About RankEcho
RankEcho is an AI search visibility platform for brands that need to understand whether AI answer engines cite, mention, ignore, misdescribe, or recommend them when buyers ask questions.
RankEcho is operated by Nexus Decision Systems LLC. The product is built around a practical workflow: find the prompts where a brand is missing, fix the likely cause, and prove whether the same prompt changes after the fix ships.
What RankEcho does
Run buyer-intent prompts and identify where a brand is cited, mentioned, absent, or replaced by competitors.
Turn visibility gaps into shippable artifacts such as answer blocks, schema guidance, content briefs, crawler checks, and source plans.
Re-test the same prompts after a fix ships and report observed movement with confidence notes.
Separate access, extraction, entity, source, prompt-fit, competitor, accuracy, and proof gaps.
What RankEcho measures
RankEcho focuses on prompt-level AI visibility: citation rate, mention rate, recommendation presence, competitor replacement, source mix, off-site source dependence, and before/after proof-loop observations.
What RankEcho does not claim
- No guaranteed AI citations or recommendations.
- No guaranteed SEO ranking, traffic, revenue, or conversion outcome.
- No claim that a single prompt run proves causation.
- No fake benchmark numbers or hidden sample claims.
- No need for CMS, analytics, Search Console, or CRM access for the initial public-domain audit.
Why the product exists
AI answers are becoming a discovery and evaluation layer. Traditional SEO reports do not always show whether AI systems are using a brand as a source, naming competitors, or omitting the brand from generated recommendations. RankEcho exists to make that layer measurable and actionable.
Operator
RankEcho is operated by Nexus Decision Systems LLC at 6545 Market Ave. North, STE 100, Canton, OH 44721, USA. Phone: (216) 483-6918. For product, privacy, billing, security, or disclosure questions, contact RankEcho support.
About the founder
RankEcho is designed and built by Abiot Y. Derbie, PhD, founder of Nexus Decision Systems LLC.
About the founder
RankEcho is designed and built by Abiot Y. Derbie, PhD, founder of Nexus Decision Systems LLC. He publishes the product methodology and changelog openly, and every guide on this site carries his byline and a visible last-updated date.
Last updated 2026-06-07.