Frequently asked questions

answerOs is an AI visibility platform. It measures how clearly AI answer engines can find, understand, trust, and cite your website. You get one AI Visibility Score, a Traditional SEO score, an executive briefing, and a prioritized action plan.

It comes from the AnswerOS GEO Standard — a published rubric with six dimensions: crawlability, schema coverage, answer coverage, readability, entity consistency, and content gap coverage. Each check earns points based on pass/partial/fail. Dimension weights were calibrated offline by a 10-model AI industry panel. Every point in your score maps back to a specific check and a specific finding.

They measure different things and are calculated independently — though both run from the same crawl. Traditional SEO measures Google indexability fundamentals: can a crawler reach your pages, is your meta sound, is your heading structure clean, how does performance look? AI Visibility measures citation readiness: schema coverage, entity consistency, answer-ready content, direct retrieval probability.

1. 1.Crawlability Audit — robots, sitemap, AI bot access
2. 2.Readability Analyzer — structure, JS dependency, heading hierarchy
3. 3.Schema Generator — JSON-LD for FAQ, Product, Organization, Article
4. 4.Answer Block Generator — direct-answer sections with placement guidance
5. 5.Entity Consistency Checker — cross-page fact alignment, Knowledge Graph signals
6. 6.Content Gap Detector — missing pages and intent coverage
7. 7.FAQ Generator — FAQ pairs ready for schema and answer blocks
8. 8.Visibility Scanner — live citation probes across configured answer-engine APIs

The published, versioned scoring methodology behind every answerOs score. Every check, weight, and pass criterion is documented publicly at /standard. Your score is auditable and reproducible — not a black box.

The Visibility Scanner builds semantic query variations based on your brand, category, and page context. It then queries live answer-engine APIs where keys are configured and records whether your domain appears in results. Results are stored over time so you can track citation rate trends.

After a fresh crawl, answerOs chunks and embeds your page text, then runs buyer-intent queries against that index using in-process cosine similarity. An LLM judges whether the retrieved snippets clearly answer each query. The result tells you whether your content architecture lets AI engines extract useful answers — before you spend real API tokens finding out in production.

No. answerOs gives you a traceable score built on a published rubric and live crawl evidence. What generative AI systems do with any given query at any given moment is probabilistic and outside the control of any audit platform. What we can tell you is whether your site's structure, schema, and content make citation more or less likely — and what to fix.

Yes. AI engines build on the same crawlability layer as Googlebot. Every paid scan includes Traditional SEO checks alongside AI visibility analysis — there is no separate free crawl.

answerOs provides the audit, assets, and recommendations. Your team (developer, content writer, or SEO lead) applies the fixes. If you need implementation support from our team — schema injection, content rewriting, technical remediation — email us at aideveloperindia@gmail.com with your report link.

90 days. The link gives read-only access to your executive report — no login required. Included after you complete the matching paid scan.