How We Use AI to Write VPN Guides: Process and Limits

Guides on Best VPN India are drafted with AI language models. This page explains what that means for you as a reader.

Which tools

Most older guides were drafted with OpenAI GPT models (GPT-4o and GPT-4o mini). Guides written or revised since October 2026 are drafted with Claude by Anthropic. The models work from public sources such as official provider pages, published fees and terms.

How facts are checked

Guides written or revised since October 2026 are checked against the original sources before publishing: fees, limits, availability in India and key terms. Where a page says “checked on” with a date, that is the date we read the source. Older guides are being reviewed; until a guide has been revised, treat its figures as a starting point and confirm them with the provider. No expert reviews every page.

What we do not use AI for

  • We do not use AI to invent tests, reviews, measurements or personal experience.
  • We do not use AI to create authors, expert profiles, quotes or photos. Guides are signed “Best VPN India Editorial”.
  • We do not use AI to decide that a provider is better because it pays us.

What can go wrong

AI models can state an outdated price, mix up two plans or repeat a claim that no longer holds. For that reason every guide carries the note “Drafted with AI assistance from public sources” next to its date, and prices are shown only with a date or left to the provider’s own page.

Mistakes

If you find a mistake, write to contact@bestvpnindia.com. Confirmed errors are corrected and listed on Corrections and changes. More on our method: how we compare VPNs and the editorial policy.