OPINION
COCHRAN, J.,
delivered the opinion of the Court
in which KELLER, P.J. and WOMACK, JOHNSON, KEASLER, and HERVEY, JJ„ joined.
An officer stopped appellant’s car for a traffic offense and, during that stop, asked if he could search the car. The officer said that appellant consented. During a con[456]*456sensual search of appellant’s pocket, the officer found a pill bottle containing marijuana. Appellant filed a motion to suppress that evidence, arguing that he did not voluntarily consent to the search of his car and therefore his constitutional rights were violated.1 After a hearing, the trial judge denied the motion. Appellant pled guilty to possession of marijuana and appealed the trial judge’s ruling. The court of appeals reversed the trial judge, holding that the State failed to carry its burden of proving consent by clear and convincing evidence.2 We granted the State’s petition for discretionary review3 and hold that the trial judge’s ruling that appellant consented to the search of his car is supported by the record. We therefore reverse the court of appeals.
I.
A. Background
One January night, Officer Tony Williams and his recruit, Officer Matt Barber, were patrolling a residential neighborhood just south of the Texas Tech University campus. The narcotics unit of the Lubbock Police Department suspected that a house near the intersection of 23rd and University was an active distribution center for marijuana, so Officer Williams decided to conduct surveillance on it from across the street. He had done so before and made several previous narcotics arrests of people leaving the house. Shortly after they began watching the house, appellant and another man came out of the front door and began “a pretty long walk” down the street to a car. This was a particularly cold night, and Officer Williams — his suspicions already piqued— thought it odd that appellant would park so far from the house when there were several much closer parking spots.
The officers decided to follow as appellant began to drive away. When appellant failed to signal a left turn at the end of the block, the officers made a traffic stop. The mobile video recorder (dash cam) activated immediately after the officers got out of their squad car, and the audio recorder started as Officer Williams began speaking to appellant through the driver’s side window.
Appellant gave the officers his driver’s license and proof of insurance; Officer Barber ran a warrant check; and Officer Williams stood watch over the two men in the car. Officer Williams thought appellant was acting very nervous: “He was looking around the vehicle a lot. He wasn’t giving me direct answers. He wasn’t really talking to me at all. He [457]*457didn’t want to look at me.” Even his voice sounded nervous. It was this nervousness, coupled with having seen appellant leave a suspected drug house, that led Officer Williams to ask for appellant’s consent to search his car.
That conversation went as follows:4
Officer Williams: You don’t have anything illegal in the vehicle, no weapons or anything like that?
Appellant: No.
Officer Williams: You don’t mind if we take a look?
Appellant: (Inaudible.) Look in the car or what?
Officer Williams: Yeah.
Appellant: I don’t have anything.
Officer Williams: Okay. You don’t mind if I look? It’s yes or no, bud.
Appellant: What do you think?
Officer Williams: What do I think?
Appellant: Yeah.
Officer Williams: I’m asking you if I can look in the car.
Appellant: (Inaudible.)
Officer Williams: Don’t reach around, bud, just in case you got a gun.
Appellant: I ain’t got no gun or nothing.
Officer Williams: Okay. You don’t mind if we look?
Appellant: I just — (Inaudible.) That’s it (Inaudible.)
Officer Williams: Okay.
Appellant: (Inaudible.)
Officer Williams: I’m asking if I can look in your vehicle. It’s yes or no.
Appellant: (Inaudible.)
Officer Williams: Is there anything else you might have? You seem a little nervous, you know what I’m saying? You’re making me nervous.
Appellant: Naw, I ain’t nervous.
Officer Williams: Okay. Do you have anything illegal in your vehicle?
Appellant: No.
Officer Williams: Okay. Do you mind if I look?
Appellant: I guess.5
During this thirty-second conversation, Officer Williams asked appellant for his consent to search the car six times. After understanding appellant to consent, Officer Williams asked him to get out of his car so that he could do a pat-down search. Once appellant stepped out, “the first thing he did was reach into his pocket,”6 a move that alarmed the officer and prompted him to grab appellant’s arm and restrain him against the vehicle. Officer Williams asked appellant if he could search his pocket, and, when appellant said ‘Yes,” the officer found a pill bottle containing marijuana in the pocket. Appellant was then arrested. In total, the traffic stop lasted approximately nine minutes.
Appellant filed a motion to suppress, and the trial judge held a hearing on that motion. Officer Williams was the only witness. Appellant argued that Officer Williams’s request to search appellant’s ear was not made in good faith because “it was his intention to search that car regardless of what happened that night.” Appellant further asserted that his alleged [458]*458consent was obtained only by coercion as demonstrated by the officer’s tone, manner, and “rapid-fire” requests to search, as well as appellant’s equivocal response of “I guess.”
The trial court denied appellant’s motion and agreed with the State that appellant had voluntarily consented to the search. Appellant filed a request for findings of fact and conclusions of law which the trial judge granted, but no findings are in the appellate record.7
B. The Court of Appeals
A divided court of appeals reversed the trial court, holding that “the State failed to clearly and convincingly prove that appellant granted the officer positive, unequivocal, and voluntary consent to search his car.”8 The majority opinion explained that the combination of Officer Williams’s confusingly worded final question, together with appellant’s evasiveness in answering, painted “not a picture of clarity or unequi-vocation, but rather one of vacillation and hesitance.”9 The dissent took a more deferential approach to the judge’s ruling.
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OPINION
COCHRAN, J.,
delivered the opinion of the Court
in which KELLER, P.J. and WOMACK, JOHNSON, KEASLER, and HERVEY, JJ„ joined.
An officer stopped appellant’s car for a traffic offense and, during that stop, asked if he could search the car. The officer said that appellant consented. During a con[456]*456sensual search of appellant’s pocket, the officer found a pill bottle containing marijuana. Appellant filed a motion to suppress that evidence, arguing that he did not voluntarily consent to the search of his car and therefore his constitutional rights were violated.1 After a hearing, the trial judge denied the motion. Appellant pled guilty to possession of marijuana and appealed the trial judge’s ruling. The court of appeals reversed the trial judge, holding that the State failed to carry its burden of proving consent by clear and convincing evidence.2 We granted the State’s petition for discretionary review3 and hold that the trial judge’s ruling that appellant consented to the search of his car is supported by the record. We therefore reverse the court of appeals.
I.
A. Background
One January night, Officer Tony Williams and his recruit, Officer Matt Barber, were patrolling a residential neighborhood just south of the Texas Tech University campus. The narcotics unit of the Lubbock Police Department suspected that a house near the intersection of 23rd and University was an active distribution center for marijuana, so Officer Williams decided to conduct surveillance on it from across the street. He had done so before and made several previous narcotics arrests of people leaving the house. Shortly after they began watching the house, appellant and another man came out of the front door and began “a pretty long walk” down the street to a car. This was a particularly cold night, and Officer Williams — his suspicions already piqued— thought it odd that appellant would park so far from the house when there were several much closer parking spots.
The officers decided to follow as appellant began to drive away. When appellant failed to signal a left turn at the end of the block, the officers made a traffic stop. The mobile video recorder (dash cam) activated immediately after the officers got out of their squad car, and the audio recorder started as Officer Williams began speaking to appellant through the driver’s side window.
Appellant gave the officers his driver’s license and proof of insurance; Officer Barber ran a warrant check; and Officer Williams stood watch over the two men in the car. Officer Williams thought appellant was acting very nervous: “He was looking around the vehicle a lot. He wasn’t giving me direct answers. He wasn’t really talking to me at all. He [457]*457didn’t want to look at me.” Even his voice sounded nervous. It was this nervousness, coupled with having seen appellant leave a suspected drug house, that led Officer Williams to ask for appellant’s consent to search his car.
That conversation went as follows:4
Officer Williams: You don’t have anything illegal in the vehicle, no weapons or anything like that?
Appellant: No.
Officer Williams: You don’t mind if we take a look?
Appellant: (Inaudible.) Look in the car or what?
Officer Williams: Yeah.
Appellant: I don’t have anything.
Officer Williams: Okay. You don’t mind if I look? It’s yes or no, bud.
Appellant: What do you think?
Officer Williams: What do I think?
Appellant: Yeah.
Officer Williams: I’m asking you if I can look in the car.
Appellant: (Inaudible.)
Officer Williams: Don’t reach around, bud, just in case you got a gun.
Appellant: I ain’t got no gun or nothing.
Officer Williams: Okay. You don’t mind if we look?
Appellant: I just — (Inaudible.) That’s it (Inaudible.)
Officer Williams: Okay.
Appellant: (Inaudible.)
Officer Williams: I’m asking if I can look in your vehicle. It’s yes or no.
Appellant: (Inaudible.)
Officer Williams: Is there anything else you might have? You seem a little nervous, you know what I’m saying? You’re making me nervous.
Appellant: Naw, I ain’t nervous.
Officer Williams: Okay. Do you have anything illegal in your vehicle?
Appellant: No.
Officer Williams: Okay. Do you mind if I look?
Appellant: I guess.5
During this thirty-second conversation, Officer Williams asked appellant for his consent to search the car six times. After understanding appellant to consent, Officer Williams asked him to get out of his car so that he could do a pat-down search. Once appellant stepped out, “the first thing he did was reach into his pocket,”6 a move that alarmed the officer and prompted him to grab appellant’s arm and restrain him against the vehicle. Officer Williams asked appellant if he could search his pocket, and, when appellant said ‘Yes,” the officer found a pill bottle containing marijuana in the pocket. Appellant was then arrested. In total, the traffic stop lasted approximately nine minutes.
Appellant filed a motion to suppress, and the trial judge held a hearing on that motion. Officer Williams was the only witness. Appellant argued that Officer Williams’s request to search appellant’s ear was not made in good faith because “it was his intention to search that car regardless of what happened that night.” Appellant further asserted that his alleged [458]*458consent was obtained only by coercion as demonstrated by the officer’s tone, manner, and “rapid-fire” requests to search, as well as appellant’s equivocal response of “I guess.”
The trial court denied appellant’s motion and agreed with the State that appellant had voluntarily consented to the search. Appellant filed a request for findings of fact and conclusions of law which the trial judge granted, but no findings are in the appellate record.7
B. The Court of Appeals
A divided court of appeals reversed the trial court, holding that “the State failed to clearly and convincingly prove that appellant granted the officer positive, unequivocal, and voluntary consent to search his car.”8 The majority opinion explained that the combination of Officer Williams’s confusingly worded final question, together with appellant’s evasiveness in answering, painted “not a picture of clarity or unequi-vocation, but rather one of vacillation and hesitance.”9 The dissent took a more deferential approach to the judge’s ruling. Although the dissent agreed that appellant’s answers could be described as “evasive,” that “same evidence permitted the trial court to conclude appellant did not refuse the officer consent to search his car.”10 We granted the State’s petition to address the deference due to a trial judge’s implied factual findings of a voluntary consent to search under the totality of the circumstances.
II.
A. Consent to Search
Under the Fourth and Fourteenth Amendments, a search conducted without a warrant based on probable cause is “per se unreasonable ... subject only to a few specifically established and well-delineated exceptions.”11 One of those exceptions is a search conducted with the person’s voluntary consent.12 The validity of a consent to search is a question of fact to be determined from all the circumstances.13 A person’s consent to search can be communicated to law enforcement in a variety of ways, including by words, action, or circumstantial evidence showing implied consent.14 “But the Fourth and [459]*459Fourteenth Amendments require that a consent not be coerced, by explicit or implicit means, by implied threat or covert force.”15 The voluntariness of a person’s consent is also a question of fact16 that is determined by analyzing all of the circumstances of a particular situation.17 The trial judge must conduct a careful sifting and balancing of the unique facts and circumstances of each case in deciding whether a particular consent search was voluntary or coerced.18
“Reasonableness” is the touchstone for the Fourth Amendment; “reasonableness” is also the touchstone for determining voluntary consent to search.19 The Supreme Court has explained, that “the standard for measuring the scope of consent under the Fourth Amendment is that of ‘objective’ reasonableness — what would the typical reasonable person have understood by the exchange between the officer and the suspect?”20 In other words, courts review the totality of the circumstances of a particular police-citizen interaction from the point of view of the objectively reasonable person, without regard for the subjective thoughts or intents of either the officer or the citizen.21 The ultimate question is whether the person’s “ ‘will ha[s] been overborne and his capacity for self-determination critically impaired,’ ” such that his consent to search must have been involuntary.22
Under federal law, the government must show voluntary consent by a preponderance of the evidence,23 but Texas has long stated that the State must “prove the vol-untariness of a consent to search by clear and convincing evidence.”24 While this [460]*460burden differs somewhat from that employed in the federal system, the legal analysis is the same in both Texas and federal courts: whether consent was voluntary is a factual question and must be analyzed based on the totality of the circumstances.25 Trial courts may consider numerous factors in that analysis.26
B. Standard of Review
Because issues of consent are necessarily fact intensive, a trial court’s finding of voluntariness must be accepted on appeal unless it is clearly erroneous.27 Likewise, a finding of involuntariness is afforded the same great deference, because, as we have stated, “the party that prevailed in the trial court is afforded the strongest legitimate view of the evidence and all reasonable inferences that may be drawn from that evidence.”28 When there are no written findings explaining the factual basis for the trial judge’s decision, we imply findings of fact that support his ruling so long as the evidence supports those implied findings.29
[461]*461hi.
In this case, the State argues that the court of appeals departed from a totahty-of-the-circumstances review and failed to grant any deference to the trial judge’s ruling. Specifically, the State complains that the court of appeals relied exclusively on Officer Williams’s final question of “Do you mind if I look?” and what it decided was appellant’s response of “I guess”30 to hold that there was no consent, rather than giving deference to implied findings that support the trial judge’s ruling. It is the State’s position that the imprecise nature of communication is such that an analysis of isolated words alone does not necessarily fully reveal the message being conveyed.31 It is only by examining the context of a communication that one can fairly deduce the intended meaning of words because the same words may convey radically different meanings depending on context, the speaker, and the listener. In part, that is why reviewing courts defer to trial courts when assessing factual findings.32
In this case, Officer Williams asked appellant six times whether he would consent to a search of his car. Appellant repeatedly stalled and evaded the question. Finally, in response to Officer Williams’s specific question, “Do you mind if I look,” appellant said, “Yes” or “I guess.” What did he mean? Appellant could be responding, ‘Tes, I do mind. I do not want you to search my car.” On the other hand, given the numerous prior questions, (including Officer Williams’s previous straightforward inquiry, “I’m asking if I can look in your vehicle. It’s yes or no.”), it could mean ‘Tes, you can search my car.” Officer Williams’s question is hardly a model of clarity, and appellant’s answer is fraught with ambiguity.
The court of appeals aptly noted this problem.33 But it declined to view the [462]*462evidence in the light most favorable to the trial judge’s ruling because it concluded that “the situation before us is not one in which the historical facts are in dispute.”34 But they are very much in dispute. Everything hinges on the meaning of appellant’s response and what a reasonable person standing in Officer Williams’s shoes would conclude that he meant. The court of appeals erred both in asserting that the facts were undisputed and in applying a de-novo standard of review to the disputed facts.35
The court of appeals pointed to the audio-video recording and asserted, “What was said and done was said and done, neither can be questioned nor changed.”36 True enough, but the trial judge’s task is to determine precisely what was said and then what was conveyed by the totality of the circumstances.
Admittedly, the audio recording is not of the highest quality, but careful listening would support an implied finding that appellant replied with a “Yes” to Officer Williams’s final question. At a minimum, the recording fails to clearly rebut Officer Williams’s testimony that appellant said ‘Yes.”37 But even if the trial judge concluded that appellant said, “I guess,” that phrase could reasonably be interpreted as a positive response, a colloquial equivalent of ‘Yes.”38 Indeed, the Texas Supreme Court has held that a person’s response of “I guess so,” to an officer’s request to search, combined with other circumstances, supported the trial judge’s finding that the person had voluntarily consented [463]*463to the search.39
But regardless of whether appellant said ‘Tes,” or “I guess,” the trial judge was also required to decide what an objectively reasonable person standing in Officer Williams’s shoes would conclude that response meant.40 Both Officer Williams’s conduct and that of appellant immediately after the response would support the trial judge’s implicit finding that appellant intended to consent. While appellant’s response of ‘Tes” or “I guess” may be open to interpretation, there can be little doubt that Officer Williams believed that appellant consented because he immediately asked appellant to step out of the car so that the officer could search it without difficulty.41 And appellant did so.42 If appellant had intended to refuse consent, it seems reasonable that he would have objected, complained, or refused to get out of his car. Instead, he readily complied.
Appellant argues that, even if the court of appeals erred by using a cíe novo standard of review, “the only reasonable conclusion to be made is that Appellant relented to Officer Williams’s repeated requests to search his car as opposed to consented.”43 Not all compliance is mere acquiescence to official authority, however.44 “Mere acquiescence” may constitute [464]*464a finding of consent.45 Furthermore, repeatedly asking for consent does not result in coercion, particularly when the person refuses to answer or is otherwise evasive in his response.46 Appellant has presented no evidence of factors that would tend to show coercion, such as an officer’s display of a weapon, threats, promises, deception, physical touching, or a demanding tone of voice or language.47 Officer Williams’s action of merely repeating his question several times and asking for a specific “yes or no” response in the face of appellant’s evident evasiveness does not rise to the level of official coercion. Indeed, there is indication from the Supreme Court that asking repeated questions or talking at a non-responsive, uncooperative suspect is not a coercive technique.48
[465]*465From the arguments and evidence presented at the suppression hearing, the trial judge made a reasonable ruling based upon the totality of the circumstances. As stated by the dissent in the lower court, “Accepting the [majority’s] conclusion as correct, surely the same evidence permitted the trial court to conclude appellant did not refuse the officer consent to search his car.”49 Put simply, there is more than one permissible view of the totality of the evidence. This case is an excellent example of why appellate courts should have the trial judge’s findings of fact before disagreeing with that judge’s ruling on a motion to suppress. The court of appeals would have been well served to allow supplementation of the record with the findings of fact that appellant had requested.50
Viewing the totality of the circumstances in the light most favorable to the trial judge’s ruling, we conclude that he did not abuse his discretion in finding that appellant voluntarily consented to a search of his car. Of course, had the trial judge found that appellant did not, in fact, voluntarily consent, we would uphold that factual finding as well, given the totality of the circumstances in this case.51
We therefore reverse the court of appeals and affirm the judgment of the trial court.
KELLER, P.J. and JOHNSON, J., filed concurring opinions.
MEYERS, J., filed a dissenting opinion in which PRICE, J., joined.