For two months, the US military has been building up a force of warships, fighter jets, bombers, marines, drones and spy planes in the Caribbean Sea. It is the largest deployment there for decades.
Long-range bomber planes, B-52s, have carried out bomber attack demonstrations off the coast of Venezuela. Trump has authorised the deployment of the CIA to Venezuela and the world's largest aircraft carrier is being sent to the region.
The US says it has killed dozens of people in strikes on small vessels from Venezuela which it alleges carry narcotics and narco-terrorists, without providing evidence or details about those on board.
The strikes have drawn condemnation in the region and experts have questioned their legality. They are being sold by the US as a war on drug trafficking but all the signs suggest this is really an intimidation campaign that seeks to remove Venezuela's President Nicolás Maduro from power.
This is about regime change. They're probably not going to invade; the hope is this is about signalling, says Dr Christopher Sabatini, a senior fellow for Latin America at the Chatham House think tank.
He argues the military build-up is a show of strength intended to strike fear in the hearts of the Venezuelan military and Maduro's inner circle so that they move against him.
BBC Verify has been monitoring publicly available tracking information from US ships and planes in the region - along with satellite imagery and images on social media - to try to build a picture of where Trump's forces are located.
The deployment has been changing, so we have been monitoring the region regularly for updates.
As of 23 October, we identified 10 US military ships in the region, including guided missile destroyers, amphibious assault ships and oil tankers for refuelling vessels at sea.
It is no secret that the US administration, particularly Secretary of State Marco Rubio, would like to see Maduro toppled.
Earlier this year, he told Fox News Maduro was a horrible dictator and when asked whether he was demanding that Maduro leave, added: We're going to work on that policy.
But, even for overt critics of Maduro like Rubio, it is difficult to explicitly call for military-backed regime change - something members of Venezuela's opposition have longed called for.
Donald Trump campaigned against regime change in 2016, pledging to stop racing to topple foreign regimes, and more recently has condemned engaging in forever wars. The US does not recognise Maduro as the president of Venezuela, after the last election in 2024 was widely dismissed internationally, and by the opposition in Venezuela, as neither free nor fair. The US embassy in Caracas was closed during Trump's first presidency in 2019.
The US has upped its bounty for information leading to Maduro's arrest to $50m, an incentive for those within his loyal, inner circle to hand him in. But it has yielded no defections.
Venezuelan law professor and senior associate at the CSIS national security think tank, Jose Ignacio Hernández, says $50m is nothing for Venezuela's elites.
There is a lot of money to be made through corruption within an oil-rich state like Venezuela. The former head of Treasury Alejandro Andrade made $1bn in bribes before he was convicted.
Many analysts agree the Venezuelan military would be key to any regime change, but for them to turn on Maduro and oust him, they would also likely want promises of immunity from prosecution.
Mr Hernández adds: They will think, in some way or another I am involved in criminal activities too.
Michael Albertus, a political science professor at the University of Chicago who publishes extensively on Latin America, is not convinced that even a bounty of $500m would persuade Maduro's inner circle to turn him in.
Authoritarian leaders are always suspicious of even their inner circle, and because of that, they create mechanisms for monitoring them and ensuring loyalty, he said.
Economic sanctions on Venezuela have exacerbated the already severe economic crisis, but have not succeeded in persuading senior figures to turn against their president.
Donald Trump has declared this is a war on narcotics traffickers and said one vessel the US struck, on 16 October, was loaded up with mostly fentanyl. But fentanyl is primarily produced in Mexico - not South America - and comes into the US over the southern border.
It isn't about drugs, says Dr Sabatini. But he's co-opted the Venezuelan opposition's language of how this is not just a dictatorship - it's a criminal regime.
Since 2020, the US Justice Department has accused President Maduro of leading a drug trafficking and narco-terrorism organisation, which he denies. Trump has said he has authorised the CIA to carry out covert operations in Venezuela in part because of drugs coming in from Venezuela.
Venezuela does not produce large quantities of cocaine - that's mainly Colombia, Peru and Bolivia. There is some cocaine trafficked through Venezuela, which its own government claims it is cracking down on.
A US Drug Enforcement Administration report from 2025 says 84% of the cocaine seized in the US comes from Colombia and mentioned other countries but not Venezuela in its cocaine section.
The first seven strikes were carried out in the Caribbean, which is not a major sea route for drug-trafficking compared with the Pacific Ocean, where the subsequent strikes were carried out.
The Pentagon has ordered the deployment of a carrier strike group to the region, including the USS Gerald R Ford, the world's largest aircraft carrier.
The US has also bolstered its air presence in the region - BBC Verify has identified a number of US military aircraft across Puerto Rico.
These are highly advanced stealth jets prized for their short take-off and vertical landing capability. Earlier in October, BBC Verify tracked three B-52 bombers which flew across the Caribbean and close to Venezuela's coast.
The US air force later confirmed that the planes had taken part in a bomber attack demonstration.
When asked if the CIA had been given the authority to take out Maduro, Donald Trump dodged the question and said it would be ridiculous to answer. He has also said that the US is looking at land now, referring to possible military operations on Venezuelan soil.
What the CIA could do inside Venezuela could include agents being used to target trafficking suspects inside Venezuela. By the US's own definition, this could include Maduro himself.
