lightpanda/1.0

[[TODO: MAP ONE SENTENCE SUMMARY]]

Category: [[TODO: MAP CATEGORY]] Avg 1.1 req/min Seen on 41 systems 900 observed requests 2 exact variants First seen August 5, 2026 Last seen October 19, 2026

[[TODO: MAP INTRODUCTION PARAGRAPH 1]]

[[TODO: MAP INTRODUCTION PARAGRAPH 2]]

What is lightpanda/1.0?

[[TODO: MAP DEFINITION SUMMARY]]

[[TODO: MAP SHORT REFERENCE SUMMARY]]

Analyst summary: [[TODO: MAP ANALYST REPORT SUMMARY]]
User-agent
lightpanda/1.0
Observed source IPs
0
Observed requests
900
Source networks
589
Exact variants
2
Latest hit count
13,899
Latest miss count
191
Latest 404 count
0
Unique paths
31
Related campaigns
[[TODO: MAP RELATED CAMPAIGN COUNT]]

Observed exact user-agent strings

lightpanda/1.0 First seen August 5, 2026 · Last seen October 19, 2026
lightpanda First seen September 11, 2026 · Last seen October 12, 2026

Behavior profile

[[TODO: MAP BEHAVIOR PROFILE INTRO]]

Category
[[TODO: MAP CATEGORY]]
Average request rate
1.1 requests per minute
HTTP and HTTPS support
[[TODO: MAP HTTP HTTPS SUPPORT]]
HTTP version support
[[TODO: MAP PROTOCOL SUPPORT SUMMARY]]
Redirect behavior
[[TODO: MAP REDIRECT BEHAVIOR]]
Robots.txt behavior
[[TODO: MAP ROBOTS TXT BEHAVIOR]]
Crawl-rate behavior
[[TODO: MAP CRAWL RATE BEHAVIOR]]
JavaScript execution
[[TODO: MAP JAVASCRIPT SUPPORT]]
Form submission activity
[[TODO: MAP FORM SUBMISSION ACTIVITY]]
Malformed URL requests
[[TODO: MAP MALFORMED URL BEHAVIOR]]
HTTP/1.0: [[TODO: MAP HTTP 1.0 SUPPORT]] HTTP/1.1: [[TODO: MAP HTTP 1.1 SUPPORT]] HTTP/2: [[TODO: MAP HTTP 2 SUPPORT]] HTTP/3: [[TODO: MAP HTTP 3 SUPPORT]] [[TODO: MAP HEADER ORDER FINGERPRINTED]]

Source distribution

[[TODO: MAP SOURCE DISTRIBUTION INTRO]]

Top countries

Country Networks Site sightings Share
United States 196 213 39.2%
Brazil 64 64 9.0%
Unknown 40 40 6.1%
Canada 14 14 3.0%
Colombia 15 15 2.8%
Argentina 16 16 2.8%
South Africa 18 18 2.4%
Vietnam 9 9 2.1%
Spain 11 11 1.8%
Bangladesh 9 9 1.6%

Top ASNs

ASN Organization Networks Share
AS396982 [[TODO: MAP ASN ORGANIZATION]] 66 18.3%
AS207990 [[TODO: MAP ASN ORGANIZATION]] 49 7.2%
AS203020 [[TODO: MAP ASN ORGANIZATION]] 29 4.1%
AS20473 [[TODO: MAP ASN ORGANIZATION]] 26 3.6%
AS3816 [[TODO: MAP ASN ORGANIZATION]] 4 1.3%
AS5769 [[TODO: MAP ASN ORGANIZATION]] 4 1.0%
AS214483 [[TODO: MAP ASN ORGANIZATION]] 4 0.9%
AS7552 [[TODO: MAP ASN ORGANIZATION]] 3 0.9%
AS52965 [[TODO: MAP ASN ORGANIZATION]] 6 0.8%
AS6400 [[TODO: MAP ASN ORGANIZATION]] 4 0.8%

Top datacenters

Provider Type Snapshots Share

Representative source IPs

[[TODO: MAP REPRESENTATIVE IPS INTRO]]

HTTP fingerprint and request characteristics

[[TODO: MAP HTTP FINGERPRINT INTRO]]

Observed header order
[[TODO: MAP HTTP HEADER ORDER SUMMARY]]
Common headers sent
[[TODO: MAP COMMON HEADERS SUMMARY]]
TLS and HTTPS behavior
[[TODO: MAP TLS HTTPS SUMMARY]]
URL normalization behavior
[[TODO: MAP URL NORMALIZATION SUMMARY]]
Malformed request patterns
[[TODO: MAP MALFORMED REQUEST SUMMARY]]
[[TODO: MAP OBSERVED HTTP HEADERS]]

Observed sample requests

[[TODO: MAP SAMPLE REQUESTS INTRO]]

GET
/sitemap_index.xml
Status pattern: HTTP 200
Seen 3 times, Last seen October 19, 2026
GET
/author-sitemap.xml
Status pattern: HTTP 200
Seen 1 times, Last seen October 17, 2026
GET
/category-sitemap.xml
Status pattern: HTTP 200
Seen 1 times, Last seen October 17, 2026
GET
/page-sitemap.xml
Status pattern: HTTP 200
Seen 1 times, Last seen October 17, 2026
GET
/
Status pattern: HTTP 200
Seen 2 times, Last seen October 17, 2026
POST
/wp-json/bitfire/v1/browser-verify?_fn=xhr&_bfa=98904fbb868ebbf96bcfb8af.tacd6vq6jtux.1787990400&per=0&_bfg=%7B%22tribe-bar-date%22%3A%222026-06-26%22%7D
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
GET
/events/list/page/4/?tribe-bar-date=2026-06-26
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
POST
/wp-json/bitfire/v1/browser-verify?_fn=xhr&_bfa=ff6e80b3a5bed02f9d601268.tygufmsvckyr.1787990400&per=0&_bfg=%7B%22eventDate%22%3A%222026-07-06%22%2C%22eventDisplay%22%3A%22day%22%2C%22post_typ
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
GET
/page/7/?eventDate=2026-07-06&eventDisplay=day&post_type=tribe_events
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
POST
/wp-json/bitfire/v1/browser-verify?_fn=xhr&_bfa=8bdb924724d161f98de15b9c.vs7cjlzdmxna.1787990400&per=0&_bfg=%7B%22eventDate%22%3A%222026-02-13%22%2C%22eventDisplay%22%3A%22day%22%2C%22post_typ
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
GET
/page/9/?eventDate=2026-02-13&eventDisplay=day&post_type=tribe_events
Status pattern: HTTP 200
Seen 1 times, Last seen August 29, 2026
GET
/?eventDate=2026-02-13&eventDisplay=day&paged=9&post_type=tribe_events
Status pattern: HTTP 301
Seen 1 times, Last seen August 29, 2026

Related campaigns and associations

[[TODO: MAP RELATED CAMPAIGNS INTRO]]

[[TODO: MAP RELATED CAMPAIGN NAME]]

[[TODO: MAP RELATED CAMPAIGN SUMMARY]]
Related IPs: [[TODO: MAP RELATED CAMPAIGN IP COUNT]], Systems seen: [[TODO: MAP RELATED CAMPAIGN SYSTEMS SEEN]]
Confidence: [[TODO: MAP RELATED CAMPAIGN CONFIDENCE]]

Detailed analyst report

[[TODO: MAP ANALYST REPORT PARAGRAPH 1]]

[[TODO: MAP ANALYST REPORT PARAGRAPH 2]]

[[TODO: MAP ANALYST REPORT PARAGRAPH 3]]

Frequently asked questions about lightpanda/1.0

What is lightpanda/1.0?

[[TODO: MAP FAQ WHAT IS ANSWER]]

Is lightpanda/1.0 considered malicious?

[[TODO: MAP FAQ MALICIOUS ANSWER]]

Does lightpanda/1.0 respect robots.txt and crawl-rate controls?

[[TODO: MAP FAQ ROBOTS ANSWER]]

What infrastructure is commonly associated with lightpanda/1.0?

[[TODO: MAP FAQ INFRASTRUCTURE ANSWER]]