Limeira, Brazil: in the "city of jewels," industry is worth 43 times more than agriculture
Even with oranges and sugarcane still present in the rural landscape, Limeira's agriculture accounts for just R$113 million of R$13.48 billion in value added.
The False Dilemma of the Performance Pilot
Algorithms don't raise CPC through inefficiency — they raise it through collective efficiency. Why the answer isn't to abandon the black box, but to reclaim the craft of whoever is flying it.
By Gabriel Villa
Google Ads "erases" 80% of Brazilian cities. Did you know?
The biggest blackout in Brazilian media isn't technological. It's territorial. And nobody is questioning it.
By Domingos Secco
NexOS Planner: the method that reads the territory before buying media
The five phases of the Tramas do Invisível method applied to the media plan — because belonging is worth more than reach.
By Domingos Secco
Census reveals 13 ways of living in Brazil
Ponta Verde has 20.3% senior couples. Benedito Bentes has 9.8% families with toddlers. Treating both as 'adults 25-54' is burning money.
METHODOLOGYForró, sound cars and weekend Pix: how AI reads what moves a territory
Data tells what. Tramas tell why and how. A new way to read Brazil — municipality by municipality.
DATA1,974 Brazilian cities have zero newspapers, radio stations, or news websites
1,974 Brazilian municipalities have zero local media outlets. Nearly 12 million adults invisible to brands, governments, and algorithms.
ESSAYInvisible Networks — by Domingos Secco Junior
Brazil demands a new way to read media, territory, and society
MANIFESTOManifesto — Invisible Networks
A living map of Brazil that pulses through its territories
Americana, Brazil: nostalgic for the old street, but with fewer multigenerational households than the national average
Americana's Trama profile talks about surnames that repeat across neighborhoods and neighbors who know each other by sight, but NexOS's family archetype data shows only 12.09% of households are multigenerational.
São Carlos, Brazil: behind the tech-hub label, industry pulls 46.7% of BNDES financing, well ahead of trade and services
R$273.7 million in BNDES financing (910 operations) makes industry, led by machinery, the biggest borrower of development credit in a city that sells itself as a university hub.
Francisco Beltrão, Brazil: known as the "Valley of Antennas," the farm gate is where most BNDES credit actually lands
R$823.97 million in farming credit, 54.1% of all BNDES lending in the city, nearly 4 times what industry managed to raise.
Araguari, Brazil: arabica coffee (R$444.2 million) has overtaken soybeans (R$311.9 million) in the city's fields
With less than a third of soybean's planted area (13,175 hectares against 38,000), arabica coffee is now worth more in Araguari's fields.
Itaituba, Brazil: known as the "gateway to the goldfields," 55.2% of its households are headed by women, more than in 90% of Brazilian cities
Family structure also breaks from the national average: 22.83% of households span more than one generation under the same roof (Brazil: 15.04%), and only 1.13% of elderly residents live alone, one of the lowest shares in the country.
Salgueiro, Brazil: the vaquejada city raises 2.3 goats for every head of cattle
Goat and sheep herds (94,000 head) have outnumbered cattle for at least three years, while BNDES financing for the farming sector never exceeds 0.3% of the city's total.
Marabá, Brazil: industry (55% of GDP) hidden behind the service crossroads
The city's own Trama profile describes Marabá as a 'board of services and trade' that only connects to mining and agribusiness peripherally, but it's industry, not services, that dominates 55% of the city's value added.
Jaraguá do Sul, Brazil: in the industrial valley, BNDES bets 1.8x more on textiles than on machinery
Textile and apparel financing (R$467.2 million) surpasses even the disbursement for road transport (R$232.2 million) and trade and services (R$209.3 million), larger on its own than any other financed subsector in the city.
Santa Maria, Brazil: barracks and university move more of GDP (17.6%) than all of the city's industry (13%)
With income among the 20 highest in Rio Grande do Sul (497 municipalities) and fewer married-couples-with-young-children households than the national average, Santa Maria functions less like an industrial hub and more like a regional capital of public service.
Catalão, Brazil: 44% of BNDES financing goes to highways, mining gets just 0.2%
In the city that imagines itself a mineral hub of southern Goiás, BNDES financing for road transport (R$189.9 million) outweighs all of industry combined, while mining is left with less than 1% of the total.
Itu, Brazil: behind the fame for exaggeration, a real industry making up 33% of GDP
The second-largest BNDES disbursement to local companies, R$184.9 million, went to mechanical industry, not folklore. The city that jokes about its own size has real factory credit running behind the fame.
Arapiraca, Brazil: the city that markets itself as an urban hub has farming bigger than all of industry
Farming is 22.1% of Arapiraca's value added, more than double industry (8.9%). Behind the number: 720,000 birds and R$11.7 million in freshwater shrimp.
Santana, Brazil: average income of R$2,149 a month, in an economy 53% dependent on government
Public administration accounts for 53% of the city's value added, but that doesn't translate into prosperity: 64.25% of families receive Bolsa Família welfare, and multigenerational households (23.02%) are far more common than the national average, a sign of people sharing a roof to make the math work.
Ji-Paraná, Brazil: average income of R$2,681 a month, but bank credit per person is 7 times higher
Real estate financing already accounts for 40% of all bank credit in the city, growing faster than total credit over the last two years. But look at the garage and you'll see motorcycles financed in small installments: 63.9% of the car-and-motorcycle fleet.
Lauro de Freitas, Brazil: 1 in 3 families on welfare, in a city of very high consumer spending
The very high spending classification comes from indicators like bank credit per capita of R$12,100 and Pix of R$6,500 per resident. Even so, 35% of the city's families depend on Bolsa Família welfare, and the average household head income doesn't exceed R$3,669 a month.
Palmeira dos Índios, Brazil: the city that cares for the region's health, but 6 in 10 families live on welfare
Of the 14,000 families that receive the benefit, 82% are in extreme poverty, not moderate poverty. The average household head income doesn't exceed R$1,606 a month.
Sorriso, Brazil: the same harvest every year, but wealth rises and falls with a price set elsewhere
In two years of billions in soybeans produced, the city's bank credit grew only 6%. The biggest BNDES investments went to road transport, not agriculture: the money finances the truck that hauls the grain out, not the people who stay.
São Leopoldo, Brazil: industry runs 2x the national average, but the city behaves like a bedroom community
The bank credit shows that 58% of everything banks lend in the city finances real estate, more than triple Porto Alegre's share and on par with Cachoeirinha and Gravataí, classic bedroom communities of Greater Porto Alegre.
Maricá, Brazil: the country's 2nd-highest GDP per capita doesn't reach the pockets of people who live there
Oil extracted off the coast puts Maricá in 2nd place nationally in GDP per capita, trailing only neighboring Saquarema. In the pockets of residents, though, the picture is much smaller: credit per resident sits at a third of the national average, and more money leaves the city via Pix than comes in, month after month.
Linhares, Brazil: behind the paper mill, the city is nearly a national coffee champion
Linhares is known for its pulp mill and the oil industry along the northern coast of Espírito Santo. Behind that image is an agricultural story few people talk about: the city is Brazil's 2nd-largest producer of Conilon coffee, trailing only its neighbor Rio Bananal.
Araguaína, Brazil: nearly 90% of the economy is services and government, only 2% is agriculture
Surrounded by farmland in northern Tocantins, Araguaína looks like just another agricultural frontier town. The data says otherwise: services and public administration already add up to 86% of the city's economy, against just 2.49% for agriculture, and the biggest BNDES loans don't go to the farm: they go to the road that brings people from across the region looking for a hospital, a college, or a wholesaler.
Campina Grande, Brazil: 64% of all the city's credit is now real estate financing
Known for hosting the world's biggest São João festival, Campina Grande is also one of Paraíba's highest-income cities, trailing only the state capital. But the strongest data point is in long-term credit: 64% of everything the city borrows has already become real estate financing, a sign of wealth piling up in brick.
Juazeiro do Norte, Brazil: faith moves R$6.46 billion and makes the city the biggest economy in the Cariri region
In the heart of Ceará's Cariri region, devotion to Padre Cícero built a pilgrimage city that became a regional economic engine: services add up to 66.5% of GDP, spanning hospitals, colleges and commerce that draws people from the whole region. There's also a curious signal: the money circulating through Pix already exceeds the city's own declared income, a trace of an economy running below the official radar.
Governador Valadares, Brazil: industry is just 13% of GDP, what sustains the city is the white coat
In a city known for decades of migration to the United States, industry barely shows up: just 13% of GDP. What sustains the economy is a corridor of clinics, hospitals and doctor's offices serving people from neighboring towns. What wealth remains is among the most concentrated in Brazil.
Anápolis, Brazil: the crossroads city that became inland Goiás's biggest logistics and medicine hub
In the middle of Goiás farm country, a highway crossroads became the biggest logistics and medicine hub in inland Goiás. Here, the stereotype misleads: soybeans are just 1% of local GDP, and what really moves the city is the truck.
Parauapebas, Brazil: the R$26 billion iron-ore city that has almost no elderly
In the Serra dos Carajás, a R$26.4 billion economy runs on iron ore shipped out by rail: 84% of the wealth is mining. And there's an even rarer mark: only 1.6% of adults are elderly, one of the lowest rates in Brazil. Whoever arrives, arrives young; the money moves through Pix and motorcycles, not real estate.
Petrolina, Brazil: the 4th-richest city in Pernambuco is the country's top grape producer, deep in the backlands
In the São Francisco backlands, a city that became the country's biggest grape hub and one of its largest goat herds, exporting fruit to Europe. But the abundance holds a paradox: 40% of families still receive welfare, and one in five homes has no running water.
Caxias do Sul, Brazil: the city that builds the country's trucks and drives around in a beat-up Gol
Rio Grande do Sul's second-largest economy is a R$37.9 billion metal powerhouse — where farming is 1% of output and nearly half of all credit is real estate. But the iron city doesn't show off: its factory workers drive used hatchbacks, and thousands of decades-old Chevettes and Beetles still cross the highlands.
Foz do Iguaçu: 64% of the economy is energy, not tourism
64% of the economy is industry — and industry here means Itaipu, not the Falls. Wealth in the top 10% and an SPI Opportunity score of 43: two Foz on the same bridge.
Imperatriz, Brazil: where the card reader and welfare share the same sidewalk
Top 10% in Brazil for Pix and credit, living alongside a third of households on Bolsa Família. The 'gateway to the Amazon' runs on commerce, not soy.
Dourados, Brazil: R$20bn in wealth and almost no new jobs
Income and credit in the country's top 2%, job creation at rock bottom (among the 2% with the least job creation in Brazil), and the largest urban Indigenous reserve in the country invisible in the numbers.
Araraquara, Brazil: the rich city that barely uses Pix
Top 2% in Brazil for total payroll and Bolsa Família among the lowest 10% — yet it moves money like a small town, off Pix. The 'sugarcane capital' that is, on paper, salary and services.
Mossoró, Brazil: the oil-and-salt capital that lives on the public payroll
Elite income at the top (top 1% in Brazil), but what holds up the GDP is services and the public payroll — farming is just 2.7%.
Chapecó: the farm capital that barely farms
The capital of western Santa Catarina barely plants anything — it processes. The region's grain and livestock turn into protein, which is why industry is worth 28% of the economy and farming, just 2%.
Sinop, Brazil: the R$11bn farm city where farming is only 12% of the economy
The unofficial capital of northern Mato Grosso posts metropolis numbers — credit 164% above the national average, 25,000 pickup trucks, local media with a real audience. But the soy that built it has already turned into something else: services, clinics and colleges.
In Brazil, the electric car has two addresses: the gated community and the backlands
Eusébio, in Ceará, has more electric cars than Alphaville — and it's growing faster. The electrification map doesn't run where everyone assumed, and it reveals two economies of the electric car living in the same ranking.
VW Tera: the SUV that was born a leader
Launched in 2025, the Tera is already Brazil's best-selling new SUV — and São Paulo's, where it outsells the HR-V two to one. But the Greater São Paulo map shows that 'national leader' doesn't mean leader on every corner. What the garage reveals about who buys an SUV in Brazil.
Batatec 2026: Brazil's biggest sweet-potato fair, in a city where agro is 0.5% of GDP
Presidente Prudente barely grows any sweet potato — the crop is in the surrounding towns. The city is a services showcase and the media capital of the Oeste Paulista. It's from that crossing that Brazil's largest sweet-potato tech fair is born. How a brand talks to this market — from field to table.
Mickey Mouse, R$ 100 million and 250,000 people at Expo Rio Verde 2026
Mickey Mouse is a rodeo bull valued at R$ 1.2 million — and the star of a fair in a city of 225,000 people that receives R$ 4.8 billion in Pix a month. Welcome to the Harvest City: how a brand talks to the agribusiness powerhouse of Southwest Goiás.
FENAGEN 2026: in the city of sweets, the champion bull is chosen by genetics — not by looks
Pelotas is the land of sweets, of charque and of the cold off the lagoon. In the first days of July it becomes the capital of data-driven beef genetics — where the bull stops winning on beauty and starts winning on a spreadsheet. Welcome to FENAGEN, and to what it reveals about a city reinventing its own calling.
MilkShow 2026: in Patos de Minas, the local portal beats Globo in your media plan
The largest dairy fair in Central Brazil happens in a town that is the opposite of a media void: a complete hub, where the town's own portal (patoshoje.com.br) has more audience intensity than globo.com. How a national brand talks to the dairy community — without overpaying for the wrong address.
Feagro 2026: 80,000 people and 4 local radio stations for your media plan
Latin America's largest Jersey cattle show moves R$ 200 million in Braço do Norte (SC) — a town that media tools treat as empty, but that has a weekly newspaper since 1997, four radio stations and a programmatic media oasis. How a national brand talks to this community.