A fact-by-fact comparison of Numok and Refferq — sourced and dated — plus the part no generic comparison shows: which one AI assistants actually recommend more, engine by engine.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 6, 2026
Recommendation share = the % of sampled AI answers, over a 4-week rolling window, that recommend each product. Higher is better.
CLAUDE
Numok
0%
Refferq
0.1%
GEMINI
Numok
0%
Refferq
0.2%
GROK
Numok
0%
Refferq
0.4%
CHATGPT
Numok
0.2%
Refferq
0.2%
PERPLEXITY
Numok
0%
Refferq
0.3%
Does AI recommend Numok or Refferq more?
Refferq is recommended more often: it appears in 0.2% of sampled AI answers versus 0% for Numok, measured across the live AI engines over a rolling 4-week window.
How much do Numok and Refferq cost?
Numok: Open Source: Free. Refferq: Managed Cloud: $29 a month (free tier available). Pricing is sourced from each vendor's own page and re-verified periodically.
Which AI engines were used to compare Numok and Refferq?
Recommendation share is measured on CLAUDE, GEMINI, GROK, CHATGPT, PERPLEXITY using neutral, buyer-shaped prompts (no product names), aggregated over a 4-week rolling window. See the methodology for prompt design and sample sizes.
Own one of these products? Claim your profile to keep its facts accurate.
Recommendation share and entity resolution follow the Index methodology. Facts are sourced from each vendor's own pages and re-verified periodically. Customer status does not affect measurement. Free to use with attribution to orbator.io.
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