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The neutral index of AI-visibility & GEO tools

Summary

Sleepwalker AI is an AI-search visibility engine that runs prompt probes against AI answer platforms and scores pages for answer-engine readiness. It ships as infrastructure: a hosted action layer with a human console rather than a dashboard-first suite.

Best for
developers and AI-agent-building teams
Not for
buyers who want a proven independent-review track record, Claude/Copilot engine coverage, or a named, verifiable founding team
From
Freethen €5 minimum top-up
Free tier
Yes10 credits granted at signup, no credit card; reading results and reports stays free. A default probe on all four platforms costs 11 credits, so the grant funds roughly one small run.
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What it does

Monitors AI answers
YesIts core unit is a probe: one prompt sent to one AI platform and market for one brand.AI Visibility measures how AI systems answer prompts about a market, brand, product, category, or problem.sleepwalker.ai/docs/workflows/ai-visibi…
Optimises your content
YesContent Intelligence scores an existing URL and returns prioritised recommendations.Content Intelligence analyzes whether a page is strong enough for AI search and AI answer engines.sleepwalker.ai/docs/workflows/content-i…
Generates content
NoThe action set stops at analysis, scoring and recommendations; nothing writes copy.Serialize a page. Suggest prompts. Discover trends. Score content. Queue an AI Visibility run. Queue a Content Intelligence run.sleepwalker.ai/docs/core-concepts
Publishes to your site
NoNo CMS or publishing action exists in the enumerated action set; output is a report in the Console.Serialize a page. Suggest prompts. Discover trends. Score content. Queue an AI Visibility run. Queue a Content Intelligence run.sleepwalker.ai/docs/core-concepts
Technical AEO
NoContent Intelligence covers topical coverage, sufficiency and freshness; no schema, llms.txt or crawler-directive step is documented.Score topical coverage, sufficiency, and freshness.sleepwalker.ai/docs/workflows/content-i…
Done-for-you service
NoSold as a self-serve programmable toolkit; the vendor describes no done-for-you engagement.Sleepwalker gives SEO teams and agents a programmable toolkit for AI search.sleepwalker.ai

Answer engines

ChatGPT
YesChatGPT is a supported platform, sent as the canonical value openai.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Perplexity
YesPerplexity is a supported platform and its default model is the cheapest probe on the sheet.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Gemini
YesGemini is a supported platform with several selectable Flash models.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Google AI Overviews
NoThe supported-platform enum is four AI assistants; Google AI Overviews is not one of them.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Google AI Mode
NoGoogle AI Mode is absent from the four-value platform enum.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Claude
NoClaude is supported as an MCP client that queries Sleepwalker, not as a platform Sleepwalker probes.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Microsoft Copilot
NoMicrosoft Copilot is absent from the four-value platform enum.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Grok
YesGrok is a supported platform with two selectable models.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
DeepSeek
NoDeepSeek is absent from the four-value platform enum.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Meta AI
NoMeta AI is absent from the four-value platform enum.A single run can target up to 4 platforms.sleepwalker.ai/docs/reference/enums
Coverage in the vendor’s words
YesFour platforms are selectable per probe with per-model pricing: ChatGPT, Perplexity, Grok and Gemini. No tier gates the list because there are no tiers.Sleepwalker provides AI visibility insights through a selection of specific AI models.sleepwalker.ai

What it reports

Names the cited sources
YesRuns return citation mentions and the exact source URLs behind each answer.Successful and failed probes. Brand mentions. Citation mentions. Source URLs. Prompt-level responses. Platform-level performance. Overall run…sleepwalker.ai/docs/workflows/ai-visibi…
Competitor tracking
YesUp to ten competitor names per run are detected in responses and summaries.Competitor names to detect in responses and summaries. Maximum 10.sleepwalker.ai/docs/api/visibility/crea…
Brand sentiment
NoThe tracked result set is mentions, citations, URLs and scores; no sentiment or attribute analysis is published.Successful and failed probes. Brand mentions. Citation mentions. Source URLs. Prompt-level responses. Platform-level performance. Overall run…sleepwalker.ai/docs/workflows/ai-visibi…
Recommendations
YesScoring returns a capped set of prioritised recommendations, and recurring ones can be queried across runs.Produce final content recommendations.sleepwalker.ai/docs/workflows/content-i…
AI crawler analytics
NoThe only crawler documented is Sleepwalker's own page fetcher; there is no AI-bot log analytics action.Serialize a page. Suggest prompts. Discover trends. Score content. Queue an AI Visibility run. Queue a Content Intelligence run.sleepwalker.ai/docs/core-concepts
Wrong answers about you
NoNo feature flags false AI claims; the vendor instead warns that its own model outputs may be hallucinated.Successful and failed probes. Brand mentions. Citation mentions. Source URLs. Prompt-level responses. Platform-level performance. Overall run…sleepwalker.ai/docs/workflows/ai-visibi…

Plans and signing up

Prompt or credit allowance
YesNo plan allowance: volume is bounded per run at 100 prompts, 4 platforms and 400 probes, and paid in credits.Distinct visibility prompts per run 100sleepwalker.ai/docs/reference/limits
Projects or brands
YesSaved tests are per brand and filterable by brand name, up to 50 per account, with no per-seat charge.Filter by brand name.sleepwalker.ai/docs/mcp/tools/read-tools
Countries
YesLanguage and country are set per run or per probe (ISO codes), defaulting to en and US.Default country/market for matrix probes.sleepwalker.ai/docs/api/visibility/crea…
How often it checks
PartlyRuns are on demand from Console, API, MCP or CLI; saved tests can be scheduled, but the vendor publishes no interval.Scheduled saved tests use the same reserve, settle, and release lifecycle as manual saved runs.sleepwalker.ai/docs/billing/credit-life…
Card required to start
NoThe ten signup credits are granted without payment details.Every new account starts with 10 free credits, with no credit card required.sleepwalker.ai
Self-serve signup
YesSign up, get credits, top up in the app; sales contact is only for custom plans.Sign up and get 10 free credits. Use them on any mix of visibility checks and content actions. No credit card required.sleepwalker.ai/pricing

Access and integrations

API
YesPublic REST API on scoped bearer keys, plus a CLI over the same API; 300 authenticated requests per hour by default.The Sleepwalker API lets you run AI Visibility and Content Intelligence workflows over HTTPS.sleepwalker.ai/docs/api
MCP server
YesHosted MCP endpoint with OAuth or revocable bearer tokens; read tools and action tools.Give Claude and other MCP-compatible clients direct access. Connect once, then ask for runs and results in plain language.sleepwalker.ai
BI export
PartlyResults pull as JSON through the API and CLI, but no BI connector, file export or webhook is documented.Sleepwalker does not send webhooks or callbacks. Polling is the supported way to detect completion.sleepwalker.ai/docs/api

32 sourced claims on this page. Checked 2026-09-01. How we check.

Alternatives

Where we would send a reader instead, in that listing's own words.

  • LLM Pulse

    AI search visibility and GEO platform tracking brand mentions, citations and sentiment across five AI models.

  • GeoRankers

    AI search visibility tracking, competitor benchmarks and prioritised fixes for B2B SaaS brands.

  • AIclicks

    Tracks brand mentions and cited sources across 10+ AI engines, then drafts and publishes the fixes.

  • OtterlyAI

    AI search monitoring for brand mentions and website citations across seven answer engines.

  • Archytas AISpy

    Free bring-your-own-API-key desktop app for tracking brand and domain citations across major AI answer engines.

Filed under

APIBrand monitoringChatGPTContent optimizationFree trialGeminiPerplexity

Sources and updates

Platform record2026-08-30

Licence
MIT
Stars
25
Forks
0
Last push
2026-07-30

Answer-engine source observations2 of 4

2 of 4 collected answers have source URL/title annotations naming CitedIndex. These are the latest stored observations per engine, not current consumer-UI results. They do not measure product mentions or establish that a source supports a claim.

  • GeminiCitedIndex domain found in source annotationsModel: gemini-2.5-flash · Collected on · 25 source annotationsQuery: Sleepwalker AI alternativesOther source hosts (up to 6): sleepwalker.ai, productionmusiclive.com, aiva.ai, tad.ai, suno.com, aisongmaker.io
  • PerplexityCitedIndex domain found in source annotationsModel: sonar · Collected on · 20 source annotationsQuery: Sleepwalker AI alternativesOther source hosts (up to 6): sleepwalker.ai, mcp.directory, glama.ai, aicompanionguides.com, hakko.ai, medium.com
  • ChatGPTNot assessable — no source annotationsModel: gpt-4o-mini · Collected on · 0 source annotationsQuery: Sleepwalker AI alternatives
  • ClaudeCitedIndex domain not found in observed source annotationsModel: claude-haiku-4-5 · Collected on · 8 source annotationsQuery: Sleepwalker AI alternativesOther source hosts (up to 6): alternativeto.net

Updates3

  • Capabilities · Free tier · Price
  • Capabilities · Free tier · Price
  • Summary

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