How We Score: The NakshIQ Methodology

Why We Built a Scoring System (And Why Most Travel Advice Is Broken)

Search for "best time to visit Manali" and you'll get a listicle that says "March to June." That's not wrong. It's just useless. March in Manali and June in Manali are completely different experiences. March has snow, closed roads to Rohtang, and sub-zero nights. June has 25°C days, open passes, and peak crowds. Putting them in the same recommendation is like saying "the best time to eat is between breakfast and dinner."

We built NakshIQ because India deserved better than that.

124 destinations. 12 months each. 1,488 individual scores, each one a composite of six dimensions, each reviewed against real conditions and not just historical climate averages. Plus separate kids-friendliness scores for every destination. Plus month-specific text notes — not "Hot." or "Pleasant." but actual, useful information about what you'll encounter.

This article explains exactly how we do it, where our data comes from, what our scores mean, and why we publish the scores that make tourism boards uncomfortable.

The Scoring Scale: What Each Number Means

Our overall monthly score runs from 0 to 5. Here's what each number communicates:

**0 — Closed or Inaccessible**

The destination is physically unreachable or officially closed. Examples: Valley of Flowers from November to May (snow-blocked), Amarnath outside the yatra season, high passes in winter. A 0 isn't a judgment — it's a fact of geography.

**1 — Actively Dangerous or Miserable**

Visiting is possible but we're telling you not to. This score means genuine safety risks (flooding, landslides, extreme heat) or conditions so poor that no reasonable traveller would have a good experience. Examples: Rishikesh in August (river in dangerous spate), Varanasi in May (47°C, heatstroke risk), Uttarakhand highway towns during peak monsoon landslide season.

A 1/5 is not an insult to the destination. Rishikesh is magnificent. It's also a 1/5 in August because the Ganges is trying to kill people. Both things are true.

**2 — Not Recommended**

You could visit. You shouldn't. Conditions are significantly below the destination's potential. Heavy rain, oppressive heat, poor visibility, or infrastructure strain. You won't die, but you'll wonder why you came. Example: Jaisalmer in June (45°C+, the desert is a furnace).

**3 — Acceptable with Caveats**

A genuine "it depends" score. The destination is functional and can be enjoyable if you understand the tradeoffs. Maybe it rains in the afternoons but mornings are beautiful. Maybe it's crowded but the experience is still strong. We always specify the caveats in our month notes. Example: Goa in September (beach swimming limited, but South Goa's interior is lush and atmospheric, prices are low).

**4 — Good**

You'll have a strong experience. Weather is favourable, infrastructure is functioning, the destination is showing well. Minor imperfections might exist (slightly crowded, occasionally cloudy, one or two activities unavailable) but the overall experience is clearly positive. Most travellers will be very happy visiting at this time.

**5 — Peak / Ideal**

This is the destination at its absolute best. Weather is optimal, all activities are available, the landscape or experience reaches its peak form. Examples: Ladakh in September (golden light, warm days, thinning crowds, all passes open), Valley of Flowers in August (peak bloom), Kashmir in October (autumn colours, perfect temperatures). A 5/5 means if you could visit this destination once in your life, this is the month.

The Six Input Dimensions

Each monthly score is a weighted composite of six factors:

**1. Weather (Weight: 30%)**

Temperature, precipitation, humidity, wind, and sunshine hours. We don't use annual averages — we look at the specific month's climate data. A destination with "average annual temperature 22°C" might be 40°C in May and 5°C in January. The average tells you nothing. The monthly data tells you everything.

**2. Road Access (Weight: 20%)**

Can you physically get there? This matters enormously in India, where monsoon landslides can cut off entire regions. We assess highway conditions, pass openings, flight reliability, and rail connectivity for each month. A destination with perfect weather but a blocked highway gets downgraded. Getting stuck isn't a holiday.

**3. Crowd Levels (Weight: 15%)**

Based on hotel occupancy data, tourist footfall numbers (where published), and on-ground reports. Lower crowds improve the experience. Peak holiday periods (Diwali, Christmas, school summer break) create overcrowding at popular destinations that meaningfully degrades the visit. We don't penalize popular destinations for being popular — we note when the crowds cross the line from "busy" to "unpleasant."

**4. Infrastructure (Weight: 15%)**

Is everything open and working? Seasonal businesses (camps, rafting operators, skiing facilities, houseboats) operate only during certain months. A beach destination where all shacks are closed isn't the same beach destination as when they're open. We assess what's actually available to the traveller in that specific month.

**5. Seasonal Events (Weight: 10%)**

Festivals, blooms, wildlife sighting windows, cultural events that are unique to specific months. The Hemis Festival in Ladakh (June-July) adds a full point. Cherry blossoms in Shillong (November) add half a point. Valley of Flowers' bloom (July-September) IS the destination.

**6. Safety (Weight: 10%)**

Flood risk, landslide history, extreme weather events, wildlife hazards (e.g., elephant corridors becoming more active), and any security advisories. Safety is weighted at 10% in the composite formula, but we apply a hard floor rule: if safety alone would merit a 1, the overall score cannot exceed 2 regardless of other dimensions. Safety vetoes everything.

How Kids Scores Work

The kids-friendliness score is a separate assessment with its own five inputs:

**1. Terrain Difficulty**

Flat meadows and beaches score high. Steep treks and narrow mountain roads score low. We assess this from the perspective of a family with children aged 4-12 — the broadest common range.

**2. Medical Access**

Distance and quality of the nearest hospital with pediatric capability. A destination 30 minutes from a good hospital scores higher than one 5 hours from the nearest clinic. We name the specific hospitals in our destination pages.

**3. Altitude**

Destinations above 3,000m are automatically flagged. Children acclimatize differently from adults, and altitude sickness in kids can be harder to identify. Above 3,500m, kids scores drop unless the destination has specific family infrastructure.

**4. Road Safety**

Are the roads to and within the destination safe for families? Narrow mountain roads without guardrails score poorly. Well-maintained highways with proper safety infrastructure score well. We assess the actual roads, not just the distance.

**5. Activities for Children**

Are there things for kids to do? Nature walks, pony rides, boat rides, wildlife spotting, snow play, swimming — these all boost the kids score. A destination that's stunning but offers nothing for children except looking at the view gets a lower kids score. Kids experience destinations through activity, not contemplation.

Why We Publish the Scores That Hurt

Rishikesh has a passionate tourism community. When we give Rishikesh a 1/5 for August, it doesn't feel good for anyone involved in tourism there. We understand that.

We publish it anyway because a 1/5 for Rishikesh in August is a safety warning dressed as a score. The Ganges in spate has killed tourists. Flash floods along the ghats happen every monsoon season. Rafting operators shut down. Publishing a 3/5 to avoid offending people would be publishing a lie, and lies get people hurt.

This principle applies everywhere: Varanasi's crushing heat in May gets a 1/5. Goa's closed beaches in monsoon get a 2/5. Jaisalmer's 48°C June gets a 1/5. These are world-class destinations that we love and respect. They're also genuinely unpleasant — and sometimes dangerous — in specific months.

**Our commitment: we will never inflate a score to protect anyone's feelings, business, or tourism revenue.**

The "No Paid Scores" Rule

No tourism board, hotel chain, travel agency, or government body can influence a NakshIQ score. Period.

We don't accept payment for reviews. We don't accept free stays in exchange for coverage. We don't accept "partnerships" that come with an expectation of favourable scoring. If a state tourism board disagrees with our score, they're welcome to send us data that challenges our assessment. If the data is convincing, we'll update the score. But the data has to stand on its own.

This is non-negotiable because the moment a score can be bought, every score becomes suspect. Trust is the only product we actually sell.

Date Stamps: Because Places Change

Every score carries a verification date. This matters because destinations change — sometimes dramatically.

**Example: Auli, Uttarakhand.** Auli was a strong 4/5 winter destination for skiing. Then the Joshimath subsidence crisis emerged. The ground beneath the town of Joshimath (the gateway to Auli) showed significant sinking. Infrastructure was affected. Road access became uncertain. A score from 2023 for Auli is not the same as a score from 2026. The situation has evolved, and our scores reflect the current reality, not historical reputation.

**Example: Spiti Valley.** Road improvements in recent years have made Spiti significantly more accessible than it was five years ago. A 2020 road-access score of 2/5 for Spiti in June might be 3/5 in 2026 because the Atal Tunnel and road upgrades have reduced transit time.

We re-verify scores annually for all 124 destinations. Major events (natural disasters, infrastructure changes, security developments) trigger immediate re-scoring.

The 77% Rewrite

We're going to be honest about our own failures here.

When we first built the month-by-month notes for our 1,488 destination-month combinations, 77% of them were garbage. The notes read: "Hot." "Rainy." "Pleasant weather." "Same as previous month." This was worse than useless — it was the exact kind of lazy content that made us build NakshIQ in the first place.

So we rewrote all 1,488 of them. Every single note now tells you something specific: what the temperature range actually is, what road conditions to expect, which activities are available or closed, what the crowds look like, and whether there's a specific reason to visit (or avoid) that destination in that month.

**Before:** "July: Monsoon. Rainy."

**After:** "July: Heavy monsoon rain, 200-300mm. Ganges in spate — rafting suspended, riverside camps evacuated. Roads to Neelkanth occasionally blocked. The town is beautiful but the defining activity (river rafting) is too dangerous. Score reflects safety concern, not disrespect for the destination."

That rewrite took weeks. We'd do it again. Information that doesn't inform isn't information.

Future: What We're Building Next

**Community Verification.** We're building a system where verified travellers can submit condition reports from destinations. If 50 people visit Manali in July 2026 and report conditions that differ from our score, we want to know. Our scores are informed judgments, not divine revelations. Ground truth should always override desk research.

**Real-Time Updates.** Currently, scores are updated annually with event-triggered updates. We're working toward a system that incorporates weather data, road condition reports, and news monitoring to flag when a score might need immediate revision. A landslide that blocks the Manali-Leh highway should trigger a road-access downgrade within hours, not months.

**South India Deep Expansion.** Our current 124 destinations include South Indian states, but coverage is weighted toward North and Northeast India. We're expanding our South India coverage to include more Kerala, Tamil Nadu, Karnataka, and Andhra Pradesh destinations with the same depth of scoring.

**Seasonal Events Calendar.** A dedicated calendar layer that maps festivals, wildlife events (tiger sighting peaks, migratory birds, turtle nesting), and natural phenomena (blooms, snowfall, river conditions) to our destination-month scores.

Our Promise

We built NakshIQ because we believe Indian travellers deserve intelligence, not marketing. Every score we publish is our honest assessment. We'd rather be unpopular with a tourism board than inaccurate with a traveller.

If we're wrong about a score, we want to know. If we're right about a score that makes someone uncomfortable, we're going to publish it anyway.

1,488 scores. Zero paid. All date-stamped. All revisable.

That's the methodology.