:warning: Clearbit’s Free Logo API (logo.clearbit.com) is Being Discontinued – Update Required

# :rotating_light: Deprecation Notice :rotating_light:

Clearbit's free Logo API (logo.clearbit.com) will be discontinued on **December 1, 2025**, and will stop working on that date.

## What You Need to Know:
We have identified your project as one that uses logo.clearbit.com - you’ll need to migrate to an alternative solution.
We’ve shared detailed information and alternative approaches in [our announcement on the HubSpot Developer Community](https://developers.hubspot.com/changelog/upcoming-sunset-of-clearbits-free-logo-api).

## Recommended Next Steps
1. **Audit your code**: Identify where logo.clearbit.com is used
2. **Consider alternatives**: Review options and recommendations in our official post
3. **Update dependencies**: If this project is part of a larger system, notify relevant maintainers

We appreciate all the developers who have used this service over the years! Check out the [HubSpot Developer Community](https://developers.hubspot.com/changelog/upcoming-sunset-of-clearbits-free-logo-api) for more details.

No files or tests are named. Start by searching the repository for `logo.clearbit.com` (notebooks, scripts, docs, configs) to find where the logo URL is used. Review the linked HubSpot announcement for the recommended replacement and patch those call sites accordingly. Validate by running the normal flow that loads/exports logos and confirm there are no remaining free Clearbit logo endpoint references.

Do mô hình lập chỉ mục viết ra từ nội dung của issue.