Prism Geo · city intelligence · pilot
Amritsar · image via Wikimedia Commons
Prism Geo · India · Punjab · Amritsar

Amritsar

Punjab, India · 31.63°N 74.87°E · updated 2026-08-05

Amritsar is a historic border city with a sturdier everyday economy than its startup reputation suggests: retail, manufacturing, healthcare, faith and tourism all matter. But opportunity is uneven. Hiring leans heavily toward bank and insurance sales, outside funding is rare, and attention has recently swung toward crime, migration and security. Its strongest long game may be research and practical urban investment.

Amritsar · image via Wikimedia Commons
news reported (civic)
11,441
companies + mapped places
363 + 1,836
research works (est.)
≈8,211
govt money announcements
178
The city at a glance
economic fabric

What is Amritsar made of?

🛍 Retail
10/10
🏭 Manufacturing
9/10
🏥 Healthcare
9/10
🛕 Religion & tourism
9/10
🎓 Education
8/10
🚛 Logistics
8/10
💻 Technology
8/10
🌱 Sustainability
7/10
🌾 Agriculture
6/10
🏟 Sports
5/10

news coverage + 3×registered companies + 2×mapped places, log-scaled vs strongest sector

momentum

What the city turned toward · Jan–Apr 2026

Each topic's share of news attention, January–April 2026 against September–December 2025 — news ingestion paused in May, so this is the latest complete window.

Disasters Emergencies

26 → 0 news reports
▼100%

Accidents

29 → 7 news reports
▼84%

Crime

78 → 192 news reports
▲65%

Public Safety

15 → 10 news reports
▼55%

Healthcare

10 → 10 news reports
▼33%

Governance

38 → 72 news reports
▲27%

Policing Law Enforcement

99 → 142 news reports
▼4%

Terrorism Conflict

23 → 35 news reports
▲2%

a rising share means the city's attention is turning toward it — not necessarily more incidents

top city themes

What Amritsar's news is about

Themes across the city's entire news coverage — ≈30.8K located reports — with each theme's momentum, its most specific keywords, and how the coverage feels. A CRITICAL badge means most of that theme's coverage is extremely negative.

Politics

▲3.8% growing
Floodplain Management · Disaster Relief · Terrorism Investigations · Flood Control Measures
80% negative coverage

Crime

▲84.2% growing
Narcotics Smuggling Operations · Heroin Smuggling Routes · Drug Trafficking Stings · Illicit Drug Supply Chains
100% negative coverage

Government

steady coverage
Party Nomination Rules · Turnout Demographics · Railway Trunk Lines · Clean Air Zones
55% negative coverage

Law Enforcement

▲46.7% growing
Narcotics Smuggling Operations · Heroin Smuggling Routes · Drug Trafficking Stings · International Drug Smuggling
99% negative coverage

Transportation

steady coverage
Railroad Accident · Transport Crash · Rail Incident · Train Crash
70% negative coverage

International Relations

steady coverage
Drone Warfare · Narcotics Smuggling Operations · Heroin Smuggling Routes · Autonomous Reconnaissance Drones
81% negative coverage

Travel

steady coverage
Domestic Flights · Flight Safety Measures · Temple Sculpture · National Air Routes
58% positive coverage

Elections

steady coverage
Party Nomination Rules · Turnout Demographics · Motor Voter Programs · Sample Ballots
55% negative coverage

Terrorism

steady coverage
Narcotics Smuggling Operations · Heroin Smuggling Routes · Terrorism Investigations · Undercover Operations
99% negative coverage

momentum window: Jan–Apr 2026 vs Sep–Dec 2025 · sentiment is a property of the news coverage, not a city rating

city signals

The character of Amritsar

  • Retail heavyweight— Retail scores 10/10 across news, companies and mapped businesses.
  • Credible manufacturing town— The city has 218 mapped industrial places and 34 manufacturing companies.
  • Faith and tourism magnet— Religion and tourism scores 9/10, anchored by Harmandir Sahib.
  • Healthcare business cluster— Healthcare spans 78 companies and ranks among the strongest sectors.
  • Border-linked pressure— Migration, deportation, smuggling and security coverage are rising.
  • Sales-first job market— Banks, insurers and sales roles dominate available hiring.
  • Research depth— Local institutions produced 1173 papers across technology and health.
  • Thin funding culture— Only 4 tracked companies have ever raised outside money.
everyday life

Living in Amritsar means…

  • a border always nearby— The city lies 28 kilometers from Pakistan.
  • pilgrims in the everyday mix— Thousands come to Sri Harmandir Sahib.
  • plenty of retail choice— Retail includes 376 mapped places.
  • sales-heavy career options— Banks, insurers and sales roles dominate current hiring.
  • a darker local news diet— 70% of coverage reads negative.
  • factory activity in plain sight— Manufacturers are the largest mapped business type.

read from the news record — not a survey

hidden depth

Things most people don't know

  • DeviceMax is the largest tracked employer, with 3580 staff.
  • Guru Nanak Dev University contributes 800 of the 1173 captured local papers.
  • Only 4 of 363 tracked companies have ever raised outside money.
  • Research about Amritsar includes 3 papers on mycorrhizal fungi and plant interactions.
  • The 61–62-death train accident resurfaced in coverage a year later.
Safety & civic life
Civic intelligence · Prism engine

Where does Amritsar stand against the developed world?

Six-nation developed-median report card (USA · UK · FR · DE · AU · CA) computed from the same data, like-for-like. ▼ worse than the norm, ▲ better.

Six-nation developed median (USA · UK · France · Germany · Australia · Canada) — ▼ worse than the norm, ▲ better

Communal Politics
30.7%here
3.6%benchmark
Road-accident Accountability
0.4%here
5.8%benchmark
Enforcement Action
15.1%here
20.3%benchmark
Cases Concluded
1.6%here
5.5%benchmark
Corruption Load
2.6%here
1.8%benchmark
Fatality-linked News
15.7%here
15.3%benchmark
Open the full data →

four chapters, plus the politics and money layers

Civic record

What problems are increasing?

immigration border is taking the fastest-growing slice of the city's news (up 13.2 points), with terrorism conflict next (up 3.6). Crime still leads in volume, but its share is shrinking.

Each problem's slice of city news — change in points, 2024–26 vs 2021–23
Immigration BorderImmigration BorderImmigration Border: +13.2 points of coverage share+13.2Terrorism ConflictTerrorism ConflictTerrorism Conflict: +3.6 points of coverage share+3.6Public SafetyPublic SafetyPublic Safety: +0.8 points of coverage share+0.8Policing Law EnforcementPolicing Law EnforcementPolicing Law Enforcement: +0.5 points of coverage share+0.5Disasters EmergenciesDisasters EmergenciesDisasters Emergencies: +0.3 points of coverage share+0.3Governance PolicyGovernance PolicyGovernance Policy: -2.1 points of coverage share-2.1Corruption FraudCorruption FraudCorruption Fraud: -2.2 points of coverage share-2.2Protest Civil UnrestProtest Civil UnrestProtest Civil Unrest: -4.9 points of coverage share-4.9Crime ViolenceCrime ViolenceCrime Violence: -6.9 points of coverage share-6.9
Fastest-rising specific problems
illegal immigrant deportation +6.7 ptsarms smuggling +2.7 ptsdeportation +2.4 ptsdrug smuggling +2.0 ptsillegal migration +1.2 ptshomicide attempted +1.2 ptsgrenade attack +1.1 ptshomicide attempt +1.0 pts
Summary

The civic story is becoming more border-focused. Immigration and border coverage takes a bigger slice of the city's news, up 13.2 points, led by deportation and smuggling; terrorism and conflict also rose 3.6 points.

WATCH Watch whether border enforcement and smuggling keep displacing everyday civic issues in local attention.
Open the full data →

11,441 pieces of news reported

Health

What diseases are rising?

No disease signal is rising in 2024–26 — outbreak coverage is receding. disease outbreak is the most-covered signal.

SignalNews Reported2024–26 Trend
Disease Outbreak47▼ receding
Viral Outbreak6— flat
Pandemic Outbreak6▼ receding
Public-health coverage by year
2026: 102017202610
Summary

Outbreak signals are easing, not vanishing. Disease-outbreak coverage is receding, viral-outbreak attention is flat, and pandemic coverage is also receding.

WATCH Watch for any return of disease-outbreak coverage after the current retreat.
Open the full data →

disease signals drawn from local news coverage

Money & governance
Public money

What projects is my government investing in?

urban housing leads 178 tracked announcements — development-authority land purchase, Smart City works and national-highway tenders anchor the money trail.

Announcement themes
Largest place-directed announcements
DateThemeLevelAmountWhat
2013-03ReligionNationalRs 806.08 croreThe Shiromani Gurdwara Parbandhak Committee passed its interim budget of Rs 806.08 crore for…
2016-09EducationNationalRs 734.28 croreCAG audit found that Rs 734.28 crore of the centrally sponsored Mid-Day Meal Scheme was released…
2018-06OtherNational590 CrorePunjab tourism minister announced a 590 crore grant from the central government to the Punjab…
2017-08WaterState / ProvinceRupees 556.90 crorePunjab government allocated Rs 556.90 crore for Smart City development in Amritsar
2013-11TransportNationalRupees 523.85 croreThe Indian government approved a Rs 523.85-crore road project under the National Highways…
2018-04TransportLocalRs 500 croreThe Amritsar city government decided to fully operate the Bus Rapid Transit System (BRTS) project…
Summary

Public money is aimed mainly at basic city-building. Across 178 announcements, urban housing leads with 31 and transport with 24; large commitments have included Smart City development, BRTS and a sewage treatment plant.

WATCH Watch whether housing, transport, water and sewage projects move from allocation to visible delivery.
Open the full data →

amounts are announcement headlines — shown, never summed

Politics

Who runs the political conversation?

3499 statements track Amritsar politics — communal-coded rhetoric runs 25.0% (India ≈11%, developed median 3.65%).

Loudest voices
Stance mix
opposes · 1049supports · 1015condemns · 695proposes · 512accuses · 102demands · 78
Summary

Political conversation is heavily religious and communal. Among 3499 tracked statements mentioning Amritsar, 25.0% carry that framing, compared with 11% for a typical Indian city; Amarinder Singh and Navjot Singh Sidhu are the loudest voices.

WATCH Watch whether railway redevelopment gets substance amid accusations about communalism and terror.
Open the full data →

from political statements naming the city

Economy & work
Jobs

What companies are hiring?

Axis Bank leads 161 tracked postings; top advertised role: Branch Relationship Officer.

Top hiring companies · May–Jul 2026
Hiring volume by month · May–Jul 2026
Summary

Hiring is narrow and sales-led. Among 161 jobs, Axis Bank leads with 23 and Kotak Mahindra Bank with 17; insurers and recruitment firms reinforce the front-line commercial tilt.

WATCH Watch for hiring beyond banking, insurance and front-line sales.
Open the full data →

161 job postings tagged to the city in May–Jul 2026 (a floor, not a census)

Jobs

What skills are available?

Most-demanded skills: sales, communication, business manager.

Most-demanded skills
Summary

Employers want people who can sell and manage client relationships. Sales appears 35 times, ahead of communication at 14, while lead generation, relationship management and insurance sales complete the pattern.

WATCH Watch whether technology and operations skills begin appearing alongside sales requirements.
Open the full data →

demand-side signal (what employers ask for), not a resident skill census

Economy

Which industries dominate?

Registered economy: education management, health, wellness and fitness, hospital & health care lead 363 tracked companies · biggest tracked employer: DeviceMax.

Registered companies by industry
Street economy — mapped places
Summary

Amritsar has a broad real economy, not a single-industry story. Retail scores 10/10, while manufacturing and healthcare both reach 9/10; religion and tourism also scores 9/10.

WATCH Watch whether logistics and technology convert their strong visibility into more registered companies.
Open the full data →

company registry (startup-skewed) + mapped business places

Economy

Is this city good for manufacturing?

Credible Base (2/4 signals) — each signal below is a live threshold that can fail.

  • 32 of 363 registered startups/companies (9%) are manufacturing-adjacent
  • 218 street-level manufacturer/industrial places on Google Maps
  • infrastructure news share rising (up 0.2 points)
Summary

Manufacturing is credible and visible, though not dominant. It covers 32 of 363 registered companies and 218 mapped industrial places, while infrastructure coverage is rising.

WATCH Watch whether infrastructure improvements help mapped manufacturers become larger formal employers.
Open the full data →

computed verdict — each signal is a live threshold that can fail

Startups & capital
Startups

Is there VC activity?

4 of 363 tracked companies have raised outside money — #5 among its peer set.

Funded startups — peer cities
Summary

Venture funding is the weak link. Only 4 of 363 tracked companies have ever raised outside money, while nearby Chandigarh has 112 funded startups; Amritsar's business base is much deeper than its funding pipeline.

WATCH Watch for repeat fund-raises rather than isolated first cheques.
Open the full data →

round amounts sparse for tier-3 cities — counts shown, dollar totals withheld

Startups

Is a startup ecosystem forming?

Formation is real — 116 companies founded since 2018 — but capital progression is weak: deadpool 12.7%, and stages are dominated by Unfunded.

Companies founded by year
2025: 1200820251
Stage distribution
Unfunded · 231Deadpooled · 46Public · 4Acquired · 3Funding Raised · 2Seed · 1
Summary

Company formation is active, but progression is weak. There are 116 companies founded since 2018, yet just 2 are currently classified as funding raised.

WATCH Watch whether the newer companies survive and progress beyond unfunded status.
Open the full data →

gate: ≥150 companies & ≥20 recent founds — passed (363/116)

The knowledge engine
Research · Prism stance layer

What research is done IN Amritsar?

Guru Nanak Dev University leads ≈8,211 estimated works. 46% of oriented output reads promising/breakthrough — clusters in machine learning, cloud computing, children's health.

Institutions (papers in sample)
Research orientation
Opportunities (promising + breakthrough)
Machine Learning · 12Cloud Computing · 9Children's Health · 7Women's Health · 6Energy Efficiency · 6Healthcare · 6Artificial Intelligence · 6
Cautions (cautionary + critical)
Children's Health · 2Mental Health · 2Trade-Related Intellectual Property Rights (TRIPS · 2Insecticides · 2Men's Health · 2Treatment Treatment · 1Quasi-Experimental Study · 1
Problems flagged
Women's Health · 8Artificial Intelligence · 6Healthcare · 4Research · 4Public Health · 4Biotechnology · 4Diabetes · 3
Summary

Within the available research slice, output is university-led and unusually broad. Of 1173 papers, Guru Nanak Dev University accounts for 800 and Government Medical College for 364; machine learning, cloud computing, children's health and energy efficiency stand out.

WATCH Watch whether university work in machine learning and health attracts commercial partners.
Open the full data →

figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers

Research · Prism stance layer

What research is done FOR Amritsar?

Narrower but distinct: 171 title-matched works study Amritsar itself — led by diverse scientific research studies, mycorrhizal fungi and plant interactions, sports and physical education research.

Top topics in city-focused research
Works about the city by year
2026: 2200120262
Summary

Study of Amritsar itself is limited and eclectic. Among 171 papers, topics range from plant-fungus interactions and sports education to diabetes risk, well-being and dental research tied to COVID-19.

WATCH Watch for more city-focused work on border pressures, urban services and public health.
Open the full data →

papers whose title or entities mention Amritsar (any author location) · partial sample · distinct from research done at the city's institutions

The pulse
News pulse

What is the news saying?

News attention is 70% negative-toned (typical for city civic coverage) — the volume trend tracks total attention on Amritsar.

Monthly news-feature volume
2026-05-01: 62023-012026-056
Summary

The news mood is hard-edged despite flashes of commercial normality, from resumed flights to IKEA's online expansion. Overall, 70% of coverage reads negative, and crime attention rose 65% in the latest comparison.

WATCH Watch whether the crime surge persists or governance coverage begins to soften the mood.
Open the full data →

from location-tagged news · sentiment skew is a property of news, not the city

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