Citation Decay shows how your content performs after it earns AI citations, so you can spot fading pages, compare platforms and topics, and decide what to revisit.
Prompt targets help you generate non-branded prompts that reflect your real buyers, funnel stages, and markets, so AI visibility becomes more actionable.
We tested OpenAI's new flagship. It searches the web 40% less than the model it replaced, and the searches it keeps go straight to brand pages, not reviews. Your pricing page is the new front line.
Compare Peec AI alternatives on execution, engine coverage, and real price, from Writesonic and Profound to low-cost trackers.
Comparing Profound alternatives on execution, coverage, and price for agencies, startups, and enterprise teams.
Compare 12 AI visibility tools for 2026 by execution, engine coverage, SEO depth, data, customer evidence, and price.
The web didn't keep pace as Writesonic changed its positioning. This is the source-by-source method I'm following to replace outdated AI descriptions with an accurate picture of the business today.
We tracked 4,670 brands over four months to find which signals moved with AI visibility growth. Citation share showed a 0.41 correlation with visibility change.
We analyzed 10.7 million AI answer changes to understand brand displacement in AI search. In 90% of brand entries, at least one other brand left.
Join 10,000+ marketers getting data-backed strategies on AI search visibility and SEO. No fluff.
