serp?num_results=10&q=best+python+web+scraping+library

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Web search results (SERP). Keyless web search returning ranked title, URL, and snippet for a query — with locale/region targeting, freshness filters (past day, week, month, year), pagination, a news mode that adds publish date and source, and selectable backend engine (auto rotation, or pin Brave, Yahoo, or Yandex).

UNRATEDListed

Overview

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UNRATED

0 of 30 paid calls toward a letter

Price

$0.05 per call

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none yet

delivery unknown until someone pays

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0x4df66b6c…a53acdea

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https://api.kadec0.xyz/v1/serp?num_results=10&q=best+python+web+scraping+library

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first 34 days ago · last 11 hr ago

78 free handshakes

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Score, from free handshakes onlyweights 2026.09.6

UN
RATED

0.747 liveness verified, no letter

To a letter · 30 paid calls

0 of 30

Held down by latency p95 · gap to 1.000 is 0.253: 0.053 uncertain ? + 0.200 short ? · 0.053 to B

How the composite of 0.747 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
latency p95costs the most it answered as fast as its class	0.20	0.00	0.000		0.000	−0.200	0
liveness it answered at all	0.60	1.00	0.912		0.547	0	−0.053
price stability the price stayed where it was listed	0.20	1.00	1.000		0.200	0	0
Composite	1.00		0.747	gap to 1.000 = 0.253 · 0.200 short · 0.053 uncertain	0.747	−0.200	−0.053

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check

The multiplication, written out

  0.200 × 0.000   latency p95    
+ 0.600 × 0.912   liveness       
+ 0.200 × 1.000   price stability
= 0.747           → UNRATED: 70 of 30 paid calls      weights 2026.09.6 · 70 samples · seed cap_01M1A51N0FCZZZ4HXW7T33943G|2026-09-03T12:16:43.657Z|2026.09.6

Verify it yourselfnpx teppi-check https://api.kadec0.xyz/v1/serp?num_results=10&q=best+python+web+scraping+librarycurl -s https://api.teppi.xyz/v1/trust/cap_01M1A51N0FCZZZ4HXW7T33943G