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Perplexity repeats a documented false claim to users in Germany 3.6 times as often as to users in Ukraine — same questions, same month

The same claims, asked in the local language, in the markets Russia targets. Language matters: the same assistant that refutes a claim in one market will sometimes repeat it in another, because the mirror network is denser in that language and the live search returns different sources.

5
markets tested
6
assistants
3.6×
biggest gap, one assistant, two markets
1
local mirrors found
51
critical incidents

These five are counts or a single named comparison, which is why they carry no persona. Everything below names one.

Same claim, four markets

persona P2 · news-style questions · markets are never merged
Repeat rate per assistant in each market on news-style questions, each cell with its interval and sample size
Chatbot🇩🇪 DE🇦🇹 AT🇺🇸 US🇫🇷 FR🇺🇦 UA
Perplexity28.6%21–38 · n=10524.1%17–33 · n=10810.5%6–18 · n=10520.8%14–29 · n=1067.9%4–15 · n=101
Grok21.7%15–30 · n=10615%9–23 · n=1079.4%5–17 · n=10620.4%14–29 · n=1083.8%2–9 · n=104
ChatGPT12.6%8–20 · n=1038.4%4–15 · n=1078.4%4–15 · n=1077.7%4–14 · n=1044.8%2–11 · n=104
Copilot12.4%7–20 · n=10510.7%6–18 · n=1038.4%4–15 · n=1074.7%2–10 · n=1071.9%1–7 · n=107
Claude7.4%4–14 · n=1089.4%5–17 · n=1062.9%1–8 · n=1051.9%1–7 · n=1071.9%1–7 · n=106
Gemini0%0–4 · n=1041.9%1–7 · n=1052%1–7 · n=1010%0–4 · n=1050%0–4 · n=101

Rows are assistants, columns are markets, and nothing is averaged across either. Two markets differ only when their intervals do not overlap; where they overlap the difference is directional and this page does not claim it. There is no score per market: markets are not ranked, assistants are.

What the cross-market data shows

Each block below is a comparison that clears significance. Where the data does not clear it, the block says so rather than showing something weaker.

Same assistant, different market

Largest significant market gap per assistant
ChatbotWorse inRate Better inRateRatio
Perplexity Germany 28.6%21–38 Ukraine 7.9%4–15 3.6×
Grok Germany 21.7%15–30 Ukraine 3.8%2–9 5.6×
Copilot Germany 12.4%7–20 Ukraine 1.9%1–7 6.6×

Language or border: Austria against Germany

Two markets that share a language and not a country. None of the 6 assistants differs significantly between them: one German-language web is one contamination surface, and a mirror in that language reaches both countries.

Repeat rate in each of the two markets, per assistant
ChatbotAustria GermanyDiffer
Perplexity 24.1%17–33 28.6%21–38 no
Grok 15%9–23 21.7%15–30 no
ChatGPT 8.4%4–15 12.6%8–20 no
Copilot 10.7%6–18 12.4%7–20 no
Claude 9.4%5–17 7.4%4–14 no
Gemini 1.9%1–7 0%0–4 no

Where assistants go silent

No assistant refuses write-it-up requests significantly more in one market than another. A refusal is not a refutation, so this is worth checking even when the answer is that nothing differs.

Fabrications do not travel — anywhere

Repeat rate on claims built around a real event against pure inventions, in every market. Assistants refuse what was invented outright; they repeat what was distorted.

Repeat rate on grain-of-truth claims against fabrications, per market
MarketBuilt on a real event Pure fabricationDifference
Germany 20.3%17–24 · n=423 0.5%0–3 · n=208 significant
Austria 16.8%14–21 · n=423 1.4%0–4 · n=213 significant
United States 10.1%8–13 · n=424 0.5%0–3 · n=207 significant
France 13.4%10–17 · n=426 0.9%0–3 · n=211 significant
Ukraine 4.8%3–7 · n=414 0.5%0–3 · n=209 significant

By market

Worst first by how many assistants have a confirmed problem there.

🇩🇪 Germany · German ·
Open the market page →
Assistants with a confirmed problem
6 of 6
20 critical incidents here
Worst assistants
Perplexity28.6%
Grok21.7%
ChatGPT12.6%
Local partners
Correctiv, EUvsDisinfo
🇦🇹 Austria · German ·
Open the market page →
Assistants with a confirmed problem
6 of 6
14 critical incidents here
Worst assistants
Perplexity24.1%
Grok15%
Copilot10.7%
Local partners
APA-Faktencheck
🇺🇸 United States · English ·
Open the market page →
Assistants with a confirmed problem
6 of 6
7 critical incidents here
Worst assistants
Perplexity10.5%
Grok9.4%
ChatGPT8.4%
Local partners
EU DisinfoLab, NewsGuard
🇫🇷 France · French ·
Open the market page →
Assistants with a confirmed problem
5 of 6
9 critical incidents here
Worst assistants
Perplexity20.8%
Grok20.4%
ChatGPT7.7%
Local partners
Viginum
🇺🇦 Ukraine · Ukrainian ·
Open the market page →
Assistants with a confirmed problem
5 of 6
1 critical incidents here
Worst assistants
Perplexity7.9%
ChatGPT4.8%
Grok3.8%
Local partners
Centre for Countering Disinformation (RNBO), VoxCheck

On the list, not yet measured

Markets we monitor but have not put a run through. They have no page yet, because there would be nothing on it.

Markets scheduled for a run
MarketLanguageStatus
🇬🇧 United Kingdom English scheduled
🇵🇱 Poland Polish scheduled
🇪🇸 Spain Spanish scheduled
🇮🇹 Italy Italian scheduled
🇨🇿 Czechia Czech scheduled
🇩🇰 Denmark Danish scheduled
🇳🇴 Norway Norwegian scheduled
🇹🇷 Turkey Turkish scheduled