B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

$100,000,000

$100,000,000 -- annual revenue increase for Bing (2026)

2026  · Ronny Kohavi

A headline change tested by an engineer at Bing resulted in an annual revenue increase worth over $100 million.

  • The source notes the value was 'over' $100 million per year
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Attribution: Ronny Kohavi View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
$100,000,000
Unit
Currency Usd
Data Vintage
2026
Entity
Bing
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Ronny Kohavi Primary Tier B
https://kirro.io/ab-testing-product-management ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
A/B testing for product managers: a PM's guide
A/B testing in product management means running controlled tests on product features, flows, and designs to see what actually works. Not guessing. Not debating in a meeting. Measuring. PMs don’t need to be statisticians. You need to know what to test, how to prioritize it, and how to explain the res…
Original Research
Ronny Kohavi · Original study ↗

Case study cited by Ronny Kohavi

Methodology documented
Industrymarketing
Plain Text
Bing: $100,000,000 annual revenue increase. Source: Ronny Kohavi (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/bing-headline-revenue-value
HTML Embed
<blockquote cite="https://lighthousedata.io/data/bing-headline-revenue-value" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$100,000,000</strong> -- annual revenue increase for Bing<br><small>Source: Ronny Kohavi (2026) · <a href="https://lighthousedata.io/data/bing-headline-revenue-value" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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