AI Search Visibility Audit
Key takeaways
- Snapshot is a quick diagnostic: 5 user-chosen queries x 7 production model endpoints = 35 datapoints.
- The deliverable is evidence-first and agent-ready: human report, AI-readable Markdown brief, raw-data index, stable IDs, and deterministic GEO scores.
- Repeat customers can use sanitized repeat-audit memory for future Clarivy runs; it excludes contact details, billing data, raw responses, and raw JSON.
- The audit measures controlled API-surface responses; it is not a 1:1 replay of a signed-in product UI.
- Snapshot costs $149 one-time and is delivered in 48 hours.
What you get
| Item | Snapshot fact | Why it matters |
|---|---|---|
| Queries | 5 buyer questions chosen by you | Tests the exact brand, category, or competitor questions you care about. |
| Endpoints | 7 production model endpoints | Compares open-weight/source-available endpoints with closed proprietary API endpoints. |
| Datapoints | 35 raw endpoint-query responses | Provides a bounded, reviewable evidence set. |
| Files | Human report + AI-readable Markdown brief + raw-data index | Gives leadership, AI agents, and auditors different ways to consume the same run. |
| Scores | AI Citation Readiness + Source Trust Baseline | Gives a bounded GEO score pair derived from observed LLM responses and citation fields. |
| Repeat continuity | Sanitized same-customer memory for future Clarivy audits | Helps future reports compare against prior runs without storing contact details or raw responses in memory. |
| Delivery | 48 hours | Useful for a first read before a larger GEO or content investment. |
| Price | $149 one-time | No software account and no subscription required for Snapshot. |
Who this is for
- Founders and growth leads who need to know whether AI systems can identify their brand.
- PR and content teams checking whether buyer questions surface competitors instead of their own brand.
- SEO teams adding AI-answer visibility to an existing search program.
Who this is not for
- Teams that need live dashboard monitoring today. Snapshot is a one-time diagnostic.
- Teams that need every possible AI product surface. Snapshot uses the 7 production endpoints listed in the methodology.
- Teams looking for a forecast. The report is a point-in-time measurement, not a ranking prediction.
Clarivy Snapshot vs monitoring software
| Question | Clarivy Snapshot | Monitoring software |
|---|---|---|
| Buying model | One-time $149 audit | Usually monthly subscription |
| Best use | First baseline, issue check, evidence package | Trend tracking after a program exists |
| Output | 3 files with raw evidence links, stable IDs, and deterministic GEO scores | Dashboard metrics and alerts |
| Scope control | 5 user-chosen questions | Prompt inventory configured inside the platform |
How the audit runs
- You specify 5 buyer questions and the canonical brand URL.
- Clarivy runs those questions across Doubao, Kimi, DeepSeek, Qwen, ChatGPT, Claude, and Gemini.
- The raw responses are indexed and linked from the raw-data index.
- The human report summarizes coverage, omissions, citation sources, and practical actions.
FAQ
What is an AI search visibility audit?
An AI search visibility audit measures how AI systems describe, omit, or cite a brand for buyer questions. Clarivy Snapshot runs 5 selected queries across 7 production model endpoints and attaches raw response evidence to the findings.
What does Clarivy Snapshot include?
Snapshot includes 5 user-chosen queries, 7 production model endpoints, 35 datapoints, deterministic GEO scores, a human report, an AI-readable Markdown brief, and a raw-data index. Repeat customers can use sanitized repeat-audit memory for future Clarivy runs. Delivery target is 48 hours.
Is Clarivy a monitoring subscription?
No. Snapshot is a one-time audit priced at $149. Continuous Monitor is on the roadmap and is not for sale today. When launched, it is planned to use agreed prompt sets, AI-readable evidence files, and sanitized repeat-audit memory for monthly GEO deltas.
Can I inspect a sample first?
Yes. The public sample AI visibility audit report shows the 3-file delivery with mock data and no real customer information.