| Scope |
| Websites analysed | 1 website | 1 website | 1 root domain per audit cohort |
| Pages crawled | Up to 8 pages | Up to 8 pages | 40 by default, configurable to 500 |
| Competitors | Not included | Up to 3 included at no extra charge | Named in the prompt catalog and in source-evidence comparison |
| Markets and languages | 1 | 1 | One locale + geography per cohort; re-run per market |
| Prompt set tested | ChatGPT: 25 buyer-intent prompts, with 5 representative sample answers shown | 50 objective-tailored buyer questions, frozen for the report and each run once against all 5 engines (ChatGPT, Claude, Gemini, Perplexity, Grok) — up to 250 recorded answers, every one shown in full | The same 50-question, 5-engine Advanced baseline, plus analyst-scoped repeats, paraphrases and market cohorts |
| Industry profiles | Category-matched vertical profiles | Category-matched vertical profiles | 3 versioned packs: B2B SaaS, local services, generic |
| Answer modalities |
| Text engines (ChatGPT, Claude, Gemini, Perplexity, Grok) | ChatGPT only — named / top-3 / position rates plus a sample of recorded answers | 5 engines — ChatGPT, Claude, Gemini, Perplexity and Grok: provider-specific observed visibility from live web search, with one shared website-readiness assessment shown separately | Per-engine evaluation with citation and consultation metrics |
| Voice surfaces | Not covered | Not covered | 8 named surfaces: ChatGPT/Claude/Grok/Perplexity Voice, Gemini Live, Siri, Alexa+, Google Search Live/Maps |
| Voice assistant data, checked at the source | Not covered | The Apple Maps listing Siri reads, the Google Maps listing behind Google voice, and the Claude models that power Alexa+ — measured for your business | The same source measurements, plus live device traces by your analyst |
| Spoken vs typed control tests | Not covered | Not covered | Paired, to separate speech recognition from retrieval |
| Per-modality scoring | Not included | Single overall score | Separate web and voice/entity scores, blended by a profile-set voice weight |
| Diagnostics |
| AI visibility score | Overall + 8 on-page categories + off-site brand presence | Overall + 8 on-page categories + off-site brand presence, with the weighting stated | Web score (8 categories) + voice/entity score (8 categories), each with penalties and caps |
| Confidence reported separately from score | Included | Included | Included, driven by evidence coverage |
| Second opinion on the grade | Not included | Evidence-grounded counter-view: where the grade reads too harsh, where it is fair, and data-quality caveats | Independent adversarial audit before release |
| Sitemap, canonical and indexation review | Included | Included | Included |
| Structured data audit | Not included | Core schema types | Required and recommended types, validity, and visible/schema parity |
| Entity identity and disambiguation | Not covered | Not covered | Canonical name, legal name, aliases, identifiers, sameAs links |
| Brand and entity consistency | Not covered | Not covered | Source-by-source conflict register with severity |
| Answer-readiness of content | Not included | Top gaps | Scored: direct answers, front-loading, sentence length, FAQ coverage |
| Question and conversational intent coverage | Not included | Top gaps in your category | Scored across identity, suitability, price, availability, support, alternatives, trust and limitations |
| Content freshness and update cadence | Not included | Flagged where stale | Scored against the frozen capture time |
| Author, credential and expertise signals | Not included | Basic check | Scored under entity clarity and trust |
| Review and reputation signals | Not included | Summary | Scored under off-page corroboration, by source tier |
| Local presence and listing consistency | Not covered | Not covered | NAP, hours, categories, duplicates and closures reconciled per location |
| Pronunciation and speech-recognition support | Not covered | Not covered | Scored: ambiguity, alternate spellings, phonetic guidance |
| Action readiness | Not covered | Not covered | Call, directions, booking, demo, order and support destinations verified |
| Authority and citation mapping | Not included | Summary | Source-domain breadth and concentration, per engine |
| Prompt-level answer capture | Sample of ChatGPT answers, verbatim | Recorded verbatim in the report's engine-answer evidence | Every engine answer recorded verbatim and hash-bound in the evidence ledger |
| What AI gets wrong about you | Not included | Flagged if detected | Expected-vs-observed fact accuracy, contradiction and omission |
| Answer intelligence |
| Plan A — competitive share of voice | Simple list: the first 5 brands ChatGPT recommends for your category | Included across all five engines, with your measured gap to the leader | Included across every engine and market in scope |
| Plan B — citation network | Not included | Included: ranked source domains per engine | Included across every engine and market in scope |
| Plan C — brand / earned / social split | Not included | Included per engine with the measured source mix | Included across every engine and market in scope |
| Questions you lose, and the sources to win them | Not included | Every buyer question where a competitor is named and you are not, with the sources cited or surfaced in the recorded response | As findings with evidence, prioritized into the roadmap |
| Tier 1 — per-engine matrix and divergence | Not included | Five per-engine views plus measured agreement and divergence | Included across all engines and markets in scope |
| Simple comparison with your previous report | Not included | Charted score and category progress, plus ranking and backlink changes when a previous Advanced report exists | Included as the baseline beneath full ranking defense |
| Tier 2 — multi-market and paraphrase robustness | Not included | Not included | Included for the markets, languages and paraphrase cohorts in scope |
| Tier 3 — ranking defense | Not included | Not included | Full per-engine share-of-voice, competitor and citation-network movement |
| Organic search & SEO evidence |
| Keyword searches with volume and rankings | Ranked keywords with search volume and Google position, one market | Ranked keywords with search volume and Google position, one market | Ranked keywords with search volume and position, per market and language |
| Keyword distribution in website content | Buyer-intent vocabulary coverage scored from your crawled pages | Buyer-intent vocabulary coverage scored from your crawled pages | Intent-term coverage scored from crawled pages, with ranked-keyword evidence reported alongside |
| Backlinks search | Headline backlink numbers for your domain: domain rank, referring domains, total live backlinks | Live backlink profile: domain rank, referring domains and live backlinks | Live backlink profile: domain rank, referring domains and live backlinks |
| Search-engine ranking checks | Google positions for the keywords you already rank for | Google positions for the keywords you already rank for | Live Google top-10 position and SERP features for every tracked keyword, per market |
| SEO evidence provenance | Hash-stamped snapshot embedded in the report | Hash-stamped snapshot embedded in the report; unavailable data labeled Not assessed | Hash-frozen snapshot in the evidence ledger, reported separately from AEO scores |
| Deliverables |
| Charts, graphs and explanatory narrative | Concise tables and answer samples without charts or extended narrative | Included: share-of-voice and source-mix charts, category analysis, detailed narrative, and a previous-report progress chart when a baseline exists | Included and expanded for every market, modality and stakeholder decision in scope |
| Report | Exactly 5-page concise PDF | 30+ page analysis PDF, followed by Appendix A with every recorded answer in full; Appendix A is not counted in the analysis page total | 50+ page reviewed PDF, with JSON and Markdown evidence exports where included in scope |
| Prioritized fix list | Included | Included | Typed tasks with phases, risk levels and acceptance criteria |
| 90-day recovery plan | Not included | Included — immediate low-hanging fixes first, then the 90-day sequence with verify steps | 3-6 month phased implementation plan with acceptance criteria |
| Evidence behind every finding | Included | Included | Every finding bound to a frozen evidence ID |
| Implementation specs for developers | Not included | Not included | Evidence-bound briefs, ready to ticket |
| Ready-to-apply patches | Not included | Not included | Deterministic patches for entity JSON-LD and sitemaps |
| External-platform correction packets | Not included | Not included | Apple, Google, Alexa+, directory, review and merchant packets |
| Executive summary for stakeholders | Not included | Page-one verdict: shared website readiness, observed provider outcomes, and what drives the grade | Included |
| Reproducibility | Not included | Frozen 50-question cohort with exact models, retrieval evidence and citations stored; later live results may differ | Frozen snapshot hash — the same inputs regenerate the same report |
| Service and delivery |
| Turnaround | Minutes, automated | Minutes, automated | Measured report in minutes, generated on demand; analyst review and revisions on the engagement schedule |
| Human analyst review | Automated only | Automated only | Dedicated analyst team |
| Stakeholder conference call | Not included | Not included | Kickoff and findings review |
| Action-plan workshop | Not included | Not included | Included, per modality |
| Implementation choices | Customer or agency | Customer or agency; separately scoped managed implementation is available | Customer, agency, or collaborative delivery; separately scoped managed implementation is available |
| Change approval and rollback | Not applicable | Not applicable | Approvals bound to a proposal hash; atomic apply with backups |
| Re-scan and verification | Not included | With each new purchase | Remeasurement against the same frozen prompt and surface matrix |
| Post-delivery support | Email help with account, billing and delivery | Bounded contact and email help for account access, billing, delivery, and clarification of customer-visible findings | Support follows the signed scope; any SLA must be negotiated and signed |
| Contract and SLA | Standard terms | Standard terms | SLA only if negotiated and included in the signed agreement |
| Commercial |
| How you buy | Instant online checkout | Instant online checkout | Scoped proposal after a discovery call |
| Price | $25 — instant online checkout | $279 — instant online checkout | Scoped to your organization — contact sales |