Enterprises audit influencer performance data to validate accuracy, consistency, and compliance with internal measurement standards through several methods.

1. Use of Influencer Marketing Platforms: These platforms provide comprehensive analysis on the performance of influencers. They offer insights on engagement rates, audience demographics, reach, impressions, and other key metrics. Platforms like [Flinque](https://www.flinque.com) provide advanced analytics to track and measure influencer performance, helping businesses validate data accuracy and consistency.

2. Regular Data Monitoring: Enterprises often track influencer data on a regular basis, usually daily or weekly. This monitoring allows for timely identification and rectification of any inconsistencies.

3. Manual Audits: Despite automation, manual audits are necessary. They provide a detailed look at the influencer’s content, collaborations, brand associations, engagement trends, etc., which often reveal insights that automated analytics might miss.

4. Adopting Standard Metrics: To ensure compliance with internal measurement standards, enterprises often adopt standard metrics for influencer performance. These metrics could be engagement rate, conversions, impressions, etc., depending on the campaign goals.

5. Third-party Auditing Services: Some enterprises enlist the services of independent third-party auditors to review their influencer data. These neutral parties ensure transparency and minimize reporting risk.

6. Use of Technology: AI or machine learning algorithms can be used to process large amounts of data quickly, identifying patterns and anomalies that may signify errors or inconsistencies.

Remember, the choice of auditing strategy depends greatly on the specific needs and capacities of the enterprise. The best method is usually a combination of several strategies, allowing for comprehensive and accurate auditing.