The company explicitly states its intent to 'further use AI,' indicating ongoing budget and active projects for AI/ML platforms, data science talent, and related infrastructure. This investment is critical for enhancing safety features, improving matching algorithms, and staying competitive.
Filing excerpt
We are also continuously introducing new artificial intelligence capabilities to enhance our members' experience and safety, such as detection of inauthentic profiles and usage, and to improve our matching algorithm to help Bumble app members see the most relevant potential matches.
What this signalsFilings often name leadership changes, deals and spending plans.
Technologies
sec-10kplatformStrategyGet every 10-K signal for Bumble and the companies you sell to, in the tools you already use.
Connect Autobound to Claude, Claude Code or Cursor with MCP. Then ask: “What changed at Bumble this week?”
The Signal API returns 10-K signals for any list of companies as JSON, for your CRM, warehouse or app.
Sign up and spend your free credits on the companies you sell to.
This page shows a preview. The full sec-10k record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.
Company
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the APISignal
signal_nameValue in the APIassociationValue in the APIGET /v1/signals/582194a3-c3df-4c56-9e82-94b066374bc8 returns this record as JSON. POST /v1/companies/enrich returns every signal for bumble.com.
{
"signal_id": "582194a3-c3df-4c56-9e82-94b066374bc8",
"signal_type": "sec-10k",
"signal_subtype": "platformStrategy",
"detected_at": "2026-03-17T05:28:05.429+00:00",
"company": {
"name": "Bumble",
"domain": "bumble.com"
},
"data": {
"detail": "The company explicitly states its intent to 'further use AI,' indicating ongoing budget and active projects for AI/ML platforms, data science talent, and related infrastructure. This investment is critical for enhancing safety features, improving matching algorithms, and staying competitive.",
"metrics": {
"timeframe": "current_year"
},
"summary": "Bumble is actively investing in and expanding its use of AI for safety, matching, and user experience.",
"excerpts": "We are also continuously introducing new artificial intelligence capabilities to enhance our members' experience and safety, such as detection of inauthentic profiles and usage, and to improve our matching algorithm to help Bumble app members see the most relevant potential matches.",
"relevance": 0.9,
"sentiment": "positive",
"confidence": "high",
"source_url": "https://www.sec.gov/Archives/edgar/data/1830043/000183004326000027/bmbl-20251231.htm",
"filing_date": "2026-03-16",
"filing_year": 2026,
"fiscal_year_end": "12/31",
"sales_relevance": "Platform tools needed",
"signal_category": "strategic",
"technologies_mentioned": [
"artificial intelligence",
"machine learning",
"generative artificial intelligence"
]
}
}
curl https://signals.autobound.ai/v1/signals/582194a3-c3df-4c56-9e82-94b066374bc8 \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"bumble.com","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.