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Search Scope AI Visibility Auditor

Server Details

Free AI search visibility audit for any website, by Search Scope, an SEO consultancy in Perth.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
InovArcAi/searchscope-ai-visibility-mcp
GitHub Stars
0
Server Listing
Search Scope AI Visibility Auditor
ChatGPT
–
Claude
–

TDQS

A4.6/5.0

Scored across 3 tools

Disambiguation4/5

The three tools target genuinely different artefacts: a full readiness audit, an entity map, and a prompt universe. However, audit_ai_visibility explicitly contains an entity-clarity section (B) and a 20-prompt section (J) that duplicate what the other two tools produce, so an agent could plausibly reach for the audit when it wanted entities or prompts. The descriptions do mitigate this by stating the narrower tools are faster and that the audit should be used when recommendations beyond entities are needed.

Naming Consistency5/5

All three names follow a clean verb_noun_qualifier snake_case pattern (audit_ai_visibility, extract_site_entities, generate_geo_query_universe) with distinct leading verbs. Consistent casing, consistent verb-first ordering, no abbreviations or mixed conventions.

Tool Count4/5

Three tools is on the lean side, but each is a substantial multi-section operation with its own optional parameters (maxPages, service, location, count), so none is filler. The surface is well-scoped to the stated AI-visibility auditing domain without obvious bloat.

Completeness4/5

The domain is well covered: diagnostics (audit), semantic foundations (entity map) and demand capture (prompt universe) form a coherent workflow. Gaps exist around repeat monitoring, comparison against competitors, and re-checking whether prompts are actually answered by AI assistants, though the server explicitly disclaims citation tracking rather than leaving it silently missing.

Available Tools

3 tools
audit_ai_visibilityAudit AI search visibility (GEO readiness)A
Read-onlyIdempotent
Inspect

Audit a public website for AI search / GEO readiness by fetching and analysing a small prioritised sample of its pages (homepage, about, services or products, pricing, locations, key guides). Returns ten sections plus a page-by-page rewrite section: A executive summary, B entity clarity, C AI retrievability (are answers in clear self-contained passages), D information gain (first-party data, research, case studies actually present on the site), E trust and corroboration signals, F internal linking and architecture, G structured data found and relevant omissions, H commercial query coverage and gaps, I top 10 recommended actions ranked by commercial impact then visibility impact then ease, J 20 AI search prompts to monitor. Findings that can be acted on come with the offending text quoted verbatim and a prefilled replacement: rewritten opening paragraphs, opening sentences for question headings that do not answer, specific internal links to add with suggested anchor text, and a ready-to-paste JSON-LD block. Anything the crawl did not observe is left as a clearly marked [placeholder] rather than invented. Use it when a user asks how ready a site is for ChatGPT, Claude, Perplexity, Gemini or Google AI Overviews, wants a GEO or AI SEO audit, or wants prioritised on-site fixes. It does NOT measure real citations or rankings inside any AI assistant, does not use paid data sources, does not execute JavaScript, and never invents evidence: everything reported is observed on the fetched pages or explicitly labelled as an inferred gap. Ratings are qualitative (Strong / Moderate / Weak) with the rubric returned in the response. Parameters: url (required), maxPages (optional, default 8, max 15). Only public http/https hosts are accepted. A full audit typically takes 5 to 25 seconds.

Inputs: url (required), maxPages. Returns: crawl, fixes, target, auditedAt, +11 more

extract_site_entitiesExtract site entity mapA
Read-onlyIdempotent
Inspect

Build a practical entity map for a public website from a small sample of its pages: the primary entity (brand or organisation), related entities grouped into people, organisation/brand, products, services, locations and topics, explicit relationships (Brand -> offers -> Service, Brand -> located in -> City, Person -> founder of -> Brand), ambiguities, missing entity support, schema.org types found and schema types worth adding. Use it when a user asks what entities a site establishes, whether the brand, people, services and locations are stated clearly enough for search engines and AI assistants, or which schema types fit the business. It does NOT query Google's Knowledge Graph, Wikidata or any external entity database, and it does not hallucinate: every entity carries a confidence level and the source it was detected from. Low-confidence items are pattern matches on visible copy that a human should verify. Parameters: url (required), maxPages (optional, default 8, max 15). Faster and narrower than audit_ai_visibility; use the audit when you need recommendations beyond entities.

Inputs: url (required), maxPages. Returns: target, ambiguities, pagesSampled, primaryEntity, +5 more

generate_geo_query_universeGenerate GEO query universeA
Read-onlyIdempotent
Inspect

Generate a commercially useful set of AI-search prompts to monitor for a website, grouped by intent: informational, problem-aware, commercial, recommendation, comparison, alternatives, brand, category, local and trust/validation. Each prompt includes intent, buyer stage, the ideal page type to answer it and a commercial priority (high / medium / low). The brand, services and location are detected from a small crawl of the site; pass service and/or location to override or narrow them (for example one service line, or a city the site does not mention yet). Use it when a user wants a monitoring list for ChatGPT, Claude, Perplexity, Gemini or Google AI Mode, a GEO keyword universe, or prompt ideas per funnel stage. It does NOT return search volumes, does not check which prompts the brand currently appears for, and avoids meaningless long-tail permutations in favour of prompts a real buyer would ask an assistant. Parameters: url (required), service (optional override), location (optional override), count (optional, default 40, max 100).

Inputs: url (required), count, service, location. Returns: brand, count, groups, target, +4 more

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