Vespa

Vespa.ai AS·Vespa.ai
Change History

56 dated changes since 2024

Bixel has logged 56 dated changes to Vespa's public record since 2024, across stack, positioning, features. Each event is citable to the day it was detected.

Change density · Nov 2024 – today
202420252026Nov 2024 · 13 changesFeb 2025 · 10 changesMay 2025 · 4 changesAug 2025 · 7 changesNov 2025 · 10 changesMar 2026 · 5 changesMay 2026 · 6 changesJul 2026 · 1 change
History depth, by yearcounts only · values unlock with a key
YearDated eventsBy dimension
202612Features 8 · Positioning 2 · Stack 2
202531Features 22 · Stack 5 · Positioning 4
202413Features 8 · Positioning 4 · Stack 1
Most recent eventsthe newest of 56 dated events
Technology added: Bootstrap
Positioning changed: Alternatives · high significance
Feature removed: Ml Inference · high significance
Feature removed: Real Time Updates · high significance
Feature removed: RAG · high significance
Feature removed: Structured Search · high significance
Technology removed: Wordpress · high significance
Feature added: Real Time Updates
Feature removed: Real Time Inference · high significance
Feature removed: Visual RAG · high significance

The open record shows that something changed and when, dated and citable. Recent values (the last 90 days) unlock with a free API key; the full archive unlocks with Pro.

Get Vespa's history via API / MCPmasked open · key unmasks
RESTmasked open
GET https://api.bixel.com/v1/companies/vespa.ai/history

{
  "data": {
    "events": [
      {
        "dimension": "stack",
        "fact_key": "stack.tech.bootstrap",
        "type": "technology_added",
        "significance": "normal",
        "detected_at": "2026-07-16",
        "masked": true
      },
      {
        "dimension": "positioning",
        "fact_key": "positioning.competitor_mention.alternatives",
        "type": "positioning_changed",
        "significance": "high",
        "detected_at": "2026-05-03",
        "masked": true
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const events = await bixel.query_changes({ company: "vespa.ai" })

# a free key unmasks recent values (90 days)
# Pro unlocks the full depth of the history
The history is the moat. Dated change events back to 2024, each tied to the fact that moved.

Public record, read from companies' own pages and boards. Every fact dated and sourced; provenance (observed vs company stated) shown inline.