GEO score
GEO score estimates whether answer engines can understand the entity, extract answer-ready content, verify trust signals, and reuse the page in generated answers.
How Openbyt measures GEO, SEO, and AI visibility.
Openbyt is a GEO monitoring platform that audits whether AI search engines can understand, trust, and cite a website, then gives prioritized fixes and weekly visibility tracking.
what openbyt measures
Openbyt separates observed checks, calculated scores, and recommendations.
Observed checks come from public page data. Scores are calculated from those checks. Fixes are recommendations based on the score model and should be verified after publishing changes.
SEO score
SEO score checks crawlable fundamentals such as title and meta quality, headings, canonical URL, HTTPS, content depth, internal routes, image alt text, and structured data.
AI readiness
AI readiness is a signal set, not a guarantee. It looks for schema, FAQ content, official external profiles when available, contact/support routes, provenance, and clear product or organization identity.
score model
How the main scores work.
AreaWhat it meansTypical signals
GEO ScoreAnswer-engine understanding and citation readiness.Entity clarity, direct answers, schema, source context, comparison content, trust proof.
SEO ScorePublic technical and content foundation.Metadata, headings, indexable HTML, canonical, links, content depth, image alt text, performance hints.
Prompt CoverageHow tracked prompts mention the target in configured AI provider tests.User-saved prompts, target domain, provider responses, target mentions, competitor mentions.
Issue PriorityWhich fixes are most likely to improve observable readiness.Severity, evidence, affected page location, estimated lift, implementation effort.
verification detail
Weights, confidence, and limits are part of the report.
Openbyt should make clear which findings are observed facts, which checks are calculated, and which improvements are estimates.
AreaTypical weight rangeCheck type
GEOEntity clarity and answer extraction 25-35%; schema/trust/proof 20-30%; content context 20-30%; crawlability 10-20%.Weighted checks with binary gates for indexability, schema presence, and visible evidence.
SEOMetadata/headings/canonical 25-35%; indexability 20-30%; content/internal links 25-35%; accessibility/performance hints 10-20%.Mix of binary checks and weighted quality checks from public HTML.
Prompt CoverageCalculated from user-saved prompts, configured provider tests, target mentions, and competitor mentions when provider testing is enabled.Provider evidence can be live or cached; free public scans do not claim live ChatGPT/Gemini/Perplexity ranking.
Expected LiftEstimated from score loss, severity, affected area, and implementation effort.Recommendation only; not a traffic, ranking, or AI citation prediction.
Examples: HTTP status is reachable, canonical exists, robots meta is indexable, Organization schema is present, FAQ content exists.
Examples: title specificity, content depth, entity clarity, answer extraction, proof quality, internal route usefulness, and issue severity.
Confidence drops for thin pages, JavaScript-only rendering, heavy redirects, blocked requests, missing visible content, unavailable providers, or partial timeouts.
Openbyt may refuse or fail URLs that are private, non-HTTP, unsafe, blocked by firewall/robots rules, require login, or consistently time out.
data sources
What data Openbyt uses.
Free scans use public website data only. Saved monitoring can combine repeated scans, user-provided prompts, user-provided competitors, and connected analytics or Search Console data when the account owner provides access.
Titles, descriptions, headings, body text, schema, links, status code, canonical URL, images, and visible trust/support content.
Prompts and competitor domains are added by the user. Openbyt does not automatically claim private competitor data.
Analytics, Search Console, and payment/subscription data are used only after the account owner connects the relevant service.
limitations
What Openbyt does not claim.
Does Openbyt guarantee AI citations?
No. Openbyt measures observable readiness and tracked movement. It cannot guarantee that ChatGPT, Gemini, Perplexity, Google AI Search, or any model will cite a page.
Does the free scan call every AI search engine live?
No. Free scans primarily inspect public website signals. Prompt tests use configured AI providers as answer simulations and evidence, not guaranteed live ranking data.
Are all recommendations confirmed facts?
Issue locations and observed signals are scan findings. Expected lifts and fix priorities are recommendations or estimates that should be verified with a rescan.
How should reports be interpreted?
Use the score as a prioritization tool. Fix the highest-impact issues, publish visible changes, then rescan the same URL to confirm whether the observable signals improved.
Is the Chinese switch a separate indexed site?
Not yet. The current language switch changes interface copy client-side. Openbyt should add dedicated /zh/ URLs and hreflang only when separate localized pages are ready.
Start with public evidence, then improve what can be verified.
Run a free scan to see the GEO score, SEO score, AI readiness status, schema gaps, top priority fixes, prompt coverage options, and weekly tracking path.
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