How do AI answers find and cite sources?
How query fan-out, retrieval, grounding, source selection, and citations work, and why an AI answer has no single stable ranking.
Sascha Kirstein
Blog
Key message pull-through: Definition, origins, and calculation
How PR teams measure whether their key messages appear in media coverage, and what the metric cannot prove.
Sascha Kirstein
Sentiment analysis in PR: Definition, formulas, and limits
How to distinguish overall media tone from brand sentiment, calculate transparent scores, and validate automated classification.
Sascha Kirstein
Share of Voice in PR: Definition, formula, and examples
How to calculate media and AI Share of Voice, choose the right denominator, and avoid mistaking relative presence for impact.
Sascha Kirstein
What is GEO? Generative Engine Optimization explained
A practical definition of GEO, where the term comes from, how it works, and what AI visibility can and cannot prove.
Sascha Kirstein
Prowly Alternatives 2026: Where to Go After the Semrush Move
Prowly now points to the Semrush AI PR Toolkit. Compare the alternatives by media database, monitoring limits, reporting, and published pricing.
Sascha Kirstein
Muck Rack Alternatives 2026: PR Platforms Compared
Compare Muck Rack alternatives by media database, add-on channels, what sits behind the top tier, and what the modules actually cost.
Sascha Kirstein
aclipp Pricing Explained: PR Analytics, AI Visibility, and Enterprise
A clear guide to aclipp’s two products, how they work together, when to buy them separately, and which custom and social-impact discounts are available.
Sascha Kirstein
Prezly Alternatives 2026: Newsroom and PR Tools Compared
Compare Prezly alternatives by newsroom features, seat and contact limits, what monitoring costs, reporting, and current pricing.
Sascha Kirstein
UNICEPTA Alternatives 2026: DACH Media Intelligence Compared
Compare UNICEPTA alternatives by channel coverage, managed service, analysis depth, press review rights, and pricing transparency.
Sascha Kirstein
Releasd Alternatives 2026: PR Reporting Tools Compared
Compare Releasd alternatives by where coverage comes from, reporting depth, seats and URL limits, AI visibility, and current pricing.
Sascha Kirstein
Best Cision Alternatives 2026
Find the right alternative for PR measurement, media monitoring, journalist outreach, or distribution.
Sascha Kirstein