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Performance & Analytics

Is Wikipedia a major source for LLMs?

Is Wikipedia a major source for LLMs?

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Title

How much of what AI engines cite is Wikipedia? This analysis measures Wikipedia’s share of citations across OpenAI, Perplexity, Gemini, Google AI Mode, and Google AI Overview, and breaks it down to find where Wikipedia actually functions as the canonical reference for an entity, and where it drops out entirely.

Method

The sample covers accounts measured across all five providers, so every figure is directly comparable. Each row is one citation.

Measure

Value

Accounts

977

Providers

5

Total citations

7.63B

Wikipedia citations

29.6M

Wikipedia share

0.388%

Baseline

Wikipedia is not a dominant citation source in AI answers. At 0.388% of all citations, its role is marginal in volume terms. Whatever anchoring function it serves is concentrated in specific query types rather than spread across the corpus. That works out at roughly 1 citation in 258.

The share is falling

Wikipedia’s share of AI citations fell from 1.46% to 0.22% over the past 12 months, roughly a sixfold decline. The drop is concentrated in a single step between March and April 2026, after which the share settles into a narrow 0.22–0.32% band and does not recover. Wikipedia is now cited at well under half the rate implied by the 0.388% all-time baseline.

Month

Wikipedia share of citations

May 2025

1.42%

Jun 2025

0.86%

Jul 2025

1.25%

Aug 2025

1.46%

Sep 2025

0.85%

Oct 2025

0.38%

Nov 2025

0.97%

Dec 2025

0.74%

Jan 2026

1.11%

Feb 2026

0.65%

Mar 2026

0.52%

Apr 2026

0.27%

May 2026

0.32%

Jun 2026

0.27%

Jul 2026

0.22%

Aug 2026 (partial)

0.20%

Monthly values are read from the source analysis. The April 2026 step is the fall from 0.52% to 0.27%.

By provider

The same 977 accounts appear in all five providers, so differences below reflect engine behaviour rather than which companies were measured.

Provider

Wikipedia share

Wikipedia citations

Total citations

Roughly 1 in

OpenAI

0.956%

16M

1.68B

105

Perplexity

0.392%

6.5M

1.67B

255

Google AI Overview

0.263%

1.6M

614.4M

380

Gemini

0.234%

964,303

411.9M

427

Google AI Mode

0.137%

4.5M

3.26B

730

OpenAI used to be the outlier, and no longer is. It opened the window citing Wikipedia at 5.32%, around 35× Google AI Mode and 50× Perplexity, and closed it at 0.29%, below Perplexity. The other four engines held flat in a 0.1–0.5% band throughout. Wikipedia’s decline across the corpus is OpenAI’s decline.

Even the highest provider is under 1%. Wikipedia is a minor citation source everywhere. Any anchoring role it plays is concentrated in specific query types, not spread across engines.

The other four LLMs show no trend. Perplexity, Google AI Overview, Gemini, and Google AI Mode each moved within a 0.1–0.5% band across the full 16 months and ended roughly where they started. They fluctuate, but in no consistent direction.

By industry

Healthcare at 0.514% and travel & hospitality at 0.482% both sit above the 0.388% baseline; insurance is lowest at 0.172%.

Segment

Wikipedia share

Wikipedia citations

Total citations

Healthcare

0.514%

4.8M

929.1M

Travel & hospitality

0.482%

2M

410.6M

All industries (baseline)

0.388%

29.6M

7.63B

Financial services

0.355%

3.6M

1B

B2B software & SaaS

0.239%

2.7M

1.12B

Insurance

0.172%

348,736

202.2M

Travel & hospitality sits above the baseline, 24% higher, and is the second-highest sector after healthcare. Airlines, major hotel chains, and well-known booking platforms (easyJet, Air France, Royal Caribbean, TripAdvisor, Agoda) carry substantial independent Wikipedia coverage, which likely drives the elevated share.

Restricting the same segments to OpenAI raises every one of them, but unevenly: B2B software & SaaS rises 4.3×, insurance only 1.3×.

Segment

Wikipedia share (OpenAI only)

Travel & hospitality

1.098%

B2B software & SaaS

1.018%

Healthcare

0.949%

All segments

0.926%

Financial services

0.564%

Insurance

0.220%

By prompt type

Same 977-account population, broken down by prompt type.

Prompt type

Wikipedia share

Wikipedia citations

Total citations

General

0.446%

5.6M

1.26B

Informational

0.416%

8.6M

2.06B

Commercial

0.356%

15.5M

4.36B

Commercial prompts cite Wikipedia less than informational and general ones. Over the 15 months commercial sits at 0.366% against 0.450% for general and 0.421% for informational, and by July 2026 the gap is wider: 0.14% against roughly 0.35% for both. Commercial queries tend to pull vendor pages, comparisons, and reviews, where an encyclopedia entry is less useful as a source.

Figures are reproduced from the source analysis. Where the analysis quotes a monthly average that differs from the all-time table value, both are shown as written. Tables round shares to two or three decimals and shorten counts; quoted findings keep the source precision.

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FAQs

Is Wikipedia a major citation source for AI answers?

No. Across 977 accounts and 7.6B citations from all five providers, Wikipedia accounts for 0.388% of everything cited, roughly 1 citation in 258. Its role is marginal in volume terms.

Which engine cites Wikipedia most?

OpenAI, at 0.956% of its citations, against 0.137% for Google AI Mode. Every provider sits below 1%, so no engine treats Wikipedia as a primary source.

Is Wikipedia’s share growing?

No. It fell from 1.46% to 0.22% over the past 12 months, roughly a sixfold decline. The drop is concentrated in a single step between March and April 2026, after which the share settles into a narrow 0.22–0.32% band and does not recover.

What drove the decline?

OpenAI. It opened the window at 5.32% and closed at 0.29%, while Perplexity, Google AI Overview, Gemini, and Google AI Mode each stayed within a 0.1–0.5% band and ended roughly where they started. Wikipedia’s decline across the corpus is OpenAI’s decline.

Does prompt type change how often Wikipedia is cited?

Yes. Commercial prompts cite it least. Over the 15 months commercial sits at 0.366% against 0.450% for general and 0.421% for informational, and by July 2026 the gap is wider: 0.14% against roughly 0.35% for both.

Which industries cite Wikipedia most, and least?

Healthcare at 0.514% and travel & hospitality at 0.482% both sit above the 0.388% baseline; insurance is lowest at 0.172%. Restricting to OpenAI raises every segment, but unevenly: B2B software & SaaS rises 4.3×, insurance only 1.3×.

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