Stop Juggling Apis
Search Everything.
70+ search engines. 1 unified API. Fresh, real-time results that aren't trapped in 2022.
Built for Developer Workflows
One call. 70+ engines. Real telemetry — no signup required.
from pentaspark import Client, AggregationPipeline
client = Client(api_key="YOUR_API_KEY")
# Define multi-engine pipeline
pipeline = AggregationPipeline(
engines=[
"google", "bing", "brave", "ddg", "yandex",
"baidu", "ecosia", "searx", "startpage",
# ... + 61 more
],
dedup=True,
confidence_threshold=0.75,
merge_strategy="rank_fusion"
)
results = client.search(
query="quantum computing breakthroughs 2024",
pipeline=pipeline,
limit=50,
freshness="week"
)
print(f"Engines queried: {results.meta.engines_count}")
print(f"Total raw results: {results.meta.raw_count}")
print(f"After dedup: {len(results)}")
print(f"Latency: {results.meta.latency_ms}ms")▌Most Search APIs Are Giving You Ghost Data
Developers waste thousands of hours annually battling stale caches, inconsistent schemas, and misleading confidence scores.
Outdated Results
Most APIs cache results for days or weeks. You're querying a snapshot of the internet from 2022.
~6 days avg stalenessMultiple Integrations
Managing 5+ separate API keys, rate limits, billing cycles, and response schemas is unsustainable.
8.3 avg APIs per teamMisleading Data
Deduplication failures, SEO spam, and bot-generated content pollute your results without confidence scoring.
31% spam contaminationFormat Nightmares
Every provider returns different schemas. Your ETL pipeline breaks every time a provider updates their API.
12 hrs/mo normalizationof developers report significant discrepancy between search API results and actual current web content.
n=1,240 developers · Sept 2024 · Stack Overflow + Hacker News
Trusted by engineering teams at
One API to Rule All Search
Built for engineers who need reliable, structured, real-time search at scale.
Real-Time Results, Not Cached Ghosts
Every query is dispatched live across our engine network. No caches, no stale snapshots — results freshness is guaranteed with per-result timestamps.
- Sub-200ms aggregation
- Freshness guarantee
- Live engine health routing
// 187ms · 71 engines · live
{
"rank": 1,
"title": "OpenAI o3: What Researchers Found",
"freshness": "2024-12-14T08:31:54Z",
"indexed_delta_s": 8,
"score": 0.98,
"source": "google",
"dedup_hash": "a4f7c2e9..."
}Every Search Type, One Integration
Web, news, academic, images, videos, social — all through the same endpoint. Swap engines without touching your code.
- 70+ aggregated engines
- Single API key
- Zero schema changes on engine swap
AI-Ready Data Formats
Native JSON, JSONL, CSV, and pandas DataFrame output. Pipe results directly into your LLM pipeline, vector DB, or analytics stack.
- Native pandas integration
- Streaming JSONL support
- Built-in deduplication
Advanced Parameters
Confidence scoring, geo-targeting, language filters, date ranges, safe search, proxy routing — every dimension you need for production-grade search.
- Confidence scoring per result
- 30+ filter parameters
- Enterprise proxy mesh
How We Stack Up
A transparent look at features that matter for production search.
| Feature | PENTASPARKRecommended | Serper | SerpAPI | Generic |
|---|---|---|---|---|
Real-time results (no cache) | ||||
Result freshness timestamps | ||||
Confidence scoring per result | ||||
Number of search engines | 70+ | 3 | 40+ | 1–3 |
Deduplication built-in | ||||
Native pandas DataFrame | ||||
JSONL / streaming support | ||||
Academic / news / social search | ||||
Enterprise proxy mesh | ||||
Avg latency (10-result query) | < 200ms | ~350ms | ~400ms | ~600ms |
Average uptime SLA | 99.9% | 99.5% | 99.5% | ~98% |
Free tier included | ||||
Geo-targeting params | ||||
SDKs (Python, JS, Go) |
Data based on public documentation and internal benchmarks. Last updated Nov 2024.
“We migrated from SerpAPI in an afternoon, schema was identical.”
Sarah Jenkins
Lead Data Engineer
Simple, Transparent Pricing
No surprise bills. Scale up as you grow.
Start building with no commitment
Start Free- 500 queries / month
- 10 search engines
- JSON output
- Web search only
- Community support
- 5 results per query
For solo developers and indie hackers
Start Pro Trial- 10,000 queries / month
- All 70+ search engines
- JSON, CSV, JSONL formats
- Web + news + academic
- Confidence scoring
- Deduplication
- Email support
- 50 results per query
For growing engineering teams
Start Team Trial- 50,000 queries / month
- All 70+ search engines
- All output formats
- All search types
- Streaming JSONL
- pandas DataFrame SDK
- Priority support
- 5 team members
- 200 results per query
For organizations with scale requirements
Contact Sales- Unlimited queries
- Dedicated proxy mesh
- Custom engine integrations
- On-premise deployment option
- 99.99% SLA guarantee
- Dedicated success manager
- SSO / SAML support
- Audit logs & compliance
- Custom contract terms
All plans include unlimited API keys, automatic failover, and access to our status page. Cancel anytime.
used by developers at these companies — not a paid endorsement
Common questions.
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Join 12,000+ developers who replaced their search API stack with Pentaspark. Get started in under 5 minutes — no credit card required.