Can I open-source 100 Questions?
KINDA · partial or early alternativesKinda. Elmo and SerpBear cover the core of 100 Questions, but they're early or partial — expect gaps like reliable orchestration and retries across four providers and normalized citations and evidence-linked metrics.
They pay for a repeatable, frozen benchmark with provider failures handled, citations normalized, every metric tied to evidence, and a report that is ready to act on.
xreliable orchestration and retries across four providers
xnormalized citations and evidence-linked metrics
xcompetitor and missed-question extraction
xstored point-in-time reports and comparisons
xpolished exports and action recommendations
These projects already replace it, free.
EElmoPrompt-by-prompt AI visibility with citations and competitors across the major engines; the queries still need model or scraper credentials.open source↗PPlausibleLightweight, privacy-friendly, cookieless web analytics in a single Docker deploymentopen source↗MMatomoThe veteran GA alternative: full-fat web analytics, heatmaps, no data sampling, and the data stays on your server.open source↗What each one is, in full: Plausible · Matomo
all 5 open-source alternatives to 100 Questions →· no votes, no pay-to-list · just what's real
Can I open-source 100 Questions?
Kinda. Elmo covers the core of 100 Questions, but there are real gaps: reliable orchestration and retries across four providers, normalized citations and evidence-linked metrics. Read the honest list above before committing.
How much does 100 Questions cost?
100 Questions costs about $9/month (First benchmark, checked 2026-07-31), which is $108 per year.
What do I lose by replacing 100 Questions?
Honestly: reliable orchestration and retries across four providers; normalized citations and evidence-linked metrics; competitor and missed-question extraction; stored point-in-time reports and comparisons; polished exports and action recommendations. If any of those are load-bearing for you, keep paying.
Is there an open-source alternative to 100 Questions?
Yes: Elmo (Prompt-by-prompt AI visibility with citations and competitors across the major engines; the queries still need model or scraper credentials.) Plausible (Lightweight, privacy-friendly, cookieless web analytics in a single Docker deployment) Matomo (The veteran GA alternative: full-fat web analytics, heatmaps, no data sampling, and the data stays on your server.) All 5 curated open-source alternatives are at caniopensourceit.online/100-questions/alternatives.