> For the complete documentation index, see [llms.txt](https://tools.osintnewsletter.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tools.osintnewsletter.com/osint-tools/mapillary.md).

# Mapillary

| **Mapillary**    | **Quick Overview**                                                                                                                          |
| ---------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| URL              | <https://www.mapillary.com/app/>                                                                                                            |
| What it does     | Provides user-uploaded street-level photos with location data, used for mapping, geolocation, and visual verification of real-world places. |
| How to use it    | Search for a location or drop a pin on the map, then browse image sequences and metadata like timestamps and direction.                     |
| Cost             | Partially Free.                                                                                                                             |
| Account required | No for basic use. Yes for advanced functionality.                                                                                           |
| Cookies          | Uses session cookies for login, analytics cookies for usage tracking, and Meta-related infrastructure cookies due to ownership.             |
| Ownership        | Owned by Meta Platforms, Inc., originally developed as an independent Swedish startup before being acquired in 2020.                        |
| Use in Reporting | Used in journalism and OSINT for geolocation, verifying images/videos, documenting disasters, and tracking infrastructure changes.          |

### What does Mapillary do?

Mapillary provides access to crowdsourced street-level imagery that helps users visually inspect real-world locations and verify geographic information.&#x20;

**The lowdown:** It’s essentially a community-driven alternative to Street View, combining user photos with AI mapping tools.<br>

### How to Use:

**1. Open the Mapillary web app and search for a place or zoom to a location.**

<img src="/files/F78n9qUJ2cCBni8G2eW4" alt="" height="393" width="602">

**2. Click through connected street images and review metadata like GPS, time, and camera direction.**

<img src="/files/yv0zJR1qo0MFQOTgeCaO" alt="" height="309" width="602">

**3. Cross-check findings with other OSINT tools.**

### Cost

* [ ] Free
* [x] Partially Free
* [ ] Paid

Free for basic browsing and OSINT use. Paid enterprise/API access for bulk data and advanced integration features.

## Data Processing

### Account Required:

* [x] Yes
* [x] No

Not required for viewing imagery, but required for uploading images or using API and advanced tools.

### Cookies:&#x20;

We only noted a Mapillary cookie used for consent and privacy settings during our site visit on 22 June 2026.

### Use in Reporting

Mapillary is useful for:

* Verifying location of images/videos.
* Supporting conflict and disaster reporting.
* Tracking infrastructure or environmental change.
* Fact-checking visual claims in journalism.
* Assisting OpenStreetMap updates.

You can view this [case study](https://www.casestudies.com/company/mapillary/case-study/how-red-cross-uses-data-during-global-disasters) re Mapillary’s use during disaster response.&#x20;

| **Capabilities**                      | **Limitations**                                                    |
| ------------------------------------- | ------------------------------------------------------------------ |
| Global street-level image browsing.   | Coverage varies heavily by region. Some areas have little/no data. |
| Geolocation and visual verification.  | Not real-time. Some images may be outdated.                        |
| Historical comparison of locations.   | Privacy filters reduce image detail.                               |
| AI-based object and road detection.   | Less comprehensive than Google Street View.                        |
| API integration of mapping workflows. | <p><br></p>                                                        |

### Summary

Mapillary sits fairly early on in a typical OSINT workflow, mainly as a geolocation and visual verification layer rather than a starting point or final proof source.

### Ownership

Owned by Meta Platforms, Inc. (Facebook parent company), following its acquisition of the Swedish startup Mapillary AB in 2020.

### Ethical Considerations

* Potential privacy concerns (faces, vehicles, private property visibility).
* Must be used responsibly in OSINT to avoid doxxing or identifying private individuals.
* Some imagery may be user-submitted and contextually misleading.
* Ethical OSINT practice requires verification across multiple sources.

### Related Tools:

* Google Street View
* OpenStreetMap
* Sentinel Hub (satellite imagery)
* Yandex Maps
* [Wikimapia](/osint-tools/wikimapia.md)

#### Sources

<https://www.mapillary.com/app/>&#x20;

<https://en.wikipedia.org/wiki/Mapillary>&#x20;

<https://www.casestudies.com/company/mapillary/case-study/how-red-cross-uses-data-during-global-disasters>&#x20;

<https://www.dutchosintguy.com/post/crowd-sourced-mapping-tools-for-osint-investigations>&#x20;

<https://www.osinthandbook.com/geolocation-tools>&#x20;

<https://bellingcat.gitbook.io/toolkit/more/all-tools/mapillary>&#x20;