# November 2025

## Base Employee Data

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="0N0O3OHqkWPl">November, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                            | Description                                                                                     | Data type |
| ------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |
| `similar_profiles.company`            | Company name associated with the similar profile                                                | String    |
| `similar_profiles.followers`          | Follower count or description for the similar profile                                           | String    |

## Clean Employee Data

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="0N0O3OHqkWPl">November, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                                   | Description                                                                                     | Data type |
| -------------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `member_education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `member_certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `member_experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |

## Multi-source Employee Data

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="0N0O3OHqkWPl">November, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                            | Description                                                                                     | Data type |
| ------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |

## Employee Posts Data

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="0N0O3OHqkWPl">November, 2025</span></td><td>Adding a new category <strong>Reshared post</strong> and an additional field to root level</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                         | Description                                                                          | Data type |
| ---------------------------------- | ------------------------------------------------------------------------------------ | --------- |
| `employee_parent_id`               | Employee profile identification key                                                  | String    |
| **`reshared_post`**                | Reshared posts information                                                           | Object    |
| `reshared_post.id`                 | Unique identifier of the reshared post. Used to distinguish it from other posts      | String    |
| `reshared_post.employee_parent_id` | Author profile identification key                                                    | String    |
| `reshared_post.url`                | Direct URL to the reshared post on Professional network                              | String    |
| `reshared_post.author_name`        | Name of the original author of the reshared post                                     | String    |
| `reshared_post.author_profile_url` | Professional network profile URL of the original post’s author                       | String    |
| `reshared_post.author_headline`    | Headline or summary text shown under the author’s name, often follower count or role | String    |
| `reshared_post.article_body`       | Main text content of the reshared post                                               | String    |
| `reshared_post.image_url`          | List of image URLs attached to the reshared post                                     | String    |
| `reshared_post.hashtags`           | List of hashtags included in the reshared post text                                  | String    |
| `reshared_post.date_published`     | Time since the post was published                                                    | String    |

## Base Employee API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td>Removing a field from Search Preview response</td></tr></tbody></table>

### &#x20;<mark style="color:$danger;">Removed field</mark>

| Data field |
| ---------- |
| `industry` |

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="uGQ4A0n782Ju" label="November 26, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="uGQ4A0n782Ju">November 26, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                            | Description                                                                                     | Data type |
| ------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |
| `similar_profiles.company`            | Company name associated with the similar profile                                                | String    |
| `similar_profiles.followers`          | Follower count or description for the similar profile                                           | String    |

## Base Jobs API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td>Removing a field from Search Preview response</td></tr></tbody></table>

### &#x20;<mark style="color:$danger;">Removed field</mark>

| Data field  |
| ----------- |
| `seniority` |

## Multi-source Jobs API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td>Removing fields from Search Preview response</td></tr></tbody></table>

### &#x20;<mark style="color:$danger;">Removed fields</mark>

| Data field           |
| -------------------- |
| `seniority`          |
| `job_sources.source` |

## Employee Posts API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td><strong>Breaking change</strong>: updating POST and GET endpoints naming</td></tr></tbody></table>

### &#x20;<mark style="color:$info;">Changed endpoints</mark>

| Request type | Old endpoint                          | New endpoint                          |
| ------------ | ------------------------------------- | ------------------------------------- |
| POST         | `/v2/post_employee/search/filter`     | `/v2/employee_post/search/filter`     |
| POST         | `/v2/post_employee/search/es_dsl`     | `/v2/employee_post/search/es_dsl`     |
| GET          | `/v2/post_employee/collect/{post_id}` | `/v2/employee_post/collect/{post_id}` |

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="Yy7OsXuCUAmx" label="November 10, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="Yy7OsXuCUAmx">November 10, 2025</span></td><td>Adding a new category <strong>Reshared post</strong></td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                         | Description                                                                          | Data type |
| ---------------------------------- | ------------------------------------------------------------------------------------ | --------- |
| **`reshared_post`**                | Reshared posts information                                                           | Object    |
| `reshared_post.id`                 | Unique identifier of the reshared post. Used to distinguish it from other posts      | String    |
| `reshared_post.url`                | Direct URL to the reshared post on Professional network                              | String    |
| `reshared_post.author_name`        | Name of the original author of the reshared post                                     | String    |
| `reshared_post.author_profile_url` | Professional network profile URL of the original post’s author                       | String    |
| `reshared_post.author_headline`    | Headline or summary text shown under the author’s name, often follower count or role | String    |
| `reshared_post.article_body`       | Main text content of the reshared post                                               | String    |
| `reshared_post.image_url`          | List of image URLs attached to the reshared post                                     | String    |
| `reshared_post.hashtags`           | List of hashtags included in the reshared post text                                  | String    |
| `reshared_post.date_published`     | Time since the post was published                                                    | String    |

## Clean Employee API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td>Updating Webhook Subscriptions endpoints naming</td></tr></tbody></table>

{% hint style="info" %}
This change is applied for creating new webhook subscriptions and does not affect the subscriptions created before November 5th
{% endhint %}

### &#x20;<mark style="color:$info;">Changed endpoints</mark>

| Request type | Old endpoint                                  | New endpoint                                                 |
| ------------ | --------------------------------------------- | ------------------------------------------------------------ |
| POST         | `/v2/subscriptions/experience_changes/es_dsl` | `/v2/subscriptions/experience_changes/employee_clean/es_dsl` |
| POST         | `/v2/subscriptions/experience_changes/ids`    | `/v2/subscriptions/experience_changes/employee_clean/ids`    |
| POST         | `/v2/subscriptions/experience_changes/all`    | `/v2/subscriptions/experience_changes/employee_clean/all`    |

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="RWMnMYjuVk2V" label="November 26, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="RWMnMYjuVk2V">November 26, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                            | Description                                                                                     | Data type |
| ------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |

## Multi-source Company API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="EoA27aY8yZsJ">November 5, 2025</span></td><td>Search Preview endpoint supports sorting</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added option</mark>&#x20;

Multi-source Company API `/v2/company_multi_source/search/es_dsl/preview` endpoint now supports sorting option. Sorting fields are the same as in the Multi-source Company API's [Elasticsearch DSL](/company-api/multi-source-company-api/elasticsearch-dsl.md#sorting-options) topic.&#x20;

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="BrFNqrq8qUru" label="September 23, 2025" color="blue"></option><option value="R4kzybFgtnjf" label="September 24, 2025" color="blue"></option><option value="MSVZ0bEhP2ZU" label="October 15, 2025" color="blue"></option><option value="g7AaGhGCv7do" label="November 19, 2025" color="blue"></option><option value="PZyveFYhBENA" label="November 24, 2025" color="blue"></option><option value="bh7cpkDKyktD" label="November 25, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="bh7cpkDKyktD">November 25, 2025</span></td><td><strong>Breaking change</strong> – date format is changing for specified fields.</td></tr></tbody></table>

### &#x20;<mark style="color:$info;">Changed fields</mark>

`date` field format is changed from `yyyy-MM` to `yyyy-MM-dd` to listed fields below:

| Data field                                                   | Old date format | New date format |
| ------------------------------------------------------------ | --------------- | --------------- |
| `active_job_postings_count_by_month.date`                    | `yyyy-MM`       | `yyyy-MM-dd`    |
| `professional_network_followers_count_by_month.date`         | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employees_count_by_month.date`                              | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_work_life_balance_by_month.date`     | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_senior_management_by_month.date`     | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_recommend_by_month.date`             | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_diversity_inclusion_by_month.date`   | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_culture_values_by_month.date`        | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_compensation_benefits_by_month.date` | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_ceo_approval_by_month.date`          | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_career_opportunities_by_month.date`  | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_business_outlook_by_month.date`      | `yyyy-MM`       | `yyyy-MM-dd`    |
| `employee_reviews_score_aggregated_by_month.date`            | `yyyy-MM`       | `yyyy-MM-dd`    |
| `product_reviews_score_by_month.date`                        | `yyyy-MM`       | `yyyy-MM-dd`    |
| `total_website_visits_by_month.date`                         | `yyyy-MM`       | `yyyy-MM-dd`    |

## Webhook Subscriptions

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option><option value="WCFNhIIJzFu5" label="November 6, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="WCFNhIIJzFu5">November 6, 2025</span></td><td>Adding information about webhook triggering</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added information</mark>&#x20;

We are supplementing Base Employee API and Clean Employee API Webhook Subscriptions topics about webhook triggering actions. Learn which updated fields or actions made in Employee profiles trigger the notifications in [Base Employee API](/employee-api/base-employee-api/endpoints/webhook-subscriptions.md) and [Clean Employee API](/employee-api/clean-employee-api/endpoints/webhook-subscriptions.md) webhook subscription topics.

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option><option value="WCFNhIIJzFu5" label="November 6, 2025" color="blue"></option><option value="s8PSKBPQqfRb" label="November 19, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="s8PSKBPQqfRb">November 19, 2025</span></td><td>Adding endpoints to subscribe to experience changes in Multi-source Employee API</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added endpoints</mark>&#x20;

| Product                   | Endpoint                                                                                                                                                                                    |
| ------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Multi-source Employee API | <ul><li><code>/v2/subscriptions/experience\_changes/employee\_multi\_source/ids</code></li><li><code>/v2/subscriptions/experience\_changes/employee\_multi\_source/es\_dsl</code></li></ul> |

***

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="EoA27aY8yZsJ" label="November 5, 2025" color="blue"></option><option value="WCFNhIIJzFu5" label="November 6, 2025" color="blue"></option><option value="s8PSKBPQqfRb" label="November 19, 2025" color="blue"></option><option value="24dkYi0QNozU" label="November 25, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="24dkYi0QNozU">November 25, 2025</span></td><td>Adding endpoints to subscribe to experience changes in Base Employee API</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added endpoints</mark>&#x20;

| Product           | Endpoint                                                                                                                                                                  |
| ----------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Base Employee API | <ul><li><code>/v2/subscriptions/experience\_changes/employee\_base/ids</code></li><li><code>/v2/subscriptions/experience\_changes/employee\_base/es\_dsl</code></li></ul> |

## Multi-source Employee API

<table data-header-hidden><thead><tr><th width="181.5625"><select><option value="Qff9a1ArSsmn" label="September, 2025" color="blue"></option><option value="ehWPJUPr4Tcc" label="October, 2025" color="blue"></option><option value="DIoZa9t0XBxA" label="October 1, 2025" color="blue"></option><option value="Kj17mBXPc4hB" label="October 8, 2025" color="blue"></option><option value="0N0O3OHqkWPl" label="November, 2025" color="blue"></option><option value="wKcPaihB3n9L" label="November 26, 2025" color="blue"></option></select></th><th></th></tr></thead><tbody><tr><td><span data-option="wKcPaihB3n9L">November 26, 2025</span></td><td>Adding new fields</td></tr></tbody></table>

### &#x20;<mark style="color:$success;">Added fields</mark>&#x20;

| Data field                            | Description                                                                                     | Data type |
| ------------------------------------- | ----------------------------------------------------------------------------------------------- | --------- |
| `education.institution_logo_url`      | URL pointing to the logo of the educational institution (university, school, training provider) | String    |
| `certifications.certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.)         | String    |
| `experience.company_logo_url`         | URL pointing to the logo of the company/employer                                                | String    |


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.coresignal.com/release-notes/november-2025.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
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Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
