B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
50%
50% -- ai search visibility increase for MongoDB (AI Search visibility via AEO program with Profound) (2026)
MongoDB achieved a 50% increase in AI Search visibility through its Answer Engine Optimization (AEO) program with Profound.
- Vendor case study without explicit baseline or measurement time window
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
50%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
60
Freshness
95
Source
Profound
Primary
Tier A
https://www.tryprofound.com/customers/mongodb ↗
Source Article
How MongoDB increased AI Search visibility by 50% while saving time with Profound Agents
When developers ask AI how to configure MongoDB, finding the wrong answers doesn't just create a bad AI experience, it breaks workflows and erodes trust in MongoDB itself. The database platform serving millions of developers realized early that in the AI era, accuracy isn't just a nice-to-have metri…
Original Research
Profound
· Original study ↗
Methodology
Vendor-published customer case study; no explicit baseline value, measurement window, or publication date stated ('Since working with Profound'); vintage set to 2026 based on contextual reference in the article.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
MongoDB (AI Search visibility via AEO program with Profound): 50% ai search visibility increase. Source: Profound (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mongodb-ai-search-visibility-increase-50pct
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<blockquote cite="https://lighthousedata.io/data/mongodb-ai-search-visibility-increase-50pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>50%</strong> -- ai search visibility increase for MongoDB (AI Search visibility via AEO program with Profound)<br><small>Source: Profound (2026) · <a href="https://lighthousedata.io/data/mongodb-ai-search-visibility-increase-50pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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