Offerings

News and Signals

Monitor company news, industry signals, or any topic defined in natural language — deduplicated, entity-resolved, and scored

News and signals illustration
Powering data teams at
kpmg-2
zams
adobe-2
premji-2
vestberry
chicagobooth
lqd-2
jll-2
SEE IT IN ACTION

Monitor companies, sectors, or topics

One endpoint. Three ways to query.

queryRamp
POST/v1/news/stream
import requests

url = "https://api.akta.pro/api/v1/news/"
headers = {"x-api-key": "YOUR_API_KEY"}
params = {"company": "00000pp"}

response = requests.get(url, headers=headers, params=params)
data = response.json()

# data["status"] == "success"
# data["total"]  — total matching articles
for article in data["data"]:
    print(article["title"])
    print(article["published_date"], article["publisher"])
    print(article["primary_tag"], "|", article["sentiment"])
    print(article["ai_summary"])
    print(article["url"])
    print()
Benchmarks

Ranked #1 News Provider

Best news quality at the lowest cost across News APIs, Agentic Search APIs, LLMs, and Bulk Scrapers

F1 score(accuracy x recall)

higher is better

akta.pro81.3
GPT-5.562.5
SerpAPI52.6
Perigon48.6
Claude Sonnet 4.547.8
Parallel46.4

Accuracy

higher is better

akta.pro93%
Claude Opus 4.888%
GPT-5.4 mini86%
Claude Sonnet 4.582%
GPT-5.581%
Parallel72%

Coverage(recall)

higher is better

Perigon73.7%
akta.pro72.7%
Exa68.7%
NewsAPI59.4%
GPT-5.555.9%
SerpAPI50.6%

Cost(per 1K accurate articles)

lower is better

akta.pro$0.50
SerpAPI$0.67
NewsAPI$0.72
Perigon$0.73
Parallel$1.52
GPT-5.4 mini$2.85

Top 6 of 10 providers shown per metric | Based on 71,408 news articles scored across 133 companies

VIEW FULL BENCHMARKS

Access real-time news and historical archives

Query via API, connect via MCP and CLI, or pull a bulk export

20M+

companies tracked globally

30K+

sub-sectors monitored

~80%

noise filtered before delivery

OPEN PLAYGROUND
AGENT-READY SIGNALS

Signals without the noise

Every article scored, classified, and entity-resolved before it hits your agent

Entity resolution

Entity resolution

Resolves to a stable company ID across publishers — filter by people, locations, products, or events

Impact and sentiment

Impact and sentiment

Every article scored for impact (high, medium, low) and sentiment (positive, negative, neutral)

Event categorization

Event categorization

Filter by event type across an 80-category taxonomy, queryable as a direct filter

Relevance and story centrality

Relevance and story centrality

Filter by primary entity mention to surface articles where the entity leads

Industry classification

Industry classification

IAB, IPTC, NAICS, and SIC codes on every record, no lookup required

Date and pagination

Date and pagination

Bound any query to a time window and paginate without offset drift

CUSTOMIZATIONS

Take it further with Enterprise

Build custom endpoints entirely to your specification

Publisher Management

Prioritize publishers and bring your own sources

Deduplicated Feed

One clean signal per event across sources

Custom Endpoints

Feed schema built to your spec

Custom Parameters

Extend the taxonomy to your use case

Dedicated Team

Dedicated SLA and support

Customizations

Demand more from your data layer.

Why are you still settling for data built before agents existed?

OPEN PLAYGROUND