.

- Product-utility perspective se थोड़ा ज़्यादा conservative.

---

3. Recommended practical design

My clear recommendation:

1. Main Price-Chart (Default View):

- No historical shading / no bold markers.

- Sirf current-status-badge (c), clearly labeled:

- E.g.

- “Mean-Reversion Signal: Experimental | Curr: Mildly Elevated”

- “20-DMA Touch Predictor: Beta | Curr: Low Confidence”

- Badge का color palette mute (grey/blue), no red/green जो trade direction imply करे.

2. Technical Tab (Text + Numbers):

- Yahin पर:

- Probability value / z-score type metric

- Sample size / backtest coverage (अगर है)

- Explicit line:

- “This is an unvalidated, experimental (beta) model output. It is probability-based, not a buy/sell signal.”

- Yahan aap chaho to small sparkline / minimal chart दे सकते हैं, but separate from main price chart.

3. Advanced / Opt-in Overlay (for power users):

- Settings में ek toggle: “Show experimental signals on price chart (Beta)”

- Toggle on करने पर:

- Sirf light, small markers (a), not background tints.

- Legend/tooltip में हमेशा “Experimental / Beta / Unvalidated” दिखे.

- Default = OFF, ताकि aap consciously user-consent ले रहे हों experimental visualisation ke liye.

---

4. Direct answer to आपके core doubt

> “Explicitly ‘Unvalidated’ hone ke bawajood main price-chart par visually‑prominent dikhana overemphasis ka genuine risk hai?”

हाँ, बिलकुल है.

- Especially (a) strong marker style aur (b) background tint unvalidated signal ko user ke dimaag mein “proven indicator” ke बराबर उठा देते हैं.

- Isliye visually-prominent, regime-like, or red/green/direction-implying treatment से बचिए.

Sabse honest aur balanced approach:

- Default: (c) Current-status-badge + detailed explanation Technical Tab mein.

- No: (b) background tint for unvalidated probabilistic models.

- (a) markers: sirf optional, low-salience, opt-in, clearly tagged as “Experimental/Beta”.

Isसे aap standing-rule of honesty bhi maintain karte हैं, user ko context bhi देते हैं, aur overconfidence / mis-selling जैसा impression bhi avoid करते हैं.

If you have any further queries, please connect with us on 022-6290-10141 (Timings : 09.00 AM to 05.00 PM) or you can email us on info@cniinfoxchange.com